{ "metadata": { "generated_at": "2026-11-10T10:14:00Z", "min_stars": 100, "total": 333, "source": "GitHub REST API; persistent catalog with search discovery", "ranking": "stars_desc_then_trend_score", "trend_window_days": 7, "long_window_days": 30, "history_retention_days": 60, "first_seen_baseline_date": "2026-08-27", "first_seen_source": "ranking_snapshots", "collection": { "status": "partial", "pending_count": 1, "search_errors": 0 } }, "items": [ { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 1, "repo": "binary-husky/gpt_academic", "stars": 71634, "star_delta_1d": 1, "star_delta_7d": 32, "star_delta_30d": 32, "trend_score": 77.24, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。", "language": "Python", "topics": [ "academic", "chatglm-6b", "chatgpt", "gpt-4", "large-language-models" ], "created_date": "2023-03-20", "last_push_date": "2026-01-25", "url": "https://github.com/binary-husky/gpt_academic", "homepage": "https://github.com/binary-husky/gpt_academic/wiki/online", "agents": [], "precision_signals": [ "academic", "admission:related", "latex", "missing_skill_signal", "readme_scope", "学术", "论文" ], "stale": false, "verifies_citations": false, "forks": 8319, "open_issues": 333, "watchers": 71634, "size_kb": 72756, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": true, "license": { "key": "gpl-3.0", "name": "GNU General Public License v3.0", "spdx_id": "GPL-3.0" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 2, "repo": "K-Dense-AI/scientific-agent-skills", "stars": 56660, "star_delta_1d": 31, "star_delta_7d": 802, "star_delta_30d": 8323, "trend_score": 1020.2, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "discipline-specific", "zh": "学科专项", "en": "Discipline Specific" }, "description": "Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 250,000+ scientists worldwide. 177 ready-to-use validated skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.", "language": "Python", "topics": [ "agent-skills", "ai-scientist", "bioinformatics", "chemoinformatics", "claude", "claude-skills", "claudecode", "clinical-research", "computational-biology", "data-analysis", "drug-discovery", "genomics", "materials-science", "metabolomics", "proteomics", "scientific-computing", "scientific-visualization" ], "created_date": "2025-10-19", "last_push_date": "2026-11-09", "url": "https://github.com/K-Dense-AI/scientific-agent-skills", "homepage": "https://arxiv.org/abs/2609.00065", "agents": [ "claude-code", "codex", "cursor" ], "precision_signals": [ "agent skill", "research", "science", "scientific", "skill", "skills", "trusted_seed" ], "stale": false, "verifies_citations": false, "forks": 4972, "open_issues": 84, "watchers": 56660, "size_kb": 471615, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 177, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 3, "repo": "Imbad0202/academic-research-skills", "stars": 56288, "star_delta_1d": 66, "star_delta_7d": 1218, "star_delta_30d": 5025, "trend_score": 1519.55, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "Academic Research Skills for Claude Code: research → write → review → revise → finalize", "language": "Python", "topics": [ "academic-pipeline", "academic-writing", "ai-research", "claude", "claude-code", "literature-review", "peer-review", "prompt-engineering" ], "created_date": "2026-02-26", "last_push_date": "2026-11-10", "url": "https://github.com/Imbad0202/academic-research-skills", "homepage": "https://buymeacoffee.com/crucify020v", "agents": [ "claude-code" ], "precision_signals": [ "academic", "claude code", "literature", "research", "review", "skill", "skills", "trusted_seed" ], "stale": false, "verifies_citations": false, "forks": 4283, "open_issues": 41, "watchers": 56288, "size_kb": 25343, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": true, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 5, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 4, "repo": "Yuan1z0825/nature-skills", "stars": 53000, "star_delta_1d": 51, "star_delta_7d": 1096, "star_delta_30d": 5744, "trend_score": 1372.92, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "符合nature论文学术表达和科研绘图的Skill", "language": "Python", "topics": [ "codex-skills", "nature", "nature-skills" ], "created_date": "2026-04-24", "last_push_date": "2026-11-10", "url": "https://github.com/Yuan1z0825/nature-skills", "homepage": "", "agents": [ "codex" ], "precision_signals": [ "codex", "skill", "skills", "学术", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 2757, "open_issues": 10, "watchers": 53000, "size_kb": 41980, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "apache-2.0", "name": "Apache License 2.0", "spdx_id": "Apache-2.0" }, "skills_count": 24, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 5, "repo": "mli/paper-reading", "stars": 34095, "star_delta_1d": 0, "star_delta_7d": 34, "star_delta_30d": 34, "trend_score": 77.06, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "discipline-specific", "zh": "学科专项", "en": "Discipline Specific" }, "description": "深度学习经典、新论文逐段精读", "language": "", "topics": [ "deep-learning", "paper", "reading-list" ], "created_date": "2021-10-22", "last_push_date": "2025-03-22", "url": "https://github.com/mli/paper-reading", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "missing_skill_signal", "paper", "readme_scope", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 2810, "open_issues": 2, "watchers": 34095, "size_kb": 9001, "default_branch": "main", "has_issues": false, "has_wiki": false, "has_discussions": true, "license": { "key": "apache-2.0", "name": "Apache License 2.0", "spdx_id": "Apache-2.0" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 6, "repo": "AccumulateMore/CV", "stars": 24268, "star_delta_1d": 0, "star_delta_7d": 74, "star_delta_30d": 74, "trend_score": 132.46, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "discipline-specific", "zh": "学科专项", "en": "Discipline Specific" }, "description": "✅（已完结）超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】", "language": "Jupyter Notebook", "topics": [ "agent", "agents", "book", "chinese", "computer-vision", "cv", "deep-learning", "jupyter-notebook", "llm", "llms", "machine-learning", "natural-language-processing", "nlp", "notebook", "python", "rag" ], "created_date": "2022-03-31", "last_push_date": "2026-09-20", "url": "https://github.com/AccumulateMore/CV", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "missing_academic_signal", "missing_skill_signal", "readme_scope", "论文" ], "stale": false, "verifies_citations": false, "forks": 2672, "open_issues": 29, "watchers": 24268, "size_kb": 395031, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T08:55:06Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 7, "repo": "amusi/CVPR2026-Papers-with-Code", "stars": 22951, "star_delta_1d": 0, "star_delta_7d": 12, "star_delta_30d": 12, "trend_score": 49.29, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "discipline-specific", "zh": "学科专项", "en": "Discipline Specific" }, "description": "CVPR 2026 论文和开源项目合集", "language": "", "topics": [ "computer-vision", "cvpr", "cvpr2020", "cvpr2021", "cvpr2022", "cvpr2023", "cvpr2024", "cvpr2025", "cvpr2026", "deep-learning", "image-processing", "image-segmentation", "machine-learning", "object-detection", "paper", "python", "semantic-segmentation", "transformer", "transformers", "visual-tracking" ], "created_date": "2020-02-26", "last_push_date": "2026-03-08", "url": "https://github.com/amusi/CVPR2026-Papers-with-Code", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "missing_skill_signal", "paper", "papers", "readme_scope", "thesis", "学术", "论文" ], "stale": false, "verifies_citations": false, "forks": 2786, "open_issues": 29, "watchers": 22951, "size_kb": 473, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 8, "repo": "kaixindelele/ChatPaper", "stars": 20017, "star_delta_1d": 2, "star_delta_7d": 24, "star_delta_30d": 24, "trend_score": 63.21, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "peer-review", "zh": "评审反馈", "en": "Peer Review" }, "description": "Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复", "language": "Python", "topics": [ "arxiv", "paper" ], "created_date": "2023-03-08", "last_push_date": "2026-03-02", "url": "https://github.com/kaixindelele/ChatPaper", "homepage": "https://academic.chatpaper.top", "agents": [], "precision_signals": [ "academic", "admission:related", "arxiv", "missing_skill_signal", "paper", "papers", "readme_scope", "学术", "科研" ], "stale": false, "verifies_citations": false, "forks": 1936, "open_issues": 84, "watchers": 20017, "size_kb": 37021, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": true, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 9, "repo": "wanshuiyin/Auto-claude-code-research-in-sleep", "stars": 18965, "star_delta_1d": 14, "star_delta_7d": 445, "star_delta_30d": 1710, "trend_score": 587.78, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "discipline-specific", "zh": "学科专项", "en": "Discipline Specific" }, "description": "ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any LLM agent.", "language": "Python", "topics": [ "ai-research", "ai-tools", "aris", "autonomous-agent", "claude", "claude-code", "claude-code-skills", "codex", "deep-learning", "gpt", "idea-generation", "llm", "machine-learning", "mcp", "mcp-server", "ml-research", "openai", "paper-review", "paper-writing", "research-automation" ], "created_date": "2026-03-10", "last_push_date": "2026-11-08", "url": "https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep", "homepage": "", "agents": [ "claude-code", "codex", "mcp" ], "precision_signals": [ "claude code", "experiment", "paper", "research", "review", "skill", "skills", "trusted_seed" ], "stale": false, "verifies_citations": false, "forks": 1535, "open_issues": 74, "watchers": 18965, "size_kb": 37995, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 197, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 10, "repo": "Orchestra-Research/AI-Research-SKILLs", "stars": 14408, "star_delta_1d": 7, "star_delta_7d": 200, "star_delta_30d": 969, "trend_score": 286.53, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "Comprehensive open-source library of AI research and engineering skills for any AI model. Package the skills and your claude code/codex/gemini agent will be an AI research agent with full horsepower. Maintained by Orchestra Research.", "language": "TeX", "topics": [ "ai", "ai-research", "claude", "claude-code", "claude-skills", "codex", "gemini", "gpt-5", "grpo", "huggingface", "machine-leanring", "megatron", "skills", "vllm" ], "created_date": "2025-11-03", "last_push_date": "2026-10-11", "url": "https://github.com/Orchestra-Research/AI-Research-SKILLs", "homepage": "http://orchestra-research.com", "agents": [ "claude-code", "codex", "gemini" ], "precision_signals": [ "claude code", "research", "skill", "skills", "trusted_seed" ], "stale": false, "verifies_citations": false, "forks": 996, "open_issues": 26, "watchers": 14408, "size_kb": 21171, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 98, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 11, "repo": "Imbad0202/academic-research-skills-codex", "stars": 14315, "star_delta_1d": 19, "star_delta_7d": 380, "star_delta_30d": 1771, "trend_score": 508.32, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Codex-native Academic Research Skills suite for human-in-the-loop academic research workflows", "language": "Python", "topics": [ "academic-pipeline", "academic-research", "academic-writing", "ai-research", "codex", "literature-review", "openai-codex", "peer-review", "prompt-engineering", "research-assistant" ], "created_date": "2026-04-25", "last_push_date": "2026-11-06", "url": "https://github.com/Imbad0202/academic-research-skills-codex", "homepage": "https://github.com/Imbad0202/academic-research-skills", "agents": [ "codex" ], "precision_signals": [ "academic", "codex", "literature", "research", "review", "skill", "skills" ], "stale": false, "verifies_citations": false, "forks": 616, "open_issues": 1, "watchers": 14315, "size_kb": 13663, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 2, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 12, "repo": "extreme-assistant/CVPR2024-Paper-Code-Interpretation", "stars": 12457, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 32.76, "trend": { "id": "steady", "zh": "稳定", "en": "Steady" }, "category": { "id": "discipline-specific", "zh": "学科专项", "en": "Discipline Specific" }, "description": "cvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理", "language": "", "topics": [ "computer-vision", "cvpr2019", "cvpr2020", "cvpr2021", "cvpr2022", "deep-learning", "image-classification", "image-segmentation", "machine-learning", "object-detection", "papers" ], "created_date": "2019-02-26", "last_push_date": "2024-04-25", "url": "https://github.com/extreme-assistant/CVPR2024-Paper-Code-Interpretation", "homepage": "http://bbs.cvmart.net/", "agents": [], "precision_signals": [ "admission:related", "assistant", "missing_strong_skill_signal", "paper", "paper reading", "papers", "readme_scope", "论文" ], "stale": true, "verifies_citations": false, "forks": 2221, "open_issues": 40, "watchers": 12457, "size_kb": 1357, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 13, "repo": "HKUSTDial/Supervisor-Skills", "stars": 12173, "star_delta_1d": 35, "star_delta_7d": 722, "star_delta_30d": 3264, "trend_score": 917.98, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "discipline-specific", "zh": "学科专项", "en": "Discipline Specific" }, "description": "将博导十年科研经验炼化为可直接调用的 AI 技能。从 Idea 构思到论文投稿，你的 AI 科研副导师。", "language": "Python", "topics": [ "ai-research", "ai-researcher", "awesome", "awesome-list", "phd-research", "research-skills", "skills", "vibe-research" ], "created_date": "2026-04-19", "last_push_date": "2026-11-05", "url": "https://github.com/HKUSTDial/Supervisor-Skills", "homepage": "", "agents": [], "precision_signals": [ "phd", "research", "skill", "skills", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 719, "open_issues": 3, "watchers": 12173, "size_kb": 64514, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 12, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 14, "repo": "AhmadHassan-BTed/Turnitout-Humanizer", "stars": 12032, "star_delta_1d": 14, "star_delta_7d": 427, "star_delta_30d": 427, "trend_score": 568.72, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "FREE FOREVER, NO LIMITS 100% Programmatic, Zero-AI Plagiarism Remover & Similarity Evader. Bypass Turnitin, iThenticate, GPTZero, CopyLeaks, Quillbot & ZeroGPT for LaTeX, DOCX, & Multi-Language Source Code.", "language": "HTML", "topics": [ "academic-writing", "ai-humanizer", "ai-humanizer-bypass", "ai-humanizer-crack", "ai-humanizer-free", "ai-humanizer-online", "ai-remover", "code-humanizer", "document-humanizer", "humanizer", "paraphrasing-tool", "plagerism-reduction", "plagerism-remover", "plagiarism-checker-free", "similarity-removal", "text-humanizer", "turnitin", "turnitin-bypass", "turnitin-destroyer", "writing-assistant" ], "created_date": "2026-07-10", "last_push_date": "2026-11-09", "url": "https://github.com/AhmadHassan-BTed/Turnitout-Humanizer", "homepage": "https://ahmadhassan-bted.github.io/Turnitout-Humanizer/", "agents": [], "precision_signals": [ "academic", "admission:related", "assistant", "latex", "manuscript", "missing_strong_skill_signal", "readme_scope", "thesis" ], "stale": false, "verifies_citations": false, "forks": 288, "open_issues": 0, "watchers": 12032, "size_kb": 688, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 15, "repo": "ChenLiu-1996/figures4papers", "stars": 10724, "star_delta_1d": 68, "star_delta_7d": 1233, "star_delta_30d": 2369, "trend_score": 1527.03, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "discipline-specific", "zh": "学科专项", "en": "Discipline Specific" }, "description": "My Python scripts to make high-quality figures for publications in top AI conferences and journals.", "language": "Python", "topics": [ "acl", "cvpr", "eccv", "emnlp", "figures", "iccv", "iclr", "icml", "llm", "llm-skills", "machine-learning", "nature", "nature-machine-intelligence", "neurips", "python", "scientific-figure", "skill", "skills" ], "created_date": "2025-04-29", "last_push_date": "2026-10-19", "url": "https://github.com/ChenLiu-1996/figures4papers", "homepage": "https://chenliu-1996.github.io/", "agents": [], "precision_signals": [ "journal", "paper", "papers", "scientific", "skill", "skills" ], "stale": false, "verifies_citations": false, "forks": 751, "open_issues": 1, "watchers": 10724, "size_kb": 45640, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 16, "repo": "hoochanlon/hamuleite", "stars": 10075, "star_delta_1d": 2, "star_delta_7d": 51, "star_delta_30d": 196, "trend_score": 110.27, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "discipline-specific", "zh": "学科专项", "en": "Discipline Specific" }, "description": "🌊深度整合全球顶尖学术、金融与教育资源：学术板块汇聚 JSTOR、Taylor & Francis、剑桥大学出版社等权威平台的论文，并接入 Z-Library 影子图书馆的海量电子书；教育板块收录香港、新加坡从小学到高中以及大学学科教科书；金融板块则聚合香橼、摩根、野村等顶级机构的深度研报，只为打破信息孤岛，构建知识平权普惠知识库。", "language": "Jupyter Notebook", "topics": [ "academic", "economics", "humanities", "research", "skills", "sociology" ], "created_date": "2018-02-15", "last_push_date": "2026-10-28", "url": "https://github.com/hoochanlon/hamuleite", "homepage": "", "agents": [], "precision_signals": [ "academic", "research", "skill", "skills", "学术", "论文" ], "stale": false, "verifies_citations": false, "forks": 1915, "open_issues": 1, "watchers": 10075, "size_kb": 76832, "default_branch": "master", "has_issues": false, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-09-07", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 17, "repo": "LAMDA-NeSy/Research-Starter-Kit", "stars": 9973, "star_delta_1d": 9, "star_delta_7d": 403, "star_delta_30d": 403, "trend_score": 527.2, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "discipline-specific", "zh": "学科专项", "en": "Discipline Specific" }, "description": "从0开始，掌握做科研、写论文的基本流程。", "language": "", "topics": [ "ai-research", "awesome", "awesome-list", "phd", "phd-research", "research-assistant", "research-skills" ], "created_date": "2026-08-29", "last_push_date": "2026-09-01", "url": "https://github.com/LAMDA-NeSy/Research-Starter-Kit", "homepage": "", "agents": [], "precision_signals": [ "assistant", "phd", "research", "skill", "skills", "trusted_seed", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 372, "open_issues": 4, "watchers": 9973, "size_kb": 202, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 18, "repo": "francescopace/espectre", "stars": 9796, "star_delta_1d": 6, "star_delta_7d": 69, "star_delta_30d": 69, "trend_score": 134.56, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "Wi-Fi motion sensing platform for ESP32. C++ SDK, ESPHome, Native, and Matter frontends, browser tools, and a CLI for the full device lifecycle. GPLv3 and commercial licensing.", "language": "Python", "topics": [ "csi", "diy", "embedded", "esp-32", "espectre", "espressif", "home-assistant", "matter", "motion-detection", "wifi", "wifi-sensing", "wifisensing" ], "created_date": "2025-10-26", "last_push_date": "2026-11-09", "url": "https://github.com/francescopace/espectre", "homepage": "https://espectre.dev/", "agents": [], "precision_signals": [ "admission:skill_candidate", "assistant", "literature review", "missing_academic_signal", "missing_strong_skill_signal", "readme_scope", "research workflow" ], "stale": false, "verifies_citations": false, "forks": 741, "open_issues": 14, "watchers": 9796, "size_kb": 441071, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": true, "license": { "key": "gpl-3.0", "name": "GNU General Public License v3.0", "spdx_id": "GPL-3.0" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-11-01", "first_seen_at": "2026-11-01T09:32:53Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 19, "repo": "datawhalechina/Agent-Learning-Hub", "stars": 9326, "star_delta_1d": 3, "star_delta_7d": 126, "star_delta_30d": 126, "trend_score": 183.15, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "AI Agent 学习路线与资料库收集", "language": "HTML", "topics": [], "created_date": "2026-05-17", "last_push_date": "2026-07-19", "url": "https://github.com/datawhalechina/Agent-Learning-Hub", "homepage": "https://datawhalechina.github.io/Agent-Learning-Hub/", "agents": [], "precision_signals": [ "admission:skill_candidate", "missing_academic_signal", "missing_skill_signal", "readme_scope", "论文" ], "stale": false, "verifies_citations": false, "forks": 931, "open_issues": 9, "watchers": 9326, "size_kb": 57, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-30", "first_seen_at": "2026-10-30T02:03:55Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 20, "repo": "Master-cai/Research-Paper-Writing-Skills", "stars": 8230, "star_delta_1d": 9, "star_delta_7d": 199, "star_delta_30d": 846, "trend_score": 270.12, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "discipline-specific", "zh": "学科专项", "en": "Discipline Specific" }, "description": "Skill package for ML/CV/NLP paper writing, curated and adapted from Prof. Peng Sida's open notes for Codex, Claude Code, and Gemini.", "language": "", "topics": [], "created_date": "2026-03-05", "last_push_date": "2026-06-23", "url": "https://github.com/Master-cai/Research-Paper-Writing-Skills", "homepage": "", "agents": [ "claude-code", "codex", "gemini" ], "precision_signals": [ "claude code", "paper", "research", "skill", "skills", "trusted_seed" ], "stale": false, "verifies_citations": false, "forks": 380, "open_issues": 0, "watchers": 8230, "size_kb": 40, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": true, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 21, "repo": "dwzhu-pku/PaperBanana", "stars": 7607, "star_delta_1d": 2, "star_delta_7d": 64, "star_delta_30d": 64, "trend_score": 126.33, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "PaperBanana: Automating Academic Illustration For AI Scientists", "language": "Python", "topics": [], "created_date": "2026-01-30", "last_push_date": "2026-11-03", "url": "https://github.com/dwzhu-pku/PaperBanana", "homepage": "https://dwzhu-pku.github.io/PaperBanana/", "agents": [], "precision_signals": [ "academic", "admission:skill_candidate", "missing_skill_signal", "paper", "readme_scope" ], "stale": false, "verifies_citations": false, "forks": 576, "open_issues": 3, "watchers": 7607, "size_kb": 15138, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "apache-2.0", "name": "Apache License 2.0", "spdx_id": "Apache-2.0" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 22, "repo": "alchaincyf/darwin-skill", "stars": 6871, "star_delta_1d": 4, "star_delta_7d": 102, "star_delta_30d": 102, "trend_score": 161.35, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "experiment-reproducibility", "zh": "实验复现", "en": "Experiments" }, "description": "达尔文.skill —— 一个让你的Skill无限进化的系统：评估→改进→测试→保留或回滚 | Autoresearch-inspired autonomous skill optimization for Claude Code. Evaluate, improve, test, keep or revert.", "language": "HTML", "topics": [ "agent-skills", "ai-agents", "autoresearch", "claude-code", "claude-code-skills", "claude-skills", "codex", "evaluation", "huashu-skills", "llm", "openclaw", "prompt-optimization", "self-improving", "skills" ], "created_date": "2026-04-13", "last_push_date": "2026-09-18", "url": "https://github.com/alchaincyf/darwin-skill", "homepage": "", "agents": [ "claude-code", "codex" ], "precision_signals": [ "admission:skill_candidate", "claude code", "missing_strong_academic_signal", "readme_scope", "research", "skill", "skills", "论文" ], "stale": false, "verifies_citations": false, "forks": 709, "open_issues": 7, "watchers": 6871, "size_kb": 4474, "default_branch": "master", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T08:55:06Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 23, "repo": "src-d/awesome-machine-learning-on-source-code", "stars": 6672, "star_delta_1d": 0, "star_delta_7d": 6, "star_delta_30d": 6, "trend_score": 37.79, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "discipline-specific", "zh": "学科专项", "en": "Discipline Specific" }, "description": "Cool links & research papers related to Machine Learning applied to source code (MLonCode)", "language": "", "topics": [ "awesome", "awesome-list", "machine-learning", "machine-learning-on-source-code" ], "created_date": "2017-06-20", "last_push_date": "2020-12-03", "url": "https://github.com/src-d/awesome-machine-learning-on-source-code", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "literature review", "missing_skill_signal", "paper", "papers", "readme_scope", "research", "research paper", "research papers" ], "stale": false, "verifies_citations": false, "forks": 829, "open_issues": 8, "watchers": 6672, "size_kb": 698, "default_branch": "master", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "cc-by-sa-4.0", "name": "Creative Commons Attribution Share Alike 4.0 International", "spdx_id": "CC-BY-SA-4.0" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 24, "repo": "jihe520/MathModelAgent", "stars": 6306, "star_delta_1d": 0, "star_delta_7d": 25, "star_delta_30d": 114, "trend_score": 78.6, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "discipline-specific", "zh": "学科专项", "en": "Discipline Specific" }, "description": "🤖📐专为数学建模设计的 Agent & skills ,自动完成数学建模，生成一份完整的可以直接提交的论文。 An Agent Designed for Mathematical Modeling ,Automatically complete mathmodel and generate a complete paper ready for submission.", "language": "TeX", "topics": [ "agent", "llm", "mathmodel", "skills" ], "created_date": "2025-01-30", "last_push_date": "2026-11-02", "url": "https://github.com/jihe520/MathModelAgent", "homepage": "https://mathmodel.top/home", "agents": [], "precision_signals": [ "paper", "skill", "skills", "论文" ], "stale": false, "verifies_citations": false, "forks": 457, "open_issues": 44, "watchers": 6306, "size_kb": 101913, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 11, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 25, "repo": "WUBING2023/PaperSpine", "stars": 6246, "star_delta_1d": 3, "star_delta_7d": 81, "star_delta_30d": 81, "trend_score": 141.7, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "PaperSpine5 — local-first, evidence-bound paper research, writing, figures, review and delivery. Download: https://wubing2023.github.io/PaperSpine/v5/", "language": "Python", "topics": [], "created_date": "2026-05-17", "last_push_date": "2026-10-14", "url": "https://github.com/WUBING2023/PaperSpine", "homepage": "https://wubing2023.github.io/PaperSpine/v5/", "agents": [], "precision_signals": [ "admission:skill_candidate", "missing_high_confidence_academic_signal", "missing_skill_signal", "paper", "papers", "readme_scope", "research", "review", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 252, "open_issues": 1, "watchers": 6246, "size_kb": 95684, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 7, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 26, "repo": "ScrapeCreators/social-media-research-skills", "stars": 6141, "star_delta_1d": 25, "star_delta_7d": 806, "star_delta_30d": 806, "trend_score": 1002.25, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "AI agent skills for social media research. Outlier posts, comment mining, competitor teardowns, ad libraries & trends across TikTok, Instagram, YouTube, Reddit, X, LinkedIn & more. Powered by ScrapeCreators. Works with Claude Code, Cursor, Codex, Gemini CLI.", "language": "Python", "topics": [ "agent-skills", "ai-agents", "claude-code", "claude-skills", "competitor-analysis", "content-marketing", "cursor", "influencer-marketing", "market-research", "social-media", "social-media-research", "workflow-automation" ], "created_date": "2026-06-06", "last_push_date": "2026-08-26", "url": "https://github.com/ScrapeCreators/social-media-research-skills", "homepage": "https://scrapecreators.com", "agents": [ "claude-code", "codex", "cursor", "gemini" ], "precision_signals": [ "admission:skill_candidate", "agent skill", "missing_strong_academic_signal", "readme_scope", "research", "research workflow", "skill", "skills" ], "stale": false, "verifies_citations": false, "forks": 171, "open_issues": 9, "watchers": 6141, "size_kb": 41, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 13, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 27, "repo": "SamuelSchmidgall/AgentLaboratory", "stars": 5929, "star_delta_1d": 1, "star_delta_7d": 13, "star_delta_30d": 13, "trend_score": 45.78, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "Agent Laboratory is an end-to-end autonomous research workflow meant to assist you as the human researcher toward implementing your research ideas", "language": "Python", "topics": [], "created_date": "2025-01-08", "last_push_date": "2025-08-20", "url": "https://github.com/SamuelSchmidgall/AgentLaboratory", "homepage": "", "agents": [], "precision_signals": [ "admission:skill_candidate", "literature review", "missing_strong_academic_signal", "readme_scope", "research", "research paper", "research papers", "workflow" ], "stale": false, "verifies_citations": false, "forks": 806, "open_issues": 75, "watchers": 5929, "size_kb": 1424, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 28, "repo": "zLanqing/codex-claude-academic-skills", "stars": 5845, "star_delta_1d": 10, "star_delta_7d": 250, "star_delta_30d": 1102, "trend_score": 330.13, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "本仓库包含三个面向学术科研人员的Skills，覆盖从文献阅读、论文写作到科学计算的完整研究工作流。office-academic-skill 负责论文阅读报告与学术 PPT/Word 文档生成；research-writing-skill 提供论文写作、润色与审稿回复辅助；scientific-toolkit-skill 整合 MATLAB/Python 科学计算与期刊级图表生成。三个 Skill 专为中文科研用户设计，可在 Claude Code 和 codex 中一键调用。", "language": "Python", "topics": [], "created_date": "2026-05-14", "last_push_date": "2026-05-14", "url": "https://github.com/zLanqing/codex-claude-academic-skills", "homepage": "", "agents": [ "claude-code", "codex" ], "precision_signals": [ "academic", "claude code", "research", "scientific", "skill", "skills", "科研" ], "stale": false, "verifies_citations": false, "forks": 308, "open_issues": 3, "watchers": 5845, "size_kb": 2674, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 24, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 29, "repo": "Adkid-Zephyr/anti-defensive-writing-Skill", "stars": 5667, "star_delta_1d": 40, "star_delta_7d": 870, "star_delta_30d": 3032, "trend_score": 1096.9, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "极致轻量｜阻止论文的防御性写作 | Anti-defensive writing for academic papers — 学术写作原则 Skill + prompt pack (CN/EN)", "language": "Python", "topics": [ "academic-writing", "ai-writing", "claude-skill", "paper-writing", "prompt" ], "created_date": "2026-08-11", "last_push_date": "2026-10-27", "url": "https://github.com/Adkid-Zephyr/anti-defensive-writing-Skill", "homepage": "", "agents": [], "precision_signals": [ "academic", "paper", "papers", "skill", "论文" ], "stale": false, "verifies_citations": false, "forks": 131, "open_issues": 4, "watchers": 5667, "size_kb": 41, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 2, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 30, "repo": "tuna/thuthesis", "stars": 5487, "star_delta_1d": 0, "star_delta_7d": 12, "star_delta_30d": 12, "trend_score": 45.67, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "LaTeX Thesis Template for Tsinghua University", "language": "TeX", "topics": [ "ctan", "latex", "latex-thesis-template", "tex", "thuthesis", "tsinghua", "tsinghua-university" ], "created_date": "2011-09-12", "last_push_date": "2026-08-18", "url": "https://github.com/tuna/thuthesis", "homepage": "https://www.ctan.org/pkg/thuthesis", "agents": [], "precision_signals": [ "admission:skill_candidate", "latex", "missing_skill_signal", "readme_scope", "research paper", "research papers", "thesis" ], "stale": false, "verifies_citations": false, "forks": 1168, "open_issues": 10, "watchers": 5487, "size_kb": 8626, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": true, "license": { "key": "lppl-1.3c", "name": "LaTeX Project Public License v1.3c", "spdx_id": "LPPL-1.3c" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-11-02", "first_seen_at": "2026-11-02T03:20:20Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 31, "repo": "brycewang-stanford/Auto-Empirical-Research-Skills", "stars": 4978, "star_delta_1d": 6, "star_delta_7d": 86, "star_delta_30d": 408, "trend_score": 152.58, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "discipline-specific", "zh": "学科专项", "en": "Discipline Specific" }, "description": "🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库，覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文，并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.", "language": "Stata", "topics": [ "academic-research", "agent-skills", "ai-agent", "awesome-list", "communication", "copaper", "economics", "education", "empirical-research", "international-relations", "political-science", "psychology", "public-administration", "reproducible-research", "skills-library", "social-science", "sociology" ], "created_date": "2026-04-03", "last_push_date": "2026-11-09", "url": "https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills", "homepage": "https://copaper.ai", "agents": [], "precision_signals": [ "academic", "agent skill", "paper", "research", "science", "skill", "skills" ], "stale": false, "verifies_citations": false, "forks": 574, "open_issues": 0, "watchers": 4978, "size_kb": 46655, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": true, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 1262, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 32, "repo": "MLNLP-World/Paper-Writing-Tips", "stars": 4705, "star_delta_1d": 0, "star_delta_7d": 5, "star_delta_30d": 5, "trend_score": 45.36, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "MLNLP社区用来帮助大家避免论文投稿小错误的整理仓库。 Paper Writing Tips", "language": "", "topics": [ "mlnlp" ], "created_date": "2022-04-13", "last_push_date": "2026-09-26", "url": "https://github.com/MLNLP-World/Paper-Writing-Tips", "homepage": "", "agents": [], "precision_signals": [ "admission:skill_candidate", "missing_skill_signal", "paper", "paper writing", "readme_scope", "学术", "投稿", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 543, "open_issues": 5, "watchers": 4705, "size_kb": 31611, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 33, "repo": "CLUEbenchmark/CLUEDatasetSearch", "stars": 4457, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 29.19, "trend": { "id": "steady", "zh": "稳定", "en": "Steady" }, "category": { "id": "experiment-reproducibility", "zh": "实验复现", "en": "Experiments" }, "description": "搜索所有中文NLP数据集，附常用英文NLP数据集", "language": "Python", "topics": [ "chinese", "corpus", "datasets", "knowledge-graph", "machine-reading-comprehension", "machine-translation", "match", "ner", "nlp", "qa", "sentiment-analysis", "text-classification", "text-similarity", "text-summarization" ], "created_date": "2020-02-21", "last_push_date": "2022-11-21", "url": "https://github.com/CLUEbenchmark/CLUEDatasetSearch", "homepage": "https://www.cluebenchmarks.com/dataSet_search.html", "agents": [], "precision_signals": [ "admission:skill_candidate", "missing_academic_signal", "missing_skill_signal", "readme_scope", "论文" ], "stale": true, "verifies_citations": false, "forks": 621, "open_issues": 11, "watchers": 4457, "size_kb": 9301, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-29", "first_seen_at": "2026-10-29T08:49:02Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 34, "repo": "dennybritz/deeplearning-papernotes", "stars": 4425, "star_delta_1d": 0, "star_delta_7d": 1, "star_delta_30d": 1, "trend_score": 30.37, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Summaries and notes on Deep Learning research papers", "language": "", "topics": [], "created_date": "2015-12-19", "last_push_date": "2018-02-13", "url": "https://github.com/dennybritz/deeplearning-papernotes", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "missing_skill_signal", "paper", "papers", "readme_scope", "research", "thesis" ], "stale": false, "verifies_citations": false, "forks": 891, "open_issues": 6, "watchers": 4425, "size_kb": 411, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 35, "repo": "wdcpclover/ai4paper", "stars": 4390, "star_delta_1d": 10, "star_delta_7d": 339, "star_delta_30d": 339, "trend_score": 455.91, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "PDF 全文翻译，保留排版双语对照 · 2.4 亿文献检索一键入库 · 文库知识库问答 · AI 精读论文、综述与思维导图 · 列表直显期刊分区 / 中科院 / JCR / 影响因子 · 免插件网页版 app.ai4paper.pro · 适配 Zotero 7–10", "language": "HTML", "topics": [ "academic-writing", "ai-research", "literature-review", "paper-reading", "pdf-translation", "research-tools", "zotero", "zotero-plugin" ], "created_date": "2026-02-27", "last_push_date": "2026-11-10", "url": "https://github.com/wdcpclover/ai4paper", "homepage": "https://ai4paper.pro", "agents": [], "precision_signals": [ "academic", "admission:related", "literature", "paper", "plugin", "readme_scope", "research", "学术", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 46, "open_issues": 6, "watchers": 4390, "size_kb": 338, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": true, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 36, "repo": "synthetic-sciences/openscience", "stars": 4363, "star_delta_1d": 4, "star_delta_7d": 35, "star_delta_30d": 35, "trend_score": 94.21, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "The open-source AI workbench for scientific research", "language": "TypeScript", "topics": [ "agent", "ai", "ai-agent", "ai-scientist", "bioinformatics", "bun", "cli", "co-scientist", "llm", "ml", "ml-engineering", "open-source", "opensource", "research", "research-tools", "science", "scientific-computing" ], "created_date": "2026-07-03", "last_push_date": "2026-11-09", "url": "https://github.com/synthetic-sciences/openscience", "homepage": "https://openscience.sh", "agents": [], "precision_signals": [ "admission:skill_candidate", "missing_high_confidence_academic_signal", "missing_skill_signal", "readme_scope", "research", "science", "scientific", "scientific research", "thesis" ], "stale": false, "verifies_citations": false, "forks": 550, "open_issues": 13, "watchers": 4363, "size_kb": 82358, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "apache-2.0", "name": "Apache License 2.0", "spdx_id": "Apache-2.0" }, "skills_count": 373, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 37, "repo": "esbatmop/MNBVC", "stars": 4300, "star_delta_1d": 1, "star_delta_7d": 3, "star_delta_30d": 3, "trend_score": 49.1, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "discipline-specific", "zh": "学科专项", "en": "Discipline Specific" }, "description": "MNBVC(Massive Never-ending BT Vast Chinese corpus)超大规模中文语料集。对标chatGPT训练的40T数据。MNBVC数据集不但包括主流文化，也包括各个小众文化甚至火星文的数据。MNBVC数据集包括新闻、作文、小说、书籍、杂志、论文、台词、帖子、wiki、古诗、歌词、商品介绍、笑话、糗事、聊天记录等一切形式的纯文本中文数据。", "language": "", "topics": [ "chinese", "chinese-language", "chinese-nlp", "chinese-simplified", "corpus-data", "nlp", "nlp-machine-learning" ], "created_date": "2022-12-31", "last_push_date": "2026-10-25", "url": "https://github.com/esbatmop/MNBVC", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "missing_skill_signal", "readme_scope", "论文" ], "stale": false, "verifies_citations": false, "forks": 298, "open_issues": 22, "watchers": 4300, "size_kb": 678, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 38, "repo": "hzwer/WritingAIPaper", "stars": 4170, "star_delta_1d": 0, "star_delta_7d": 24, "star_delta_30d": 24, "trend_score": 57.76, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "Writing AI Conference Papers: A Handbook for Beginners", "language": "", "topics": [ "ai", "paper", "writing" ], "created_date": "2024-09-13", "last_push_date": "2025-07-16", "url": "https://github.com/hzwer/WritingAIPaper", "homepage": "", "agents": [], "precision_signals": [ "academic", "admission:related", "conference", "missing_skill_signal", "paper", "papers", "peer review", "readme_scope", "research paper" ], "stale": false, "verifies_citations": false, "forks": 153, "open_issues": 0, "watchers": 4170, "size_kb": 388, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 39, "repo": "km1994/nlp_paper_study", "stars": 4034, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 42.17, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "discipline-specific", "zh": "学科专项", "en": "Discipline Specific" }, "description": "该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记", "language": "C++", "topics": [ "attention", "bert", "entity-recognition", "gcn", "relation-extraction" ], "created_date": "2019-05-18", "last_push_date": "2026-10-11", "url": "https://github.com/km1994/nlp_paper_study", "homepage": "", "agents": [], "precision_signals": [ "admission:skill_candidate", "missing_skill_signal", "paper", "readme_scope", "论文" ], "stale": true, "verifies_citations": false, "forks": 637, "open_issues": 2, "watchers": 4034, "size_kb": 899270, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 40, "repo": "jmiao24/Paper2Agent", "stars": 3998, "star_delta_1d": 3, "star_delta_7d": 56, "star_delta_30d": 56, "trend_score": 104.08, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Paper2Agent is a multi-agent AI system that automatically transforms research papers into interactive AI agents.", "language": "Python", "topics": [], "created_date": "2025-09-09", "last_push_date": "2026-09-17", "url": "https://github.com/jmiao24/Paper2Agent", "homepage": "", "agents": [], "precision_signals": [ "admission:skill_candidate", "missing_skill_signal", "paper", "papers", "readme_scope", "research", "research paper", "research papers" ], "stale": false, "verifies_citations": false, "forks": 594, "open_issues": 5, "watchers": 3998, "size_kb": 6031, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 4, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 41, "repo": "AIScientists-Dev/academic-humanizer", "stars": 3955, "star_delta_1d": 23, "star_delta_7d": 711, "star_delta_30d": 1976, "trend_score": 884.45, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Strip AI-writing tells from papers and grant proposals (NSF/NIH), while keeping scholarly voice and tying claims to evidence. A skill for Claude Code, Codex, and MorphMind.", "language": "", "topics": [ "academic-writing", "grant-writing", "llm", "nih", "nsf", "research", "scientific-writing", "writing-assistant" ], "created_date": "2026-06-20", "last_push_date": "2026-07-03", "url": "https://github.com/AIScientists-Dev/academic-humanizer", "homepage": "https://morphmind.ai", "agents": [ "claude-code", "codex" ], "precision_signals": [ "academic", "claude code", "codex", "paper", "papers", "research", "skill" ], "stale": false, "verifies_citations": false, "forks": 291, "open_issues": 5, "watchers": 3955, "size_kb": 293, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 42, "repo": "M-3LAB/awesome-industrial-anomaly-detection", "stars": 3858, "star_delta_1d": 1, "star_delta_7d": 1, "star_delta_30d": 1, "trend_score": 48.72, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "Paper list and datasets for industrial image anomaly/defect detection (updating). 工业异常/瑕疵检测论文及数据集检索库(持续更新)。", "language": "", "topics": [ "anomaly-detection", "anomaly-segmentation", "computer-vision", "dataset", "deep-learning", "defect-detection", "industrial-image", "medical" ], "created_date": "2022-12-02", "last_push_date": "2026-11-05", "url": "https://github.com/M-3LAB/awesome-industrial-anomaly-detection", "homepage": "https://link.springer.com/content/pdf/10.1007/s11633-023-1459-z.pdf", "agents": [], "precision_signals": [ "admission:related", "manuscript", "missing_skill_signal", "paper", "readme_scope", "thesis", "论文" ], "stale": false, "verifies_citations": false, "forks": 345, "open_issues": 1, "watchers": 3858, "size_kb": 6875, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-11-05", "first_seen_at": "2026-11-05T09:48:29Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 43, "repo": "guanyingc/latex_paper_writing_tips", "stars": 3847, "star_delta_1d": 0, "star_delta_7d": 7, "star_delta_30d": 7, "trend_score": 37.08, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "Tips for Writing a Research Paper using LaTeX", "language": "TeX", "topics": [ "cvpr", "latex", "paper", "poster", "thesis-latex-template" ], "created_date": "2021-11-19", "last_push_date": "2023-05-04", "url": "https://github.com/guanyingc/latex_paper_writing_tips", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "latex", "missing_skill_signal", "paper", "paper writing", "phd", "readme_scope", "research", "research paper", "thesis" ], "stale": false, "verifies_citations": false, "forks": 409, "open_issues": 1, "watchers": 3847, "size_kb": 4128, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 44, "repo": "PaddlePaddle/awesome-DeepLearning", "stars": 3667, "star_delta_1d": 0, "star_delta_7d": 6, "star_delta_30d": 6, "trend_score": 35.72, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "discipline-specific", "zh": "学科专项", "en": "Discipline Specific" }, "description": "深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI", "language": "Jupyter Notebook", "topics": [ "bert", "classification", "cnn", "detection", "dqn", "dssm", "dynabert", "gan", "nlp", "pose", "recommender-system", "reinforcement-learning", "rnn", "sarsa", "segmentation", "tinybert", "transformer", "video" ], "created_date": "2019-12-11", "last_push_date": "2024-07-25", "url": "https://github.com/PaddlePaddle/awesome-DeepLearning", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "missing_skill_signal", "readme_scope", "学术", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 856, "open_issues": 444, "watchers": 3667, "size_kb": 501410, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "apache-2.0", "name": "Apache License 2.0", "spdx_id": "Apache-2.0" }, "skills_count": 0, "skills_count_complete": false, "repository_kind": "unknown", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 45, "repo": "zouzhekang/YJYpaper", "stars": 3630, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 28.48, "trend": { "id": "steady", "zh": "稳定", "en": "Steady" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "一个用来记录武汉大学杨景媛论文问题的仓库", "language": "HTML", "topics": [], "created_date": "2025-07-29", "last_push_date": "2025-08-13", "url": "https://github.com/zouzhekang/YJYpaper", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "missing_skill_signal", "paper", "readme_scope", "学术", "科研", "论文" ], "stale": true, "verifies_citations": false, "forks": 216, "open_issues": 238, "watchers": 3630, "size_kb": 102205, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 46, "repo": "Norman-bury/research-writing-skill", "stars": 3617, "star_delta_1d": 2, "star_delta_7d": 42, "star_delta_30d": 223, "trend_score": 78.87, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "科研写作助手 (Research Writing Assistant)", "language": "Python", "topics": [], "created_date": "2026-03-04", "last_push_date": "2026-06-10", "url": "https://github.com/Norman-bury/research-writing-skill", "homepage": "", "agents": [], "precision_signals": [ "assistant", "research", "skill", "科研" ], "stale": false, "verifies_citations": false, "forks": 234, "open_issues": 6, "watchers": 3617, "size_kb": 23724, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 20, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 47, "repo": "yilewang/llm-for-zotero", "stars": 3540, "star_delta_1d": 1, "star_delta_7d": 55, "star_delta_30d": 275, "trend_score": 114.36, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "An open-source research agent system for your Zotero library.", "language": "TypeScript", "topics": [ "academic-paper", "codex", "literature-analysis", "llm-agent", "mcp", "rag", "research-tool", "zotero", "zotero-plugin" ], "created_date": "2026-01-29", "last_push_date": "2026-11-10", "url": "https://github.com/yilewang/llm-for-zotero", "homepage": "https://yilewang.github.io/llm-for-zotero", "agents": [ "codex", "mcp" ], "precision_signals": [ "academic", "codex", "literature", "mcp", "paper", "plugin", "research" ], "stale": false, "verifies_citations": false, "forks": 221, "open_issues": 217, "watchers": 3540, "size_kb": 421924, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": true, "license": { "key": "agpl-3.0", "name": "GNU Affero General Public License v3.0", "spdx_id": "AGPL-3.0" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 48, "repo": "DSXiangLi/DecryptPrompt", "stars": 3451, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 47.98, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "总结Prompt&LLM论文，开源数据&模型，AIGC应用", "language": "", "topics": [ "aigc", "chain-of-thought", "chatgpt", "demonstration", "few-shot-learning", "in-context-learning", "instruction-tuning", "llm", "llm-agent", "papers", "prompt", "prompt-engineering", "prompt-tuning", "zero-shot-learning" ], "created_date": "2023-02-10", "last_push_date": "2026-11-08", "url": "https://github.com/DSXiangLi/DecryptPrompt", "homepage": "", "agents": [], "precision_signals": [ "academic", "admission:skill_candidate", "missing_skill_signal", "paper", "papers", "readme_scope", "论文" ], "stale": false, "verifies_citations": false, "forks": 325, "open_issues": 1, "watchers": 3451, "size_kb": 3163585, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 49, "repo": "google-deepmind/science-skills", "stars": 3440, "star_delta_1d": 1, "star_delta_7d": 55, "star_delta_30d": 55, "trend_score": 110.32, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "GDM Science Skills to speed up agentic scientific workflows with better grounding and higher token efficiency. Integrate insights from AlphaGenome, AFDB, UniProt and 30+ other databases and tools.", "language": "Python", "topics": [], "created_date": "2026-05-13", "last_push_date": "2026-10-23", "url": "https://github.com/google-deepmind/science-skills", "homepage": "https://antigravity.google/use-cases/science", "agents": [], "precision_signals": [ "admission:skill_candidate", "grounding", "literature search", "missing_high_confidence_academic_signal", "readme_scope", "science", "scientific", "scientific research", "skill", "skills", "workflow" ], "stale": false, "verifies_citations": false, "forks": 399, "open_issues": 1, "watchers": 3440, "size_kb": 2076, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "apache-2.0", "name": "Apache License 2.0", "spdx_id": "Apache-2.0" }, "skills_count": 40, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-11-03", "first_seen_at": "2026-11-03T03:54:51Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 50, "repo": "secdr/research-method", "stars": 3423, "star_delta_1d": 0, "star_delta_7d": 12, "star_delta_30d": 12, "trend_score": 42.68, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "论文写作与资料分享", "language": "", "topics": [ "paper", "research", "sci" ], "created_date": "2015-07-14", "last_push_date": "2022-08-07", "url": "https://github.com/secdr/research-method", "homepage": "", "agents": [], "precision_signals": [ "academic", "admission:skill_candidate", "missing_skill_signal", "paper", "phd", "readme_scope", "research", "research paper", "论文" ], "stale": false, "verifies_citations": false, "forks": 654, "open_issues": 2, "watchers": 3423, "size_kb": 220904, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 51, "repo": "blazickjp/arxiv-mcp-server", "stars": 3271, "star_delta_1d": 2, "star_delta_7d": 21, "star_delta_30d": 21, "trend_score": 66.01, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "A local MCP server for agent literature work. Original-LaTeX section reads, BibTeX from arXiv metadata, and topic watches. Papers stay on disk. Search is optional.", "language": "Python", "topics": [ "ai", "arxiv", "claude-ai", "gpt", "llm", "mcp-server", "model-context-protocol", "papers", "python", "research" ], "created_date": "2024-11-29", "last_push_date": "2026-10-08", "url": "https://github.com/blazickjp/arxiv-mcp-server", "homepage": "https://www.pulsemcp.com/servers/blazickjp-arxiv-mcp-server", "agents": [ "mcp" ], "precision_signals": [ "admission:skill_candidate", "literature", "mcp", "missing_strong_skill_signal", "paper", "papers", "readme_scope", "research", "research workflow" ], "stale": false, "verifies_citations": false, "forks": 263, "open_issues": 7, "watchers": 3271, "size_kb": 1516, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": true, "license": { "key": "apache-2.0", "name": "Apache License 2.0", "spdx_id": "Apache-2.0" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-29", "first_seen_at": "2026-10-29T03:21:50Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 52, "repo": "EvoMap/AutoResearch", "stars": 3092, "star_delta_1d": 0, "star_delta_7d": 1, "star_delta_30d": 1, "trend_score": 43.08, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "AI/ML research agents from idea to paper-ready evidence. An EvoMap open-source project.", "language": "Python", "topics": [], "created_date": "2026-08-15", "last_push_date": "2026-09-16", "url": "https://github.com/EvoMap/AutoResearch", "homepage": "", "agents": [], "precision_signals": [ "admission:skill_candidate", "missing_high_confidence_academic_signal", "missing_skill_signal", "paper", "paper writing", "readme_scope", "research", "research workflow", "thesis" ], "stale": false, "verifies_citations": false, "forks": 278, "open_issues": 6, "watchers": 3092, "size_kb": 825, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "apache-2.0", "name": "Apache License 2.0", "spdx_id": "Apache-2.0" }, "skills_count": 4, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-11-01", "first_seen_at": "2026-11-01T09:32:53Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 53, "repo": "Octoday-Hub/Embodied-AI", "stars": 3071, "star_delta_1d": 0, "star_delta_7d": 70, "star_delta_30d": 70, "trend_score": 130.75, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "「Octoday Hub 星期八具身智能生态社区」聚合论文、项目、课程、工具、数据集、招聘等资源，连接全球开发者、研究者与产业伙伴。", "language": "", "topics": [ "awesome-list", "community", "embodied-ai", "jobs", "papers", "research", "robot", "robot-learning", "robotics", "tools" ], "created_date": "2026-05-10", "last_push_date": "2026-11-05", "url": "https://github.com/Octoday-Hub/Embodied-AI", "homepage": "https://github.com/Octoday-Hub/Embodied-Al", "agents": [], "precision_signals": [ "admission:related", "missing_skill_signal", "paper", "papers", "readme_scope", "research", "学术", "论文" ], "stale": false, "verifies_citations": false, "forks": 284, "open_issues": 3, "watchers": 3071, "size_kb": 68717, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 54, "repo": "dw-dengwei/daily-arXiv-ai-enhanced", "stars": 3047, "star_delta_1d": 0, "star_delta_7d": 8, "star_delta_30d": 8, "trend_score": 43.5, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Automatically crawl arXiv papers daily and summarize them using AI. Illustrating them using GitHub Pages.", "language": "JavaScript", "topics": [ "ai-tools", "arxiv", "llms", "read-papers", "research-tool" ], "created_date": "2025-03-20", "last_push_date": "2026-09-08", "url": "https://github.com/dw-dengwei/daily-arXiv-ai-enhanced", "homepage": "https://arxiv.dw-dengwei.cn", "agents": [], "precision_signals": [ "academic", "admission:skill_candidate", "arxiv", "missing_high_confidence_academic_signal", "missing_skill_signal", "paper", "papers", "readme_scope", "research", "学术", "论文" ], "stale": false, "verifies_citations": false, "forks": 1128, "open_issues": 21, "watchers": 3047, "size_kb": 231526, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-31", "first_seen_at": "2026-10-31T03:03:15Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 55, "repo": "openags/paper-search-mcp", "stars": 3045, "star_delta_1d": 3, "star_delta_7d": 66, "star_delta_30d": 262, "trend_score": 118.37, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "MCP, CLI, Skills for searching and downloading academic papers from multiple sources like arXiv, PubMed, bioRxiv, etc.", "language": "Python", "topics": [ "ai-scientist", "arxiv-papers", "mcp-server", "paper-search" ], "created_date": "2025-04-06", "last_push_date": "2026-10-02", "url": "https://github.com/openags/paper-search-mcp", "homepage": "", "agents": [ "mcp" ], "precision_signals": [ "academic", "arxiv", "mcp", "paper", "papers", "skill", "skills" ], "stale": false, "verifies_citations": false, "forks": 305, "open_issues": 20, "watchers": 3045, "size_kb": 1836, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 2, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 56, "repo": "OpenNSWM-Lab/FAROS", "stars": 3042, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 43.44, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "A blueprint-driven AutoResearch runtime for orchestrating AI research workflows from idea generation and experiments to paper writing and peer review.", "language": "Python", "topics": [ "academic-research", "academic-writing", "agentic-workflow", "ai-for-science", "ai-scientist", "ai4science", "automated-research", "autonomous-research", "autoresearch", "llm-agents", "multi-agent", "paper-generation", "paper-writing", "research-agent", "research-automation", "research-orchestration", "research-workflow", "scientific-discovery", "scientific-workflow", "workflow-orchestration" ], "created_date": "2026-05-13", "last_push_date": "2026-10-21", "url": "https://github.com/OpenNSWM-Lab/FAROS", "homepage": "", "agents": [], "precision_signals": [ "academic", "paper", "research", "review", "workflow" ], "stale": false, "verifies_citations": false, "forks": 388, "open_issues": 147, "watchers": 3042, "size_kb": 7679, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-08-30", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 57, "repo": "yb2460/harness-anything", "stars": 3034, "star_delta_1d": 9, "star_delta_7d": 205, "star_delta_30d": 792, "trend_score": 287.68, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "literature-review", "zh": "文献综述", "en": "Literature Review" }, "description": "Harness Anything - AI agent control hub: WPS, MS Office, Zotero, Photoshop, 47 CLI commands, 27 academic skills, SVG-to-PPTX", "language": "Python", "topics": [ "ai-agent", "automation", "cli", "cli-anything", "com", "office", "python", "windows", "wps" ], "created_date": "2026-05-27", "last_push_date": "2026-10-09", "url": "https://github.com/yb2460/harness-anything", "homepage": "", "agents": [], "precision_signals": [ "academic", "skill", "skills" ], "stale": false, "verifies_citations": false, "forks": 205, "open_issues": 27, "watchers": 3034, "size_kb": 14162, "default_branch": "master", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 3, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 58, "repo": "huangwb8/ChineseResearchLaTeX", "stars": 3030, "star_delta_1d": 0, "star_delta_7d": 26, "star_delta_30d": 138, "trend_score": 78.87, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "中国科研常用LaTeX模板集", "language": "Python", "topics": [ "ai", "claude-code", "codex-cli", "funding", "graduate", "latex-template", "research", "researchpapers", "vibe-codng" ], "created_date": "2024-02-12", "last_push_date": "2026-11-09", "url": "https://github.com/huangwb8/ChineseResearchLaTeX", "homepage": "", "agents": [ "claude-code", "codex" ], "precision_signals": [ "codex", "latex", "paper", "papers", "research" ], "stale": false, "verifies_citations": false, "forks": 282, "open_issues": 0, "watchers": 3030, "size_kb": 259495, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 26, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 59, "repo": "weslynn/AlphaTree-graphic-deep-neural-network", "stars": 3027, "star_delta_1d": 0, "star_delta_7d": 1, "star_delta_30d": 1, "trend_score": 42.75, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "discipline-specific", "zh": "学科专项", "en": "Discipline Specific" }, "description": "AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱", "language": "", "topics": [ "deep-learning", "image-classification", "machine-learning", "neural-network" ], "created_date": "2018-03-06", "last_push_date": "2026-10-13", "url": "https://github.com/weslynn/AlphaTree-graphic-deep-neural-network", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "missing_skill_signal", "readme_scope", "论文" ], "stale": false, "verifies_citations": false, "forks": 616, "open_issues": 7, "watchers": 3027, "size_kb": 94647, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 60, "repo": "LigphiDonk/academic-figure-generator", "stars": 2903, "star_delta_1d": 3, "star_delta_7d": 81, "star_delta_30d": 335, "trend_score": 124.9, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "AI 驱动的学术论文配图生成平台。上传论文 → AI 分析内容生成 Prompt → 一键生成高质量科研配图，还有配套的skill可在主流agent中使用", "language": "Python", "topics": [], "created_date": "2026-03-01", "last_push_date": "2026-03-27", "url": "https://github.com/LigphiDonk/academic-figure-generator", "homepage": "", "agents": [], "precision_signals": [ "academic", "skill", "学术", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 140, "open_issues": 7, "watchers": 2903, "size_kb": 34606, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 2, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 61, "repo": "Haojae/scipilot-figure-skill", "stars": 2805, "star_delta_1d": 3, "star_delta_7d": 3, "star_delta_30d": 3, "trend_score": 31.47, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "SciPilot Skills family - Publication-grade scientific figure copilot for Claude Code ", "language": "Python", "topics": [], "created_date": "2026-05-18", "last_push_date": "2026-06-15", "url": "https://github.com/Haojae/scipilot-figure-skill", "homepage": "", "agents": [ "claude-code" ], "precision_signals": [ "admission:skill_candidate", "claude code", "missing_high_confidence_academic_signal", "paper reading", "readme_scope", "scientific", "scientific plotting", "skill", "skills", "科研" ], "stale": false, "verifies_citations": false, "forks": 100, "open_issues": 4, "watchers": 2805, "size_kb": 95, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-11-10", "first_seen_at": "2026-11-10T06:00:27Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 62, "repo": "wxyhgk/retain-pdf", "stars": 2712, "star_delta_1d": 2, "star_delta_7d": 32, "star_delta_30d": 32, "trend_score": 85.78, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "在保留版面、公式与结构的前提下进行 PDF 翻译，适用于科研与技术文档", "language": "Python", "topics": [ "document-ai", "document-processing", "layout-preserving", "ocr", "pdf", "scientific-papers", "translation", "typst" ], "created_date": "2026-03-29", "last_push_date": "2026-11-10", "url": "https://github.com/wxyhgk/retain-pdf", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "missing_skill_signal", "paper", "papers", "readme_scope", "scientific", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 301, "open_issues": 19, "watchers": 2712, "size_kb": 407928, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 6, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 63, "repo": "HiLab-git/SSL4MIS", "stars": 2705, "star_delta_1d": 0, "star_delta_7d": 3, "star_delta_30d": 3, "trend_score": 31.06, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "literature-review", "zh": "文献综述", "en": "Literature Review" }, "description": "Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.", "language": "Python", "topics": [ "semi-supervised-learning" ], "created_date": "2020-09-25", "last_push_date": "2025-06-07", "url": "https://github.com/HiLab-git/SSL4MIS", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "literature", "literature review", "missing_skill_signal", "readme_scope", "review" ], "stale": false, "verifies_citations": false, "forks": 422, "open_issues": 36, "watchers": 2705, "size_kb": 609, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 64, "repo": "Achuan-2/SlideSCI", "stars": 2677, "star_delta_1d": 1, "star_delta_7d": 8, "star_delta_30d": 8, "trend_score": 53.27, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "PPT插件，支持素材库、AI助手、一键添加图片标题，复制粘贴位置、一键图片对齐、一键插入Markdown（加粗、超链接等行内样式、代码块、LaTeX等块级样式）、便捷导出图片！", "language": "C#", "topics": [], "created_date": "2025-01-09", "last_push_date": "2026-10-24", "url": "https://github.com/Achuan-2/SlideSCI", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "latex", "missing_skill_signal", "readme_scope", "科研" ], "stale": false, "verifies_citations": false, "forks": 96, "open_issues": 2, "watchers": 2677, "size_kb": 32044, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "agpl-3.0", "name": "GNU Affero General Public License v3.0", "spdx_id": "AGPL-3.0" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T08:55:06Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 65, "repo": "HughYau/AcademicForge", "stars": 2637, "star_delta_1d": 0, "star_delta_7d": 14, "star_delta_30d": 47, "trend_score": 62.29, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "One Forge, All Skills: A curated skill collection for academic writing and research. 点开即用，按需配置的一站式学术研究skills平台。", "language": "Python", "topics": [ "ai", "ai-for-research", "research-tool", "scientific-agents", "skills" ], "created_date": "2026-02-03", "last_push_date": "2026-11-01", "url": "https://github.com/HughYau/AcademicForge", "homepage": "http://hughyau.com/AcademicForge/", "agents": [], "precision_signals": [ "academic", "research", "scientific", "skill", "skills", "学术" ], "stale": false, "verifies_citations": false, "forks": 155, "open_issues": 2, "watchers": 2637, "size_kb": 1283, "default_branch": "site-first", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 33, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 66, "repo": "52CV/CVPR-2021-Papers", "stars": 2531, "star_delta_1d": 0, "star_delta_7d": 2, "star_delta_30d": 2, "trend_score": 29.63, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "discipline-specific", "zh": "学科专项", "en": "Discipline Specific" }, "description": "", "language": "", "topics": [], "created_date": "2021-03-03", "last_push_date": "2022-04-11", "url": "https://github.com/52CV/CVPR-2021-Papers", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "missing_high_confidence_academic_signal", "missing_skill_signal", "paper", "papers", "readme_scope", "thesis", "论文" ], "stale": false, "verifies_citations": false, "forks": 312, "open_issues": 0, "watchers": 2531, "size_kb": 2006, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 67, "repo": "Weizhena/Deep-Research-skills", "stars": 2524, "star_delta_1d": 2, "star_delta_7d": 51, "star_delta_30d": 195, "trend_score": 90.8, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "Structured deep research skill for Claude Code/Open Code/Codex with human-in-the-loop control", "language": "Python", "topics": [ "claude-code", "claude-code-skills", "deep-research-agent", "gpt-skills", "llm-agent", "opencode", "opencode-skills", "research" ], "created_date": "2025-12-29", "last_push_date": "2026-08-23", "url": "https://github.com/Weizhena/Deep-Research-skills", "homepage": "", "agents": [ "claude-code", "codex", "opencode" ], "precision_signals": [ "claude code", "research", "skill", "skills", "trusted_seed" ], "stale": false, "verifies_citations": false, "forks": 202, "open_issues": 2, "watchers": 2524, "size_kb": 6956, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 20, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 68, "repo": "hithesis/hithesis", "stars": 2478, "star_delta_1d": 0, "star_delta_7d": 5, "star_delta_30d": 5, "trend_score": 52.06, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "嗨！thesis！哈尔滨工业大学毕业论文LaTeX模板", "language": "TeX", "topics": [ "hithesis", "latex-package" ], "created_date": "2017-06-08", "last_push_date": "2026-11-05", "url": "https://github.com/hithesis/hithesis", "homepage": "https://hithesis.site/", "agents": [], "precision_signals": [ "admission:skill_candidate", "latex", "missing_skill_signal", "readme_scope", "thesis", "学术", "论文" ], "stale": false, "verifies_citations": false, "forks": 408, "open_issues": 27, "watchers": 2478, "size_kb": 182106, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": true, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 69, "repo": "llmsresearch/paperbanana", "stars": 2473, "star_delta_1d": 0, "star_delta_7d": 21, "star_delta_30d": 80, "trend_score": 60.4, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Open source implementation and extension of Google Research’s PaperBanana for automated academic figures, diagrams, and research visuals, expanded to new domains like slide generation.", "language": "Python", "topics": [ "academic-diagrams", "academic-research", "agentic-ai", "arxiv", "diagram-generation", "gemini", "google-gemini", "llm", "llms", "mcp", "mcp-server", "multiagent", "neurips", "paperbanana", "python-ai-research-tools", "research-automation", "research-tools", "scientific-visualization", "text-to-image", "vlm" ], "created_date": "2026-02-04", "last_push_date": "2026-09-17", "url": "https://github.com/llmsresearch/paperbanana", "homepage": "", "agents": [ "gemini", "mcp" ], "precision_signals": [ "academic", "gemini", "mcp", "paper", "research", "scientific" ], "stale": false, "verifies_citations": false, "forks": 344, "open_issues": 13, "watchers": 2473, "size_kb": 142600, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": true, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 3, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 70, "repo": "shengyp/doing_the_PhD", "stars": 2400, "star_delta_1d": 0, "star_delta_7d": 2, "star_delta_30d": 2, "trend_score": 29.44, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "discipline-specific", "zh": "学科专项", "en": "Discipline Specific" }, "description": "", "language": "", "topics": [], "created_date": "2020-07-27", "last_push_date": "2026-02-09", "url": "https://github.com/shengyp/doing_the_PhD", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "doi", "missing_skill_signal", "phd", "readme_scope", "学术", "科研" ], "stale": false, "verifies_citations": false, "forks": 280, "open_issues": 1, "watchers": 2400, "size_kb": 79237, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 71, "repo": "zhaoyang97/Paper-Notes", "stars": 2367, "star_delta_1d": 4, "star_delta_7d": 44, "star_delta_30d": 44, "trend_score": 91.36, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "discipline-specific", "zh": "学科专项", "en": "Discipline Specific" }, "description": "📚 数千篇 AI、LLM、NLP、CV 顶会论文解读，每篇 5 分钟读懂核心思想。", "language": "Python", "topics": [ "acl", "acl2026", "ai", "cv", "cvpr", "cvpr2026", "iclr", "icml-2026", "llm", "neurips", "nlp", "paper", "paper-notes", "paper-reading" ], "created_date": "2026-03-18", "last_push_date": "2026-10-03", "url": "https://github.com/zhaoyang97/Paper-Notes", "homepage": "https://papernotes.org", "agents": [], "precision_signals": [ "admission:related", "missing_skill_signal", "paper", "readme_scope", "论文" ], "stale": false, "verifies_citations": false, "forks": 101, "open_issues": 8, "watchers": 2367, "size_kb": 379475, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 72, "repo": "c-narcissus/paper-framework-figure-studio-pro", "stars": 2338, "star_delta_1d": 0, "star_delta_7d": 17, "star_delta_30d": 17, "trend_score": 47.35, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "A multi-round co-design skill for publication-ready paper framework diagrams and method overview figures.", "language": "", "topics": [], "created_date": "2026-04-23", "last_push_date": "2026-07-10", "url": "https://github.com/c-narcissus/paper-framework-figure-studio-pro", "homepage": "", "agents": [], "precision_signals": [ "admission:skill_candidate", "missing_high_confidence_academic_signal", "paper", "readme_scope", "skill", "论文" ], "stale": false, "verifies_citations": false, "forks": 128, "open_issues": 9, "watchers": 2338, "size_kb": 597057, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-29", "first_seen_at": "2026-10-29T03:21:50Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 73, "repo": "bohyy/academic-ai-prompt", "stars": 2330, "star_delta_1d": 4, "star_delta_7d": 52, "star_delta_30d": 253, "trend_score": 93.99, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "一套为研究生和学术研究者设计的完整AI Prompt库 📖 包含内容： ✨ 40+ 精心设计的AI Prompt ✨ 论文选题系统方法（生成、评估、论证） ✨ 论文查找快速方案（8个不同方案） ✨ 文献综述框架和工具 ✨ Excel自动评估表格 ✨ 3个完整的论证模板 🚀 核心优势： ⚡ 节省时间 50-70%（选题3-5天而不是2-3周） 🎯 科学方法（基于系统的5维度评估体系） 💡 即插即用（所有Prompt直接复制可用） 📚 全流程覆盖（从选题到出版的完整方案） 🎓 适用人群： 👨‍🎓 硕士研究生 | 博士研究生 | 本科毕业设计 | 学术研究者 | 内容创作者 ", "language": "", "topics": [ "academic-research", "ai", "ai-prompts", "ailearning", "knowledge-base", "open-source", "paper-writing", "productivity", "prompt-engineering", "research-tools", "research-workflows" ], "created_date": "2026-02-12", "last_push_date": "2026-09-02", "url": "https://github.com/bohyy/academic-ai-prompt", "homepage": "", "agents": [], "precision_signals": [ "academic", "paper", "research", "workflow", "论文" ], "stale": false, "verifies_citations": false, "forks": 142, "open_issues": 0, "watchers": 2330, "size_kb": 1732, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-09-03", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 74, "repo": "Future-Scholars/paperlib", "stars": 2324, "star_delta_1d": 0, "star_delta_7d": 12, "star_delta_30d": 12, "trend_score": 41.33, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "An open-source academic paper management tool.", "language": "TypeScript", "topics": [ "academic", "academic-paper", "computer-science", "computer-vision", "management", "math", "neural-language-processing", "paper-management", "references", "science" ], "created_date": "2021-01-11", "last_push_date": "2026-04-01", "url": "https://github.com/Future-Scholars/paperlib", "homepage": "https://paperlib.app", "agents": [], "precision_signals": [ "academic", "admission:related", "missing_skill_signal", "paper", "paper writing", "phd", "readme_scope", "scholar", "science" ], "stale": false, "verifies_citations": false, "forks": 117, "open_issues": 35, "watchers": 2324, "size_kb": 79168, "default_branch": "chore/official-sync", "has_issues": true, "has_wiki": true, "has_discussions": true, "license": { "key": "gpl-3.0", "name": "GNU General Public License v3.0", "spdx_id": "GPL-3.0" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 75, "repo": "AmberLJC/LLMSys-PaperList", "stars": 2321, "star_delta_1d": 0, "star_delta_7d": 7, "star_delta_30d": 7, "trend_score": 50.71, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "Large Language Model (LLM) Systems Paper List", "language": "Python", "topics": [], "created_date": "2023-06-06", "last_push_date": "2026-10-20", "url": "https://github.com/AmberLJC/LLMSys-PaperList", "homepage": "", "agents": [], "precision_signals": [ "academic", "admission:related", "missing_high_confidence_academic_signal", "missing_skill_signal", "paper", "readme_scope", "thesis" ], "stale": false, "verifies_citations": false, "forks": 126, "open_issues": 2, "watchers": 2321, "size_kb": 9103, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T08:55:06Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 76, "repo": "poco-ai/Agentero", "stars": 2271, "star_delta_1d": 50, "star_delta_7d": 1198, "star_delta_30d": 1198, "trend_score": 1488.04, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "literature-review", "zh": "文献综述", "en": "Literature Review" }, "description": "Unified research workspace for humans & agents — PDF Q&A with citations, Vault, writing. 为人与 Agent 协作的科研工作台；补齐 Zotero 时代的人机上下文断点。", "language": "TypeScript", "topics": [ "academic", "ai-agents", "citations", "desktop-app", "dsh-plugin", "knowledge-base", "literature-review", "llm", "mcp", "pdf", "rag", "research", "research-assistant", "tauri", "typescript", "writing-assistant" ], "created_date": "2026-07-07", "last_push_date": "2026-11-10", "url": "https://github.com/poco-ai/Agentero", "homepage": "https://agentero.app", "agents": [ "mcp" ], "precision_signals": [ "academic", "admission:skill_candidate", "assistant", "literature", "mcp", "plugin", "readme_scope", "research", "review", "学术", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 135, "open_issues": 43, "watchers": 2271, "size_kb": 46480, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 13, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 77, "repo": "tsingyuai/scientify", "stars": 2252, "star_delta_1d": 0, "star_delta_7d": 3, "star_delta_30d": 3, "trend_score": 36.45, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Automatic and end-to-end scientific research workflow. Produces state-of-the-art level research results.", "language": "TypeScript", "topics": [], "created_date": "2026-02-04", "last_push_date": "2026-09-08", "url": "https://github.com/tsingyuai/scientify", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "missing_high_confidence_academic_signal", "readme_scope", "research", "scientific", "workflow", "学术", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 191, "open_issues": 6, "watchers": 2252, "size_kb": 2981, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 18, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 78, "repo": "chi111i/BypassAIGC", "stars": 2231, "star_delta_1d": 1, "star_delta_7d": 15, "star_delta_30d": 15, "trend_score": 48.33, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "论文润色，AIGC 降重工具(gptzero等检测网站)", "language": "Python", "topics": [], "created_date": "2025-11-02", "last_push_date": "2026-08-28", "url": "https://github.com/chi111i/BypassAIGC", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "missing_skill_signal", "readme_scope", "学术", "论文" ], "stale": false, "verifies_citations": false, "forks": 263, "open_issues": 10, "watchers": 2231, "size_kb": 27321, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 79, "repo": "ustctug/ustcthesis", "stars": 2136, "star_delta_1d": 0, "star_delta_7d": 2, "star_delta_30d": 2, "trend_score": 46.2, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "LaTeX template for USTC thesis", "language": "TeX", "topics": [ "latex", "latex-template", "thesis-template", "ustc" ], "created_date": "2015-07-07", "last_push_date": "2026-10-28", "url": "https://github.com/ustctug/ustcthesis", "homepage": "https://gradschool.ustc.edu.cn/column/190", "agents": [], "precision_signals": [ "admission:skill_candidate", "latex", "missing_skill_signal", "readme_scope", "thesis", "论文" ], "stale": false, "verifies_citations": false, "forks": 452, "open_issues": 1, "watchers": 2136, "size_kb": 5522, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": true, "license": { "key": "lppl-1.3c", "name": "LaTeX Project Public License v1.3c", "spdx_id": "LPPL-1.3c" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 80, "repo": "aipoch/medical-research-skills", "stars": 2037, "star_delta_1d": 1, "star_delta_7d": 10, "star_delta_30d": 99, "trend_score": 46.43, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Hundreds of agent skills for medical research, including protocol design, data analysis, evidence insights, and academic writing.", "language": "Python", "topics": [ "ai", "bioinformatics", "biology", "cancer-genomics", "computational-biology", "data-analysis", "data-visualization", "differential-expression", "genomics", "medical", "medical-research", "science", "single-cell" ], "created_date": "2026-02-04", "last_push_date": "2026-09-17", "url": "https://github.com/aipoch/medical-research-skills", "homepage": "https://aipoch.com/agent-skills", "agents": [], "precision_signals": [ "academic", "agent skill", "research", "science", "skill", "skills" ], "stale": false, "verifies_citations": false, "forks": 201, "open_issues": 11, "watchers": 2037, "size_kb": 260457, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": true, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 605, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 81, "repo": "chenking2020/FindTheChatGPTer", "stars": 2006, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 26.42, "trend": { "id": "steady", "zh": "稳定", "en": "Steady" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "ChatGPT爆火，开启了通往AGI的关键一步，本项目旨在汇总那些ChatGPT的开源平替们，包括文本大模型、多模态大模型等，为大家提供一些便利", "language": "", "topics": [ "agi", "alpaca", "autogpt", "baichuan", "belle", "ceval", "chatglm", "chatgpt", "codi", "guanaco", "learderboard", "linly", "llama", "llama2", "llava", "lora", "minigpt4", "self-instruct", "vicuna", "wizadlm" ], "created_date": "2023-04-07", "last_push_date": "2023-08-14", "url": "https://github.com/chenking2020/FindTheChatGPTer", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "missing_academic_signal", "missing_skill_signal", "readme_scope", "科研", "论文" ], "stale": true, "verifies_citations": false, "forks": 190, "open_issues": 8, "watchers": 2006, "size_kb": 5244, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-29", "first_seen_at": "2026-10-29T08:49:02Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 82, "repo": "XiaoMaColtAI/math-modeling-skill", "stars": 1917, "star_delta_1d": 0, "star_delta_7d": 22, "star_delta_30d": 58, "trend_score": 72.57, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "discipline-specific", "zh": "学科专项", "en": "Discipline Specific" }, "description": "数学建模技能 - 面向 CUMCM、MCM/ICM 等数学建模竞赛的三阶段工作流：建模分析、Python/MATLAB 编程与 DOCX 论文生成。包含丰富的算法资源库(优化/预测/评价/图论/机器学习等)、角色指导文档、论文模板和实用工具脚本", "language": "Python", "topics": [ "claude-code", "claude-skills", "codex", "codex-skill", "cumcm", "deepseek-harness", "math-modeling", "mcm-icm", "skills", "vibe-coding" ], "created_date": "2026-01-24", "last_push_date": "2026-11-10", "url": "https://github.com/XiaoMaColtAI/math-modeling-skill", "homepage": "https://mms.weseeworld.cn", "agents": [ "claude-code", "codex" ], "precision_signals": [ "codex", "skill", "skills", "论文" ], "stale": false, "verifies_citations": false, "forks": 103, "open_issues": 4, "watchers": 1917, "size_kb": 69795, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 20, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-05", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 83, "repo": "VoltAgent/awesome-ai-agent-papers", "stars": 1896, "star_delta_1d": 0, "star_delta_7d": 13, "star_delta_30d": 59, "trend_score": 60.02, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "experiment-reproducibility", "zh": "实验复现", "en": "Experiments" }, "description": "A curated collection of AI agent research papers released in 2026, covering agent engineering, memory, evaluation, workflows, and autonomous systems.", "language": "", "topics": [ "ai-agents", "awesome", "awesome-list", "llm", "llm-agents", "memory", "rag", "research-paper" ], "created_date": "2026-02-10", "last_push_date": "2026-11-02", "url": "https://github.com/VoltAgent/awesome-ai-agent-papers", "homepage": "https://starterkit.getdesign.md/", "agents": [], "precision_signals": [ "paper", "papers", "research", "workflow" ], "stale": false, "verifies_citations": false, "forks": 202, "open_issues": 4, "watchers": 1896, "size_kb": 876, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 84, "repo": "HuangOwen/Awesome-LLM-Compression", "stars": 1895, "star_delta_1d": 0, "star_delta_7d": 5, "star_delta_30d": 5, "trend_score": 49.07, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Awesome LLM compression research papers and tools.", "language": "", "topics": [], "created_date": "2023-05-30", "last_push_date": "2026-10-27", "url": "https://github.com/HuangOwen/Awesome-LLM-Compression", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "missing_skill_signal", "paper", "papers", "readme_scope", "research", "research paper", "research papers" ], "stale": false, "verifies_citations": false, "forks": 146, "open_issues": 0, "watchers": 1895, "size_kb": 1390, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 85, "repo": "steven-jianhao-li/zotero-AI-Butler", "stars": 1873, "star_delta_1d": 1, "star_delta_7d": 16, "star_delta_30d": 16, "trend_score": 65.36, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "【Zotero AI 管家】调用大模型，自动精读论文库里的论文，总结为Zotero笔记。支持主流大模型平台！您只需像往常一样把文献丢进 Zotero， 管家会自动帮您精读论文，将文章揉碎了总结为笔记，让您“十分钟完全了解”这篇论文！", "language": "TypeScript", "topics": [ "academic-tools", "ai", "ai-butler", "artificial-intelligence", "butler", "knowledge-management", "llm", "markdown", "paper-reading", "pdf-analysis", "plugin", "productivity", "research-assistant", "workflow", "zotero", "zotero-plugin" ], "created_date": "2025-10-29", "last_push_date": "2026-11-10", "url": "https://github.com/steven-jianhao-li/zotero-AI-Butler", "homepage": "https://github.com/steven-jianhao-li/zotero-AI-Butler/releases", "agents": [], "precision_signals": [ "academic", "admission:related", "assistant", "paper", "plugin", "readme_scope", "research", "workflow", "学术", "文献阅读", "论文" ], "stale": false, "verifies_citations": false, "forks": 107, "open_issues": 6, "watchers": 1873, "size_kb": 35724, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": true, "license": { "key": "agpl-3.0", "name": "GNU Affero General Public License v3.0", "spdx_id": "AGPL-3.0" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 86, "repo": "delibae/claude-prism", "stars": 1848, "star_delta_1d": 0, "star_delta_7d": 9, "star_delta_30d": 38, "trend_score": 40.49, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "An offline-first scientific writing workspace powered by Claude. LaTeX + Python + 100+ scientific skills all running locally.", "language": "TypeScript", "topics": [ "academic", "ai", "claude", "claude-code", "desktop-app", "editor", "latex", "llm", "offline", "open-source", "privacy", "python", "research", "rust", "scientific-writing", "tauri", "tectonic", "zotero" ], "created_date": "2026-02-20", "last_push_date": "2026-08-28", "url": "https://github.com/delibae/claude-prism", "homepage": "https://claudeprism.delibae.dev", "agents": [ "claude-code" ], "precision_signals": [ "academic", "latex", "research", "scientific", "skill", "skills" ], "stale": false, "verifies_citations": false, "forks": 179, "open_issues": 38, "watchers": 1848, "size_kb": 15661, "default_branch": "chore/bump-1.1.6", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 87, "repo": "Kiterlin/anti-defensive-writing", "stars": 1821, "star_delta_1d": 10, "star_delta_7d": 199, "star_delta_30d": 199, "trend_score": 282.23, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "Codex skill for removing defensive writing and strengthening prose.", "language": "PowerShell", "topics": [ "academic-writing", "agent-skill", "codex", "codex-skill", "editing", "writing" ], "created_date": "2026-06-23", "last_push_date": "2026-10-17", "url": "https://github.com/Kiterlin/anti-defensive-writing", "homepage": "", "agents": [ "codex" ], "precision_signals": [ "academic", "codex", "skill" ], "stale": false, "verifies_citations": false, "forks": 56, "open_issues": 4, "watchers": 1821, "size_kb": 8824, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 2, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-20", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 88, "repo": "juliye2025/evil-read-arxiv", "stars": 1799, "star_delta_1d": 2, "star_delta_7d": 20, "star_delta_30d": 93, "trend_score": 57.54, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "Claude Code+Obsidian，邪修读论文就是快", "language": "Python", "topics": [], "created_date": "2026-03-03", "last_push_date": "2026-09-15", "url": "https://github.com/juliye2025/evil-read-arxiv", "homepage": "", "agents": [ "claude-code" ], "precision_signals": [ "arxiv", "claude code", "论文" ], "stale": false, "verifies_citations": false, "forks": 174, "open_issues": 14, "watchers": 1799, "size_kb": 255, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 5, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 89, "repo": "mims-harvard/ToolUniverse", "stars": 1780, "star_delta_1d": 0, "star_delta_7d": 7, "star_delta_30d": 54, "trend_score": 54.4, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Democratizing AI scientists with ToolUniverse", "language": "Python", "topics": [ "agents", "ai-agents", "ai-communication", "ai-for-science", "ai-scientists", "automated-science", "autonomous-agents", "co-pilot", "co-scientist", "llms", "lrm", "mcp-servers", "reasoning-agent", "reasoning-language-models", "scientific-skill", "tool-use" ], "created_date": "2025-03-03", "last_push_date": "2026-11-10", "url": "https://github.com/mims-harvard/ToolUniverse", "homepage": "https://aiscientist.tools", "agents": [ "mcp" ], "precision_signals": [ "mcp", "reasoning", "science", "scientific", "skill" ], "stale": false, "verifies_citations": false, "forks": 274, "open_issues": 15, "watchers": 1780, "size_kb": 78558, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": true, "license": { "key": "apache-2.0", "name": "Apache License 2.0", "spdx_id": "Apache-2.0" }, "skills_count": 556, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 90, "repo": "14790897/paper-ai", "stars": 1756, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 44.77, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "搜索真实文献并生成引用对应文献的AI论文", "language": "TypeScript", "topics": [ "ai", "paper" ], "created_date": "2024-01-18", "last_push_date": "2026-11-05", "url": "https://github.com/14790897/paper-ai", "homepage": "https://paperai.sixiangjia.de", "agents": [], "precision_signals": [ "admission:related", "missing_skill_signal", "paper", "readme_scope", "引用", "文献", "论文" ], "stale": false, "verifies_citations": false, "forks": 184, "open_issues": 10, "watchers": 1756, "size_kb": 15657, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-11-05", "first_seen_at": "2026-11-05T09:48:29Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 91, "repo": "zwang4/awesome-machine-learning-in-compilers", "stars": 1707, "star_delta_1d": 0, "star_delta_7d": 1, "star_delta_30d": 1, "trend_score": 30.15, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisation", "language": "", "topics": [ "artificial-intelligence", "auto-tuning", "compiler", "machine-learning", "multi-cores", "operating-systems", "optimisation", "parallel-computing", "parallel-programming", "parallelisation", "parallelism" ], "created_date": "2020-06-17", "last_push_date": "2026-08-26", "url": "https://github.com/zwang4/awesome-machine-learning-in-compilers", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "missing_skill_signal", "paper", "papers", "readme_scope", "research", "research paper", "research papers" ], "stale": false, "verifies_citations": false, "forks": 181, "open_issues": 0, "watchers": 1707, "size_kb": 594, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "cc0-1.0", "name": "Creative Commons Zero v1.0 Universal", "spdx_id": "CC0-1.0" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 92, "repo": "pedrohcgs/claude-code-my-workflow", "stars": 1692, "star_delta_1d": 3, "star_delta_7d": 13, "star_delta_30d": 33, "trend_score": 60.87, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "A ready-to-fork Claude Code template for academic research — papers, data analysis (R, Stata, Python), slides and teaching — with multi-agent review, enforced quality gates and replication protocols. Codex and Antigravity can use it too.", "language": "HTML", "topics": [ "academic-writing", "agent-skills", "causal-inference", "claude-code", "claude-code-skills", "codex", "econometrics", "economics", "latex", "quarto", "reproducible-research", "research-workflow", "stata" ], "created_date": "2026-02-06", "last_push_date": "2026-11-07", "url": "https://github.com/pedrohcgs/claude-code-my-workflow", "homepage": "https://psantanna.com/claude-code-my-workflow/", "agents": [ "claude-code", "codex" ], "precision_signals": [ "academic", "claude code", "paper", "papers", "research", "skill", "skills" ], "stale": false, "verifies_citations": false, "forks": 3149, "open_issues": 1, "watchers": 1692, "size_kb": 9981, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 105, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 93, "repo": "bytedance/pasa", "stars": 1675, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 25.79, "trend": { "id": "steady", "zh": "稳定", "en": "Steady" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "PaSa -- an advanced paper search agent powered by large language models. It can autonomously make a series of decisions, including invoking search tools, reading papers, and selecting relevant references, to ultimately obtain comprehensive and accurate results for complex scholarly queries.", "language": "Python", "topics": [ "research" ], "created_date": "2024-12-23", "last_push_date": "2025-05-27", "url": "https://github.com/bytedance/pasa", "homepage": "", "agents": [], "precision_signals": [ "academic", "admission:related", "missing_high_confidence_academic_signal", "missing_skill_signal", "paper", "paper reading", "papers", "readme_scope", "research", "scholar" ], "stale": true, "verifies_citations": false, "forks": 126, "open_issues": 27, "watchers": 1675, "size_kb": 1520, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "apache-2.0", "name": "Apache License 2.0", "spdx_id": "Apache-2.0" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-29", "first_seen_at": "2026-10-29T03:21:50Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 94, "repo": "chenryn/aiops-handbook", "stars": 1575, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 25.58, "trend": { "id": "steady", "zh": "稳定", "en": "Steady" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "Collection of slides, repositories, papers about AIOps", "language": "", "topics": [ "aiops", "anomalydetection", "kpi" ], "created_date": "2018-08-06", "last_push_date": "2026-03-17", "url": "https://github.com/chenryn/aiops-handbook", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "missing_high_confidence_academic_signal", "missing_skill_signal", "paper", "papers", "readme_scope", "论文" ], "stale": true, "verifies_citations": false, "forks": 299, "open_issues": 0, "watchers": 1575, "size_kb": 364, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "apache-2.0", "name": "Apache License 2.0", "spdx_id": "Apache-2.0" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-29", "first_seen_at": "2026-10-29T08:49:02Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 95, "repo": "PaperDebugger/paperdebugger", "stars": 1554, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 8, "trend_score": 25.53, "trend": { "id": "steady", "zh": "稳定", "en": "Steady" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing", "language": "TypeScript", "topics": [ "agent", "agentic-ai", "ai-agent", "ai-agents-framework", "chatgpt", "latex", "latex-copilot", "mcp", "mcp-client", "mcp-server", "openai", "overleaf", "overleaf-copilot", "paperdebugger" ], "created_date": "2025-04-12", "last_push_date": "2026-07-03", "url": "https://github.com/PaperDebugger/paperdebugger", "homepage": "https://www.paperdebugger.com/", "agents": [ "mcp" ], "precision_signals": [ "academic", "copilot", "latex", "mcp", "paper", "plugin", "review" ], "stale": true, "verifies_citations": false, "forks": 75, "open_issues": 16, "watchers": 1554, "size_kb": 11171, "default_branch": "chore/pd-agentic", "has_issues": true, "has_wiki": false, "has_discussions": true, "license": { "key": "agpl-3.0", "name": "GNU Affero General Public License v3.0", "spdx_id": "AGPL-3.0" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 96, "repo": "lishix520/academic-paper-skills", "stars": 1474, "star_delta_1d": 1, "star_delta_7d": 15, "star_delta_30d": 97, "trend_score": 43.35, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Systematic framework for planning and writing academic papers using Claude Code. Includes strategist (planning) and composer (writing) skills with quality checkpoints.", "language": "Python", "topics": [ "academic-writing", "claude-code", "philosophy", "preprint", "research-tools" ], "created_date": "2026-01-04", "last_push_date": "2026-01-04", "url": "https://github.com/lishix520/academic-paper-skills", "homepage": "", "agents": [ "claude-code" ], "precision_signals": [ "academic", "claude code", "paper", "papers", "research", "skill", "skills", "trusted_seed" ], "stale": false, "verifies_citations": false, "forks": 157, "open_issues": 1, "watchers": 1474, "size_kb": 64, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 2, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 97, "repo": "zsyggg/paper-craft-skills", "stars": 1466, "star_delta_1d": 2, "star_delta_7d": 32, "star_delta_30d": 156, "trend_score": 63.73, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Claude Code skills for academic papers: deep analysis, comics, summaries | 论文工艺：深度解读、漫画生成、速览总结", "language": "Python", "topics": [ "academic", "ai-tools", "arxiv", "claude-code", "paper-reading", "pdf-analysis", "research", "skills" ], "created_date": "2026-01-23", "last_push_date": "2026-05-29", "url": "https://github.com/zsyggg/paper-craft-skills", "homepage": "", "agents": [ "claude-code" ], "precision_signals": [ "academic", "claude code", "paper", "papers", "research", "skill", "skills" ], "stale": false, "verifies_citations": false, "forks": 92, "open_issues": 5, "watchers": 1466, "size_kb": 49743, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 3, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 98, "repo": "brycewang-stanford/Awesome-Journal-Skills", "stars": 1397, "star_delta_1d": 1, "star_delta_7d": 41, "star_delta_30d": 162, "trend_score": 85.29, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. ｜ 覆盖主流期刊的 Claude Code/Codex 期刊技能包，从选题、识别策略到表格规范与审稿回复全流程，助你快速发论文。", "language": "Stata", "topics": [ "academic-research", "academic-writing", "agent-skills", "ai-agents", "anthropic", "awesome-list", "causal-inference", "claude", "claude-code", "econometrics", "economics", "empirical-research", "finance", "journal", "llm", "mcp", "peer-review", "replication", "research-tools", "scholarly-publishing" ], "created_date": "2026-05-25", "last_push_date": "2026-09-27", "url": "https://github.com/brycewang-stanford/Awesome-Journal-Skills", "homepage": "https://www.copaper.ai", "agents": [ "claude-code", "codex", "mcp" ], "precision_signals": [ "academic", "claude code", "journal", "research", "review", "skill", "skills" ], "stale": false, "verifies_citations": false, "forks": 175, "open_issues": 2, "watchers": 1397, "size_kb": 114035, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 4166, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 99, "repo": "tmgthb/Autonomous-Agents", "stars": 1388, "star_delta_1d": 0, "star_delta_7d": 2, "star_delta_30d": 2, "trend_score": 27.54, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Autonomous Agents (LLMs) research papers. Updated Daily.", "language": "", "topics": [ "agent", "agent-context", "agent-harness", "agentic", "agentic-ai", "agents", "ai", "ai-agents", "aiagent", "aiagents", "autonomous-agents", "cognitive-agents", "computer-use-agent", "embodied-agent", "generalist-agent", "language-agent", "llm", "llm-agents", "llmagents", "research-paper" ], "created_date": "2023-09-16", "last_push_date": "2026-06-24", "url": "https://github.com/tmgthb/Autonomous-Agents", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "missing_skill_signal", "paper", "papers", "readme_scope", "research", "research paper", "research papers" ], "stale": false, "verifies_citations": false, "forks": 102, "open_issues": 2, "watchers": 1388, "size_kb": 31988, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 100, "repo": "xunbu/docutranslate", "stars": 1368, "star_delta_1d": 0, "star_delta_7d": 13, "star_delta_30d": 13, "trend_score": 58.75, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "文档（小说、论文、字幕）翻译工具（支持 pdf/word/excel/json/epub/srt...）Document (Novel, Thesis, Subtitle) Translation Tool (Supports pdf/word/excel/json/epub/srt...)", "language": "Python", "topics": [ "file-transla", "llm", "pdf-converter", "pdf-translator", "translate" ], "created_date": "2025-05-08", "last_push_date": "2026-11-01", "url": "https://github.com/xunbu/docutranslate", "homepage": "", "agents": [], "precision_signals": [ "academic", "admission:skill_candidate", "missing_skill_signal", "readme_scope", "thesis", "论文" ], "stale": false, "verifies_citations": false, "forks": 186, "open_issues": 26, "watchers": 1368, "size_kb": 16755, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": true, "license": { "key": "mpl-2.0", "name": "Mozilla Public License 2.0", "spdx_id": "MPL-2.0" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 101, "repo": "huangkiki/dailypaper-skills", "stars": 1347, "star_delta_1d": 1, "star_delta_7d": 16, "star_delta_30d": 62, "trend_score": 62.43, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "Agent skills for daily paper discovery, critical reviews, and connected research notes. Supports English and Chinese.", "language": "Python", "topics": [], "created_date": "2026-02-26", "last_push_date": "2026-11-02", "url": "https://github.com/huangkiki/dailypaper-skills", "homepage": "", "agents": [], "precision_signals": [ "admission:skill_candidate", "agent skill", "missing_high_confidence_academic_signal", "paper", "readme_scope", "research", "review", "skill", "skills", "论文" ], "stale": false, "verifies_citations": false, "forks": 105, "open_issues": 8, "watchers": 1347, "size_kb": 864, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "apache-2.0", "name": "Apache License 2.0", "spdx_id": "Apache-2.0" }, "skills_count": 7, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 102, "repo": "xianshang33/llm-paper-daily", "stars": 1341, "star_delta_1d": 1, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 46.21, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "Daily updated LLM papers. 每日更新 LLM 相关的论文，欢迎订阅 👏 喜欢的话动动你的小手 🌟 一个", "language": "Python", "topics": [ "agent", "chatgpt", "large-language-models", "llm", "rag" ], "created_date": "2023-11-27", "last_push_date": "2026-11-10", "url": "https://github.com/xianshang33/llm-paper-daily", "homepage": "", "agents": [], "precision_signals": [ "admission:skill_candidate", "missing_skill_signal", "paper", "papers", "readme_scope", "论文" ], "stale": false, "verifies_citations": false, "forks": 60, "open_issues": 7, "watchers": 1341, "size_kb": 8258, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 2, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 103, "repo": "handsome-rich/Awesome-Auto-Research-Tools", "stars": 1284, "star_delta_1d": 0, "star_delta_7d": 18, "star_delta_30d": 18, "trend_score": 66.34, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "experiment-reproducibility", "zh": "实验复现", "en": "Experiments" }, "description": "A curated collection of automated research tools, covering literature search, paper reading, experiment management, and code generation to help researchers accelerate their workflow.", "language": "Python", "topics": [], "created_date": "2026-03-16", "last_push_date": "2026-11-09", "url": "https://github.com/handsome-rich/Awesome-Auto-Research-Tools", "homepage": "", "agents": [], "precision_signals": [ "academic", "admission:skill_candidate", "experiment", "literature", "missing_high_confidence_academic_signal", "paper", "paper review", "paper writing", "readme_scope", "research", "workflow" ], "stale": false, "verifies_citations": false, "forks": 96, "open_issues": 15, "watchers": 1284, "size_kb": 18322, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "cc0-1.0", "name": "Creative Commons Zero v1.0 Universal", "spdx_id": "CC0-1.0" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 104, "repo": "AgenticHealthAI/Awesome-AI-Agents-for-Healthcare", "stars": 1283, "star_delta_1d": 0, "star_delta_7d": 1, "star_delta_30d": 1, "trend_score": 37.45, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "Latest Advances on Agentic AI & AI Agents for Healthcare", "language": "", "topics": [ "agentic-ai", "ai-agents", "healthcare-agents", "medical-agents" ], "created_date": "2025-10-17", "last_push_date": "2026-10-02", "url": "https://github.com/AgenticHealthAI/Awesome-AI-Agents-for-Healthcare", "homepage": "https://www.techrxiv.org/users/994756/articles/1355990-a-comprehensive-survey-of-ai-agents-in-healthcare", "agents": [], "precision_signals": [ "academic", "admission:skill_candidate", "missing_academic_signal", "missing_skill_signal", "readme_scope", "research paper", "research papers" ], "stale": false, "verifies_citations": false, "forks": 170, "open_issues": 14, "watchers": 1283, "size_kb": 2706, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T08:55:06Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 105, "repo": "cookjohn/zotero-mcp", "stars": 1274, "star_delta_1d": 1, "star_delta_7d": 15, "star_delta_30d": 15, "trend_score": 62.43, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "literature-review", "zh": "文献综述", "en": "Literature Review" }, "description": "It's a plugin extension in Zotero. Zotero MCP Plugin enables integration between AI assistants and Zotero through MCP. Zotero MCP Plugin 是一个 Zotero 插件，通过 MCP协议实现 AI 助手与 Zotero深度集成。插件支持文献检索、元 数据管理、全文分析和智能问答等功能，让 Claude、ChatGPT 等 AI 工具能够直接访问和操作您的文献库。", "language": "TypeScript", "topics": [ "literature-review", "mcp-server", "zotero" ], "created_date": "2025-08-14", "last_push_date": "2026-11-08", "url": "https://github.com/cookjohn/zotero-mcp", "homepage": "", "agents": [ "mcp" ], "precision_signals": [ "academic", "admission:skill_candidate", "assistant", "literature", "literature review", "literature search", "mcp", "plugin", "readme_scope", "review", "文献" ], "stale": false, "verifies_citations": false, "forks": 103, "open_issues": 19, "watchers": 1274, "size_kb": 10137, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 106, "repo": "Spark-To-Paper-Skills/paperjury", "stars": 1217, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 26.37, "trend": { "id": "steady", "zh": "稳定", "en": "Steady" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "Pre-submission AI review stress-test for research papers. A Claude Code skill: review, verdict, revise, verify.", "language": "JavaScript", "topics": [ "academic-writing", "ai-agents", "claude-code", "latex", "llm-agents", "paper-review", "peer-review", "research-tool" ], "created_date": "2026-06-02", "last_push_date": "2026-08-14", "url": "https://github.com/Spark-To-Paper-Skills/paperjury", "homepage": "https://spark-to-paper-skills.github.io/paperjury/", "agents": [ "claude-code" ], "precision_signals": [ "academic", "claude code", "paper", "papers", "research", "skill", "skills" ], "stale": true, "verifies_citations": false, "forks": 46, "open_issues": 1, "watchers": 1217, "size_kb": 13803, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 107, "repo": "199-biotechnologies/claude-deep-research-skill", "stars": 1213, "star_delta_1d": 0, "star_delta_7d": 8, "star_delta_30d": 35, "trend_score": 34.27, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "Enterprise-grade deep research skill for Claude Code with 8-phase pipeline, source credibility scoring, and automated validation. Outperforms OpenAI, Gemini, and Claude Desktop in quality and verification.", "language": "Python", "topics": [], "created_date": "2025-11-04", "last_push_date": "2026-04-11", "url": "https://github.com/199-biotechnologies/claude-deep-research-skill", "homepage": "", "agents": [ "claude-code", "gemini" ], "precision_signals": [ "claude code", "pipeline", "research", "skill", "trusted_seed" ], "stale": false, "verifies_citations": false, "forks": 131, "open_issues": 9, "watchers": 1213, "size_kb": 143, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 108, "repo": "yzy1996/English-Writing", "stars": 1200, "star_delta_1d": 0, "star_delta_7d": 1, "star_delta_30d": 1, "trend_score": 25.84, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Enhance Your English Writing for Science Research 写论文英语素材", "language": "", "topics": [], "created_date": "2022-08-30", "last_push_date": "2026-04-17", "url": "https://github.com/yzy1996/English-Writing", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "missing_skill_signal", "paper writing", "readme_scope", "research", "science", "论文" ], "stale": false, "verifies_citations": false, "forks": 108, "open_issues": 2, "watchers": 1200, "size_kb": 321, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 109, "repo": "OpenLAIR/dr-claw", "stars": 1198, "star_delta_1d": 0, "star_delta_7d": 9, "star_delta_30d": 41, "trend_score": 54.6, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "A Super AI Lab with massive AI Doctors as Assistants. Best IDE for Research via AI Power. ", "language": "JavaScript", "topics": [ "ai-agents", "ai-scientist", "auto-research", "claude-code", "claude-science-desktop-alternative", "claude-science-free", "literature-review", "paper-writing", "research-assistant" ], "created_date": "2026-02-26", "last_push_date": "2026-11-06", "url": "https://github.com/OpenLAIR/dr-claw", "homepage": "https://openlair.github.io/dr-claw/", "agents": [ "claude-code" ], "precision_signals": [ "assistant", "literature", "paper", "research", "review", "trusted_seed" ], "stale": false, "verifies_citations": false, "forks": 141, "open_issues": 21, "watchers": 1198, "size_kb": 112548, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": true, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 123, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 110, "repo": "BITNP/BIThesis", "stars": 1193, "star_delta_1d": 0, "star_delta_7d": 3, "star_delta_30d": 3, "trend_score": 39.79, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "📖 北京理工大学非官方 LaTeX 模板集合，包含本科、研究生毕业设计模板及更多。🎉 （更多文档请访问 wiki 和 release 中的手册）", "language": "TeX", "topics": [ "academic-affairs", "beijing-institute-of-technology", "bithesis-wiki", "graduation-thesis", "latex", "latex-templates", "online-video-tutorials", "thesis-latex-template", "xelatex" ], "created_date": "2020-01-12", "last_push_date": "2026-10-03", "url": "https://github.com/BITNP/BIThesis", "homepage": "https://bithesis.bitnp.net", "agents": [], "precision_signals": [ "academic", "admission:related", "latex", "missing_skill_signal", "readme_scope", "thesis", "文献综述", "论文" ], "stale": false, "verifies_citations": false, "forks": 122, "open_issues": 11, "watchers": 1193, "size_kb": 58746, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": true, "license": { "key": "lppl-1.3c", "name": "LaTeX Project Public License v1.3c", "spdx_id": "LPPL-1.3c" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 111, "repo": "bishwaghimire/ai-learning-roadmaps", "stars": 1190, "star_delta_1d": 0, "star_delta_7d": 8, "star_delta_30d": 8, "trend_score": 34.21, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "discipline-specific", "zh": "学科专项", "en": "Discipline Specific" }, "description": "A complete, structured hub for learning Artificial Intelligence — covering AI, Machine Learning, Deep Learning, and Data Science with books, roadmaps, and curated resources from beginner to advanced.", "language": "", "topics": [ "ai-for-beginners", "ai-learning", "ai-roadmap", "artificial-intelligence", "computer-vision", "data-science", "deep-learning", "llm", "machine-learning", "nlp", "rag", "roadmap" ], "created_date": "2025-12-29", "last_push_date": "2026-06-15", "url": "https://github.com/bishwaghimire/ai-learning-roadmaps", "homepage": "", "agents": [], "precision_signals": [ "admission:skill_candidate", "missing_high_confidence_academic_signal", "missing_skill_signal", "paper writing", "readme_scope", "research paper", "research papers", "science" ], "stale": false, "verifies_citations": false, "forks": 136, "open_issues": 0, "watchers": 1190, "size_kb": 225617, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-29", "first_seen_at": "2026-10-29T03:21:50Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 112, "repo": "pengjunchi0/codex-visio-paper-figure-skill", "stars": 1174, "star_delta_1d": 1, "star_delta_7d": 33, "star_delta_30d": 161, "trend_score": 65.89, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "科研绘图skill、论文绘图skill、图片转visio等可编辑格式，将生成图转化为论文可编辑图，便于作者调整绘图细节", "language": "PowerShell", "topics": [ "academic-figures", "codex", "editable-diagrams", "image-to-visio", "scientific-figures", "skills", "visio" ], "created_date": "2026-05-28", "last_push_date": "2026-08-16", "url": "https://github.com/pengjunchi0/codex-visio-paper-figure-skill", "homepage": "", "agents": [ "codex" ], "precision_signals": [ "academic", "codex", "paper", "scientific", "skill", "skills", "科研" ], "stale": false, "verifies_citations": false, "forks": 54, "open_issues": 3, "watchers": 1174, "size_kb": 90, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 113, "repo": "Oleafly/Oleafly", "stars": 1148, "star_delta_1d": 0, "star_delta_7d": 196, "star_delta_30d": 196, "trend_score": 283.11, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "LaTeX and Typst editor with live collaboration and AI agents. Open-source IDE and Overleaf alternative for Mac, Windows and Linux.", "language": "TypeScript", "topics": [ "academic-writing", "ai", "desktop-app", "latex", "latex-editor", "latex-ide", "latex-template", "latex-tools", "local-first", "markdown", "open-source", "openai-prism", "overleaf-alternative", "research", "research-paper", "scientific-writing", "synctex", "typst", "typst-editor", "typst-ide" ], "created_date": "2026-07-05", "last_push_date": "2026-11-10", "url": "https://github.com/Oleafly/Oleafly", "homepage": "https://oleafly.com", "agents": [], "precision_signals": [ "academic", "admission:skill_candidate", "literature review", "missing_skill_signal", "paper", "readme_scope", "research", "research paper", "scientific" ], "stale": false, "verifies_citations": false, "forks": 67, "open_issues": 29, "watchers": 1148, "size_kb": 225688, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": true, "license": { "key": "agpl-3.0", "name": "GNU Affero General Public License v3.0", "spdx_id": "AGPL-3.0" }, "skills_count": 39, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T08:55:06Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 114, "repo": "Edwardxlai/easyread", "stars": 1140, "star_delta_1d": 1, "star_delta_7d": 54, "star_delta_30d": 245, "trend_score": 118.49, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "把英文论文读成舒服的中文：本地 PDF 论文翻译、原文对照、边读边问 AI、文献管理。Read English papers in comfortable Chinese.", "language": "Python", "topics": [ "academic", "arxiv", "chinese", "claude-code", "codex", "electron", "llm", "paper-reading", "pdf-translator", "reference-manager", "research-tool", "translation" ], "created_date": "2026-09-30", "last_push_date": "2026-11-10", "url": "https://github.com/Edwardxlai/easyread", "homepage": "https://edwardxlai.github.io/easyread/", "agents": [ "claude-code", "codex" ], "precision_signals": [ "academic", "codex", "paper", "papers", "research" ], "stale": false, "verifies_citations": false, "forks": 97, "open_issues": 17, "watchers": 1140, "size_kb": 18590, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 2, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-03", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 115, "repo": "hang-jin/editaplot", "stars": 1127, "star_delta_1d": 1, "star_delta_7d": 1, "star_delta_30d": 1, "trend_score": 50.13, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "AI-guided editable scientific figures with Codex and local Origin/OriginPro", "language": "Python", "topics": [ "codex-skill", "editable-figures", "research", "scientific-visualization", "windows", "xps", "xrd" ], "created_date": "2026-07-21", "last_push_date": "2026-11-10", "url": "https://github.com/hang-jin/editaplot", "homepage": "", "agents": [ "codex" ], "precision_signals": [ "admission:skill_candidate", "codex", "missing_high_confidence_academic_signal", "readme_scope", "research", "scientific", "skill", "科研" ], "stale": false, "verifies_citations": false, "forks": 37, "open_issues": 15, "watchers": 1127, "size_kb": 6774, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "apache-2.0", "name": "Apache License 2.0", "spdx_id": "Apache-2.0" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-11-06", "first_seen_at": "2026-11-06T02:17:21Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 116, "repo": "CRui5in/paper-ppt-agent", "stars": 1070, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 42.43, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "Generate editable PPT decks from paper PDFs or LaTeX sources", "language": "Python", "topics": [], "created_date": "2026-04-15", "last_push_date": "2026-11-02", "url": "https://github.com/CRui5in/paper-ppt-agent", "homepage": "", "agents": [], "precision_signals": [ "admission:skill_candidate", "latex", "missing_skill_signal", "paper", "readme_scope", "学术", "论文" ], "stale": false, "verifies_citations": false, "forks": 71, "open_issues": 11, "watchers": 1070, "size_kb": 93567, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "agpl-3.0", "name": "GNU Affero General Public License v3.0", "spdx_id": "AGPL-3.0" }, "skills_count": 3, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-30", "first_seen_at": "2026-10-30T02:03:55Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 117, "repo": "cookjohn/cnki-skills", "stars": 1056, "star_delta_1d": 1, "star_delta_7d": 22, "star_delta_30d": 73, "trend_score": 50.59, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "literature-review", "zh": "文献综述", "en": "Literature Review" }, "description": "CNKI (中国知网) skills for Claude Code — search, browse journals, download PDFs, export to Zotero via Chrome DevTools MCP", "language": "Python", "topics": [], "created_date": "2026-02-28", "last_push_date": "2026-03-13", "url": "https://github.com/cookjohn/cnki-skills", "homepage": "", "agents": [ "claude-code", "mcp" ], "precision_signals": [ "claude code", "journal", "skill", "skills" ], "stale": false, "verifies_citations": false, "forks": 89, "open_issues": 8, "watchers": 1056, "size_kb": 449, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 10, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 118, "repo": "LeonChaoX/qinyan-academic-skills", "stars": 1029, "star_delta_1d": 1, "star_delta_7d": 27, "star_delta_30d": 85, "trend_score": 56.5, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "A curated, multilingual library of 182 installable AI agent skills for end-to-end academic research—spanning literature discovery, scientific writing, grant development, bioinformatics, drug discovery, clinical research, machine learning, and data analysis.", "language": "Python", "topics": [ "academic", "ai-assistant", "arxiv", "claude-code", "google-scholar", "literature-review", "openclaw", "paper-search", "pubmed", "skill" ], "created_date": "2026-02-27", "last_push_date": "2026-07-20", "url": "https://github.com/LeonChaoX/qinyan-academic-skills", "homepage": "", "agents": [ "claude-code" ], "precision_signals": [ "academic", "agent skill", "literature", "paper", "research", "skill", "skills" ], "stale": false, "verifies_citations": false, "forks": 95, "open_issues": 1, "watchers": 1029, "size_kb": 4882, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 187, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 119, "repo": "P1kaj1uu/ChattyPlay-Agent", "stars": 985, "star_delta_1d": 1, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 43.3, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "🚀 告别多个App！本项目主要基于Python+React+TypeScript+Hono+SQLite3+Redis，打造“All in One”智能工具集。免会员播放爱奇艺、腾讯视频、优酷、抖音、B站、小红书等20+平台视频，支持4K在线解析与无水印高速下载。集成Cloudflare Turnstile防机器人和爬虫、Google、GitHub授权登录及OpenAI SDK、埋点SDK、MCP服务和Agent等，支持ChatGPT对话、AI绘画、论文降重、Hugging Face论文爬取、在线Latex编写；更有实时黄金K线、AI思维导图、闲鱼助手等效率黑科技。内置海量动漫漫画资源，畅享阅读！轻量高效，配置即用，完美适配PC与移动端，快来ChattyPlay开启奇妙之旅吧～", "language": "TypeScript", "topics": [ "agent", "ai-drawing", "aigc", "chatgpt", "docker", "eventstream", "hono", "huggingface", "live2d", "mcp", "music-player", "nginx", "react", "sdk", "three-js", "typescript", "video", "vip", "vue", "xian-yu" ], "created_date": "2023-01-04", "last_push_date": "2026-11-02", "url": "https://github.com/P1kaj1uu/ChattyPlay-Agent", "homepage": "https://chatty-play-agent.vercel.app", "agents": [ "mcp" ], "precision_signals": [ "admission:skill_candidate", "latex", "mcp", "missing_strong_skill_signal", "readme_scope", "论文" ], "stale": false, "verifies_citations": false, "forks": 194, "open_issues": 19, "watchers": 985, "size_kb": 9868, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "apache-2.0", "name": "Apache License 2.0", "spdx_id": "Apache-2.0" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 120, "repo": "SYSU-SCC/sysu-thesis", "stars": 980, "star_delta_1d": 0, "star_delta_7d": 8, "star_delta_30d": 8, "trend_score": 38.62, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "中山大学 LaTeX 毕业论文项目模板", "language": "TeX", "topics": [ "latex" ], "created_date": "2020-12-28", "last_push_date": "2026-09-04", "url": "https://github.com/SYSU-SCC/sysu-thesis", "homepage": "https://github.com/SYSU-SCC/sysu-thesis/releases", "agents": [], "precision_signals": [ "admission:skill_candidate", "latex", "missing_skill_signal", "readme_scope", "thesis", "论文" ], "stale": false, "verifies_citations": false, "forks": 95, "open_issues": 5, "watchers": 980, "size_kb": 33060, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": true, "license": { "key": "gpl-3.0", "name": "GNU General Public License v3.0", "spdx_id": "GPL-3.0" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 121, "repo": "Trae1ounG/paper-plot-skills", "stars": 951, "star_delta_1d": 0, "star_delta_7d": 11, "star_delta_30d": 77, "trend_score": 37.03, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "experiment-reproducibility", "zh": "实验复现", "en": "Experiments" }, "description": "Top-Conference Paper Figure Reproduction & Plotting Skills | 顶会论文图表复现绘制Skills", "language": "Python", "topics": [ "llms", "plot", "skills" ], "created_date": "2026-04-17", "last_push_date": "2026-04-20", "url": "https://github.com/Trae1ounG/paper-plot-skills", "homepage": "", "agents": [], "precision_signals": [ "conference", "paper", "skill", "skills", "复现", "论文" ], "stale": false, "verifies_citations": false, "forks": 39, "open_issues": 0, "watchers": 951, "size_kb": 3811, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 2, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 122, "repo": "d6t/d6tflow", "stars": 950, "star_delta_1d": 0, "star_delta_7d": 1, "star_delta_30d": 1, "trend_score": 25.03, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Python library for building highly effective data science workflows", "language": "Python", "topics": [], "created_date": "2019-02-03", "last_push_date": "2026-06-28", "url": "https://github.com/d6t/d6tflow", "homepage": "https://d6tflow.readthedocs.io/en/latest/", "agents": [], "precision_signals": [ "admission:skill_candidate", "missing_high_confidence_academic_signal", "readme_scope", "research workflow", "science", "workflow" ], "stale": false, "verifies_citations": false, "forks": 72, "open_issues": 19, "watchers": 950, "size_kb": 398, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-30", "first_seen_at": "2026-10-30T02:03:55Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 123, "repo": "alephpi/Texo", "stars": 919, "star_delta_1d": 0, "star_delta_7d": 3, "star_delta_30d": 12, "trend_score": 35.58, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "A minimalist SOTA LaTeX OCR model with only 20M parameters, running in browser. Full training pipeline available for self-reproduction. | 超轻量SOTA LaTeX公式识别模型，仅20M参数量，可在浏览器中运行。训练全流程代码开源，以便自学复现。", "language": "Python", "topics": [ "computer-vision", "deep-learning", "distillation-model", "formula", "formulanet", "hydra", "latex", "latex-ocr", "machine-learning", "math", "math-formula-recognition", "ocr", "ocr-recognition", "python", "pytorch", "pytorch-lightning", "transformers", "unimernet", "vision-encoder-decoder" ], "created_date": "2025-07-29", "last_push_date": "2026-09-18", "url": "https://github.com/alephpi/Texo", "homepage": "https://texocr.netlify.app/", "agents": [], "precision_signals": [ "latex", "pipeline", "复现" ], "stale": false, "verifies_citations": false, "forks": 56, "open_issues": 0, "watchers": 919, "size_kb": 4494, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "agpl-3.0", "name": "GNU Affero General Public License v3.0", "spdx_id": "AGPL-3.0" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [ "light0305/light-skills" ], "rank": 124, "repo": "Light0305/Light-Science", "stars": 908, "star_delta_1d": 4, "star_delta_7d": 4, "star_delta_30d": 4, "trend_score": 49.55, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "A research workflow skill pack connecting literature, experiments, figures, writing, memory and project coordination.", "language": "Python", "topics": [ "academic-writing", "agent-skills", "ai-agent", "ai-skills", "claude-code", "codex", "latex", "literature-review", "llm-skills", "opencode", "paper-writing", "research-tools", "scientific-figures", "scientific-workflow" ], "created_date": "2026-06-07", "last_push_date": "2026-11-08", "url": "https://github.com/Light0305/Light-Science", "homepage": "https://lightchuan.xyz/", "agents": [ "claude-code", "codex", "opencode" ], "precision_signals": [ "academic", "codex", "literature", "paper", "research", "skill", "skills" ], "stale": false, "verifies_citations": false, "forks": 102, "open_issues": 0, "watchers": 908, "size_kb": 77558, "default_branch": "master", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 19, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 125, "repo": "limouren2000/llms-dev-study", "stars": 894, "star_delta_1d": 0, "star_delta_7d": 3, "star_delta_30d": 3, "trend_score": 46.56, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "小李的大模型应用开发学习路线，涵盖 RAG、Agent、面试八股与论文速读。", "language": "Jupyter Notebook", "topics": [], "created_date": "2024-05-09", "last_push_date": "2026-11-07", "url": "https://github.com/limouren2000/llms-dev-study", "homepage": "https://limouren2000.github.io/llms-dev-study/", "agents": [], "precision_signals": [ "admission:skill_candidate", "missing_skill_signal", "readme_scope", "论文" ], "stale": false, "verifies_citations": false, "forks": 72, "open_issues": 1, "watchers": 894, "size_kb": 62423, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 126, "repo": "labarba/sciwrite", "stars": 877, "star_delta_1d": 0, "star_delta_7d": 5, "star_delta_30d": 5, "trend_score": 48.79, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "Agent Skill for AI-assisted manuscript writing review, based on Dr. Kristin Sainani's \"Writing in the Sciences\" methodology.", "language": "Python", "topics": [], "created_date": "2026-04-05", "last_push_date": "2026-11-07", "url": "https://github.com/labarba/sciwrite", "homepage": "", "agents": [], "precision_signals": [ "admission:skill_candidate", "agent skill", "manuscript", "peer review", "readme_scope", "review", "science", "scientific writing", "skill" ], "stale": false, "verifies_citations": false, "forks": 107, "open_issues": 0, "watchers": 877, "size_kb": 119, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 127, "repo": "ganzhi-black/humanities-thesis-skill", "stars": 876, "star_delta_1d": 3, "star_delta_7d": 47, "star_delta_30d": 232, "trend_score": 79.94, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "AI skill for humanities thesis writing — from topic selection to publication. 8 academic databases, 21 review rules, anti-hallucination guardrails. 人文社科论文写作 AI Skill", "language": "Python", "topics": [], "created_date": "2026-04-27", "last_push_date": "2026-04-29", "url": "https://github.com/ganzhi-black/humanities-thesis-skill", "homepage": "", "agents": [], "precision_signals": [ "academic", "review", "skill", "thesis", "论文" ], "stale": false, "verifies_citations": false, "forks": 49, "open_issues": 5, "watchers": 876, "size_kb": 139, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 128, "repo": "harbor-framework/terminal-bench-science", "stars": 865, "star_delta_1d": 2, "star_delta_7d": 55, "star_delta_30d": 55, "trend_score": 109.48, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Terminal-Bench-Science: Evaluating AI agents on research workflows across scientific domains", "language": "Python", "topics": [ "agentic-ai", "ai-for-science", "ai4science" ], "created_date": "2026-01-25", "last_push_date": "2026-11-10", "url": "https://github.com/harbor-framework/terminal-bench-science", "homepage": "https://www.terminal-bench-science.ai", "agents": [], "precision_signals": [ "admission:skill_candidate", "missing_high_confidence_academic_signal", "readme_scope", "research", "research workflow", "science", "scientific", "scientific research", "workflow" ], "stale": false, "verifies_citations": false, "forks": 536, "open_issues": 573, "watchers": 865, "size_kb": 1150157, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": true, "license": { "key": "apache-2.0", "name": "Apache License 2.0", "spdx_id": "Apache-2.0" }, "skills_count": 3, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 129, "repo": "Rss3208/Visiomaster", "stars": 850, "star_delta_1d": 0, "star_delta_7d": 2, "star_delta_30d": 2, "trend_score": 33.18, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "参考 ppt-master 思路构建的 Visio 图形重建工具包，将流程图、架构图和论文模块图从图片重建为可编辑 .vsdx，并导出 SVG/PNG。", "language": "Python", "topics": [], "created_date": "2026-05-12", "last_push_date": "2026-09-14", "url": "https://github.com/Rss3208/Visiomaster", "homepage": "", "agents": [], "precision_signals": [ "admission:skill_candidate", "missing_skill_signal", "readme_scope", "学术", "论文" ], "stale": false, "verifies_citations": false, "forks": 43, "open_issues": 3, "watchers": 850, "size_kb": 2754, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 130, "repo": "lcpmgh/colors", "stars": 834, "star_delta_1d": 0, "star_delta_7d": 3, "star_delta_30d": 3, "trend_score": 26.97, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "科研绘图配色推荐器", "language": "HTML", "topics": [ "r", "shiny" ], "created_date": "2024-04-05", "last_push_date": "2026-06-26", "url": "https://github.com/lcpmgh/colors", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "missing_skill_signal", "readme_scope", "学术", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 48, "open_issues": 0, "watchers": 834, "size_kb": 40050, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 131, "repo": "DaoSword/Time-Series-Forecasting-and-Deep-Learning", "stars": 811, "star_delta_1d": 0, "star_delta_7d": 1, "star_delta_30d": 1, "trend_score": 39.52, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Resources about time series forecasting and deep learning.", "language": "Python", "topics": [ "data-science", "deep-learning", "forecasting", "machine-learning", "series-data", "series-forecasting", "time-series", "time-series-forecasting" ], "created_date": "2022-07-25", "last_push_date": "2026-10-19", "url": "https://github.com/DaoSword/Time-Series-Forecasting-and-Deep-Learning", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "missing_high_confidence_academic_signal", "missing_skill_signal", "readme_scope", "research paper", "research papers", "science" ], "stale": false, "verifies_citations": false, "forks": 70, "open_issues": 0, "watchers": 811, "size_kb": 842, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": true, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-30", "first_seen_at": "2026-10-30T02:03:55Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 132, "repo": "FeijiangHan/PaperForge", "stars": 810, "star_delta_1d": 4, "star_delta_7d": 31, "star_delta_30d": 31, "trend_score": 80.32, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "An active paper-reading skill that reconstructs author reasoning, explains methods mechanistically, stress-tests assumptions, and generates follow-up research ideas.", "language": "", "topics": [], "created_date": "2026-06-15", "last_push_date": "2026-10-31", "url": "https://github.com/FeijiangHan/PaperForge", "homepage": "", "agents": [], "precision_signals": [ "admission:skill_candidate", "missing_high_confidence_academic_signal", "paper", "readme_scope", "reasoning", "research", "skill", "论文" ], "stale": false, "verifies_citations": false, "forks": 31, "open_issues": 2, "watchers": 810, "size_kb": 146, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 2, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-11-01", "first_seen_at": "2026-11-01T09:32:53Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [ "yjz211/vivid-figures-skill" ], "rank": 133, "repo": "yjz211/vivid-illustration-skill", "stars": 792, "star_delta_1d": 6, "star_delta_7d": 120, "star_delta_30d": 120, "trend_score": 189.77, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "让 AI 用你的数据生成科研图表：108 个配方，鲜艳与稳重两种风格，多套配色，交付图片与源码。仅限个人非商业使用。", "language": "Python", "topics": [], "created_date": "2026-09-10", "last_push_date": "2026-10-17", "url": "https://github.com/yjz211/vivid-illustration-skill", "homepage": "", "agents": [], "precision_signals": [ "skill", "科研" ], "stale": false, "verifies_citations": false, "forks": 50, "open_issues": 0, "watchers": 792, "size_kb": 320866, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 3, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-18", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 134, "repo": "WantongC/journal-adapt-writing-skill", "stars": 778, "star_delta_1d": 1, "star_delta_7d": 8, "star_delta_30d": 8, "trend_score": 32.73, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "Learn any journal's writing conventions from its published papers, then revise your manuscript to match — section by section.", "language": "", "topics": [ "academic-writing", "claude", "economics", "journal", "latex", "llm", "manuscript-revision", "prompt-engineering", "research", "writing" ], "created_date": "2026-05-13", "last_push_date": "2026-05-15", "url": "https://github.com/WantongC/journal-adapt-writing-skill", "homepage": "", "agents": [], "precision_signals": [ "academic", "admission:skill_candidate", "paper", "paper writing", "papers", "readme_scope", "research", "research paper", "skill" ], "stale": false, "verifies_citations": false, "forks": 46, "open_issues": 0, "watchers": 778, "size_kb": 177, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 135, "repo": "Abnerla/AI_paper", "stars": 774, "star_delta_1d": 0, "star_delta_7d": 6, "star_delta_30d": 6, "trend_score": 39.92, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "一站式AI学术论文写作辅助工具 · 支持从定题出稿全过程，涵盖降AIGC、查重率、润色、纠错等辅助功能", "language": "JavaScript", "topics": [], "created_date": "2026-04-05", "last_push_date": "2026-09-24", "url": "https://github.com/Abnerla/AI_paper", "homepage": "", "agents": [], "precision_signals": [ "admission:skill_candidate", "missing_skill_signal", "paper", "readme_scope", "学术", "论文" ], "stale": false, "verifies_citations": false, "forks": 58, "open_issues": 2, "watchers": 774, "size_kb": 39129, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": true, "license": { "key": "apache-2.0", "name": "Apache License 2.0", "spdx_id": "Apache-2.0" }, "skills_count": 17, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 136, "repo": "LigphiDonk/Oh-my--paper", "stars": 754, "star_delta_1d": 0, "star_delta_7d": 2, "star_delta_30d": 14, "trend_score": 25.42, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "A Claude Code plugin that turns your terminal into an autonomous research lab — literature survey, experiment execution, paper writing, all in one pipeline.", "language": "TypeScript", "topics": [], "created_date": "2026-03-10", "last_push_date": "2026-04-15", "url": "https://github.com/LigphiDonk/Oh-my--paper", "homepage": "", "agents": [ "claude-code" ], "precision_signals": [ "claude code", "literature", "paper", "pipeline", "plugin", "research", "survey", "trusted_seed" ], "stale": false, "verifies_citations": false, "forks": 54, "open_issues": 8, "watchers": 754, "size_kb": 268900, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 71, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 137, "repo": "SiriusFzh/NovaForge", "stars": 731, "star_delta_1d": 2, "star_delta_7d": 18, "star_delta_30d": 18, "trend_score": 44.52, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "锻造你的知识体系 | 考研·考公·专业课·科研·项目·竞赛通用笔记模板。LaTeX+Typst+Markdown三版本，7步模块化结构，6种场景模板，一键换色，开箱即用。", "language": "TeX", "topics": [ "latex-template", "note-taking", "novaforge", "study-notes", "template" ], "created_date": "2026-05-12", "last_push_date": "2026-05-25", "url": "https://github.com/SiriusFzh/NovaForge", "homepage": "", "agents": [], "precision_signals": [ "admission:skill_candidate", "latex", "missing_skill_signal", "readme_scope", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 24, "open_issues": 7, "watchers": 731, "size_kb": 3453, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 138, "repo": "7toCR/paper2patent", "stars": 728, "star_delta_1d": 1, "star_delta_7d": 21, "star_delta_30d": 72, "trend_score": 61.15, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "📄→💡 Paper2Patent：面向科研成果转化的论文转专利智能模板库，提供 Flash/Pro Prompt、专利附图生成与 Agent Skills，辅助规范生成中国发明专利申请文本。", "language": "Python", "topics": [], "created_date": "2026-04-03", "last_push_date": "2026-10-10", "url": "https://github.com/7toCR/paper2patent", "homepage": "", "agents": [], "precision_signals": [ "agent skill", "paper", "skill", "skills", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 63, "open_issues": 0, "watchers": 728, "size_kb": 375, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 2, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 139, "repo": "cheneternity/Zotero-Analytical-Workflow-Skills", "stars": 723, "star_delta_1d": 0, "star_delta_7d": 10, "star_delta_30d": 76, "trend_score": 45.7, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "literature-review", "zh": "文献综述", "en": "Literature Review" }, "description": "主要是用于zotero论文导入obsidian的转换和管理，包括论文精读和精读模板", "language": "Python", "topics": [], "created_date": "2026-04-10", "last_push_date": "2026-09-30", "url": "https://github.com/cheneternity/Zotero-Analytical-Workflow-Skills", "homepage": "", "agents": [], "precision_signals": [ "skill", "skills", "workflow", "论文" ], "stale": false, "verifies_citations": false, "forks": 52, "open_issues": 1, "watchers": 723, "size_kb": 169, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 7, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 140, "repo": "xiaofenggan01/aigc-reduce", "stars": 717, "star_delta_1d": 0, "star_delta_7d": 36, "star_delta_30d": 93, "trend_score": 66.05, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "降低学术论文 AIGC 查重率的 Claude Code Skill | A Claude Code skill for reducing AIGC detection rates in academic papers", "language": "Python", "topics": [], "created_date": "2026-05-02", "last_push_date": "2026-07-08", "url": "https://github.com/xiaofenggan01/aigc-reduce", "homepage": "", "agents": [ "claude-code" ], "precision_signals": [ "academic", "claude code", "paper", "papers", "skill", "论文" ], "stale": false, "verifies_citations": false, "forks": 30, "open_issues": 1, "watchers": 717, "size_kb": 119, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 141, "repo": "hanlulong/econ-writing-skill", "stars": 714, "star_delta_1d": 1, "star_delta_7d": 19, "star_delta_30d": 62, "trend_score": 45.63, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "Agent Skill that transforms AI assistants into expert economics paper writers. Synthesizes 50+ guides by Cochrane, McCloskey, Shapiro, Head, Bellemare, Goldin, Kremer. Compatible with Claude Code and OpenAI Codex.", "language": "Python", "topics": [ "academic-writing", "agent-skills", "ai", "claude-code", "codex", "economics", "latex", "research-tools" ], "created_date": "2026-02-16", "last_push_date": "2026-07-20", "url": "https://github.com/hanlulong/econ-writing-skill", "homepage": "https://openecon.ai", "agents": [ "claude-code", "codex" ], "precision_signals": [ "academic", "agent skill", "latex", "paper", "research", "skill", "skills", "trusted_seed" ], "stale": false, "verifies_citations": false, "forks": 112, "open_issues": 0, "watchers": 714, "size_kb": 229, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 3, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 142, "repo": "hanlulong/awesome-ai-for-economists", "stars": 707, "star_delta_1d": 1, "star_delta_7d": 1, "star_delta_30d": 1, "trend_score": 43.41, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "A curated list of AI tools, agent skills, libraries, and resources for economics research, teaching, and policy analysis. Maintained by the OpenEcon team.", "language": "", "topics": [ "agent-skills", "ai", "artificial-intelligence", "awesome", "awesome-list", "causal-inference", "claude-skills", "econometrics", "economics", "economists", "generative-ai", "llm", "machine-learning", "mcp", "research-tools", "social-science", "stata" ], "created_date": "2026-02-21", "last_push_date": "2026-11-07", "url": "https://github.com/hanlulong/awesome-ai-for-economists", "homepage": "https://openecon.ai", "agents": [ "mcp" ], "precision_signals": [ "academic", "admission:skill_candidate", "agent skill", "literature review", "missing_high_confidence_academic_signal", "paper review", "readme_scope", "research", "science", "skill", "skills" ], "stale": false, "verifies_citations": false, "forks": 160, "open_issues": 1, "watchers": 707, "size_kb": 203, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "cc0-1.0", "name": "Creative Commons Zero v1.0 Universal", "spdx_id": "CC0-1.0" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-11-06", "first_seen_at": "2026-11-06T02:17:21Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 143, "repo": "ustc-ai4science/academic-search", "stars": 706, "star_delta_1d": 0, "star_delta_7d": 6, "star_delta_30d": 6, "trend_score": 35.27, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "", "language": "JavaScript", "topics": [], "created_date": "2026-04-01", "last_push_date": "2026-09-05", "url": "https://github.com/ustc-ai4science/academic-search", "homepage": "", "agents": [], "precision_signals": [ "academic", "admission:skill_candidate", "missing_skill_signal", "readme_scope", "science", "学术", "论文" ], "stale": false, "verifies_citations": false, "forks": 40, "open_issues": 4, "watchers": 706, "size_kb": 10454, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 144, "repo": "M1n-n9/paper-lifecycle", "stars": 705, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 12, "trend_score": 24.92, "trend": { "id": "steady", "zh": "稳定", "en": "Steady" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Codex skill for full academic paper lifecycle analysis and revision", "language": "", "topics": [], "created_date": "2026-06-15", "last_push_date": "2026-06-16", "url": "https://github.com/M1n-n9/paper-lifecycle", "homepage": "", "agents": [ "codex" ], "precision_signals": [ "academic", "codex", "paper", "skill" ], "stale": true, "verifies_citations": false, "forks": 38, "open_issues": 0, "watchers": 705, "size_kb": 1122, "default_branch": "master", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 2, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 145, "repo": "RealXiaoze/humanoid-motion-intelligence", "stars": 704, "star_delta_1d": 0, "star_delta_7d": 11, "star_delta_30d": 11, "trend_score": 57.0, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "人形机器人运动智能论文、开源项目、产业与求职知识库", "language": "", "topics": [ "embodied-ai", "humanoid-robotics", "locomotion", "motion-control", "reinforcement-learning", "robot-learning", "sim2real", "vla" ], "created_date": "2026-07-19", "last_push_date": "2026-10-26", "url": "https://github.com/RealXiaoze/humanoid-motion-intelligence", "homepage": "", "agents": [], "precision_signals": [ "admission:skill_candidate", "missing_skill_signal", "readme_scope", "论文" ], "stale": false, "verifies_citations": false, "forks": 51, "open_issues": 0, "watchers": 704, "size_kb": 183944, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 146, "repo": "Ar9av/PaperOrchestra", "stars": 700, "star_delta_1d": 0, "star_delta_7d": 4, "star_delta_30d": 20, "trend_score": 46.2, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "An automated AI research-paper writer based off Google's PaperOrchestra paper's implementation through a skills - benchmark + autoraters using any coding agent (Claude Code, Cursor, Antigravity, Cline, Aider). No API keys, no LLM SDKs.", "language": "Python", "topics": [ "agentic-ai", "ai-research", "anthropic", "antigravity", "arxiv", "automated-paper-writing", "claude-code", "claude-skills", "coding-agents", "cursor", "latex", "literature-review", "llm-agents", "multi-agent", "paper-orchestra", "paperorchestra", "research-paper", "semantic-scholar", "skill-pack" ], "created_date": "2026-04-09", "last_push_date": "2026-11-04", "url": "https://github.com/Ar9av/PaperOrchestra", "homepage": "https://arxiv.org/pdf/2604.05018", "agents": [ "claude-code", "cursor", "cline" ], "precision_signals": [ "claude code", "literature", "paper", "research", "review", "skill", "skills", "trusted_seed" ], "stale": false, "verifies_citations": false, "forks": 97, "open_issues": 1, "watchers": 700, "size_kb": 3292, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 9, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 147, "repo": "datawhalechina/dive-into-embodied-ai", "stars": 699, "star_delta_1d": 0, "star_delta_7d": 26, "star_delta_30d": 26, "trend_score": 73.96, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "从零到一搭建一台具身智能机器人:深入强化学习、World-Model、VLA 等智能决策方法的工程落地,贯穿仿真环境、控制器、运动规划、感知系统等技能树模块,并在真实项目中跑通\"决策—控制—感知\"完整链路。", "language": "Python", "topics": [], "created_date": "2026-04-28", "last_push_date": "2026-11-10", "url": "https://github.com/datawhalechina/dive-into-embodied-ai", "homepage": "https://datawhalechina.github.io/dive-into-embodied-ai/", "agents": [], "precision_signals": [ "admission:skill_candidate", "missing_academic_signal", "missing_skill_signal", "readme_scope", "论文" ], "stale": false, "verifies_citations": false, "forks": 64, "open_issues": 5, "watchers": 699, "size_kb": 36460, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-30", "first_seen_at": "2026-10-30T08:55:18Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 148, "repo": "massimoaria/bibliometrix", "stars": 676, "star_delta_1d": 0, "star_delta_7d": 1, "star_delta_30d": 1, "trend_score": 43.69, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "An R-tool for comprehensive science mapping analysis. A package for quantitative research in scientometrics and bibliometrics.", "language": "R", "topics": [ "bibliometric-analysis", "bibliometrics", "citation", "citation-network", "citations", "co-authors", "co-occurence", "co-word-analysis", "correspondence-analysis", "coupling", "isi-web", "journal", "manuscript", "quantitative-analysis", "scholars", "science", "science-mapping", "scientific", "scientometrics", "scopus" ], "created_date": "2017-02-22", "last_push_date": "2026-11-09", "url": "https://github.com/massimoaria/bibliometrix", "homepage": "https://www.bibliometrix.org", "agents": [], "precision_signals": [ "admission:skill_candidate", "bibliometric", "citation", "missing_skill_signal", "readme_scope", "research", "research paper", "science", "scientific", "thesis" ], "stale": false, "verifies_citations": false, "forks": 176, "open_issues": 3, "watchers": 676, "size_kb": 179432, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 149, "repo": "Doryoku1223/lunwen-skill", "stars": 671, "star_delta_1d": 2, "star_delta_7d": 8, "star_delta_30d": 19, "trend_score": 32.22, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "面向本科计科学生的一键论文初稿 Skill，支持样文/开题报告/模板驱动生成，并补全流程图、ER 图和项目截图", "language": "Python", "topics": [], "created_date": "2026-04-03", "last_push_date": "2026-04-05", "url": "https://github.com/Doryoku1223/lunwen-skill", "homepage": "", "agents": [], "precision_signals": [ "skill", "论文" ], "stale": false, "verifies_citations": false, "forks": 23, "open_issues": 2, "watchers": 671, "size_kb": 94, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 150, "repo": "Boom5426/Nature-Paper-Skills", "stars": 664, "star_delta_1d": 1, "star_delta_7d": 12, "star_delta_30d": 12, "trend_score": 55.38, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "An AI-powered Scientific Writing Workflow: Agent skills for drafting, revising, auditing, and resubmitting Nature-style journal manuscripts.", "language": "Python", "topics": [ "nature-paper", "paper", "paper-skills", "paper-write", "paper-writing", "paper-writing-agent" ], "created_date": "2026-04-12", "last_push_date": "2026-11-03", "url": "https://github.com/Boom5426/Nature-Paper-Skills", "homepage": "", "agents": [], "precision_signals": [ "agent skill", "journal", "manuscript", "paper", "scientific", "skill", "skills" ], "stale": false, "verifies_citations": false, "forks": 55, "open_issues": 0, "watchers": 664, "size_kb": 2208, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 28, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 151, "repo": "hzysvilla/Academic_Smart_Contract_Papers", "stars": 647, "star_delta_1d": 0, "star_delta_7d": 1, "star_delta_30d": 1, "trend_score": 39.75, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Academic Smart Contract Papers. Welcome developers or researchers to add more published papers to this list.", "language": "", "topics": [], "created_date": "2020-09-04", "last_push_date": "2026-10-23", "url": "https://github.com/hzysvilla/Academic_Smart_Contract_Papers", "homepage": "", "agents": [], "precision_signals": [ "academic", "admission:related", "missing_skill_signal", "paper", "papers", "readme_scope", "research" ], "stale": false, "verifies_citations": false, "forks": 78, "open_issues": 0, "watchers": 647, "size_kb": 8742, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "gpl-3.0", "name": "GNU General Public License v3.0", "spdx_id": "GPL-3.0" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 152, "repo": "WenyuChiou/ai-research-skills", "stars": 646, "star_delta_1d": 0, "star_delta_7d": 98, "star_delta_30d": 334, "trend_score": 159.79, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "Universal SKILL.md catalog for research workflows: literature review, research design, project memory, manuscript writing, and cross-agent delegation for Claude Code, Codex, Gemini, Cursor, OpenClaw, and generic AI clients.", "language": "Python", "topics": [ "academic-writing", "agentic-ai", "agentskills", "ai-research", "ai-skills", "claude-code", "claude-skills", "codex", "cursor", "gemini", "literature-review", "marketplace", "multi-agent", "notebooklm", "obsidian", "openclaw", "research", "research-workflow", "skill-md", "zotero" ], "created_date": "2026-04-25", "last_push_date": "2026-11-09", "url": "https://github.com/WenyuChiou/ai-research-skills", "homepage": "https://github.com/WenyuChiou/ai-research-skills/blob/main/README.md", "agents": [ "claude-code", "codex", "cursor", "gemini" ], "precision_signals": [ "academic", "claude code", "literature", "research", "review", "skill", "skills" ], "stale": false, "verifies_citations": false, "forks": 44, "open_issues": 1, "watchers": 646, "size_kb": 25219, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": true, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 153, "repo": "QJHWC/PaperForge", "stars": 641, "star_delta_1d": 0, "star_delta_7d": 3, "star_delta_30d": 3, "trend_score": 39.88, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "End-to-end AI-powered academic paper writing system — from idea generation and literature search to experiment execution, result backfill, and LaTeX paper compilation. Supports multi-LLM routing, SSH remote training, incremental sync, and anti-AI-detection writing style.", "language": "Python", "topics": [ "academic-writing", "ai", "latex", "llm", "paper-generation", "remote-execution", "ssh" ], "created_date": "2026-03-06", "last_push_date": "2026-10-13", "url": "https://github.com/QJHWC/PaperForge", "homepage": "", "agents": [], "precision_signals": [ "academic", "admission:skill_candidate", "latex", "literature", "missing_skill_signal", "paper", "readme_scope", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 96, "open_issues": 1, "watchers": 641, "size_kb": 9179, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 9, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 154, "repo": "NWPUMetaphysicsOffice/Yet-Another-LaTeX-Template-for-NPU-Thesis", "stars": 626, "star_delta_1d": 0, "star_delta_7d": 6, "star_delta_30d": 6, "trend_score": 29.58, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "discipline-specific", "zh": "学科专项", "en": "Discipline Specific" }, "description": "西北工业大学硕博学位论文模版 | Yet Another Thesis Template for Northwestern Polytechnical University", "language": "TeX", "topics": [ "latex", "latex-template", "master-thesis", "npu-thesis", "nwpu-metaphysics-office", "phd-thesis", "thesis", "thesis-template" ], "created_date": "2019-04-04", "last_push_date": "2026-03-18", "url": "https://github.com/NWPUMetaphysicsOffice/Yet-Another-LaTeX-Template-for-NPU-Thesis", "homepage": "https://nwpumetaphysicsoffice.github.io/Yet-Another-LaTeX-Template-for-NPU-Thesis/", "agents": [], "precision_signals": [ "academic", "admission:related", "latex", "missing_skill_signal", "phd", "readme_scope", "thesis", "论文" ], "stale": false, "verifies_citations": false, "forks": 151, "open_issues": 24, "watchers": 626, "size_kb": 23908, "default_branch": "master", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "gpl-3.0", "name": "GNU General Public License v3.0", "spdx_id": "GPL-3.0" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 155, "repo": "xiao24bei/xiaobei-skill", "stars": 617, "star_delta_1d": 1, "star_delta_7d": 12, "star_delta_30d": 29, "trend_score": 40.92, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "小北在读研开源 Codex Skills 合集：Image to VBA、Academic Paper to PPT 等 AI + 科研工作流。", "language": "Python", "topics": [ "academic-figures", "academic-ppt", "academic-presentation", "agent-skills", "ai-for-research", "codex-skill", "editable-powerpoint", "image-to-vba", "office-shapes", "office-vba", "openai-codex", "paper-to-ppt", "powerpoint", "powerpoint-live", "ppt", "rebuild-image-in-powerpoint", "research-figures", "wps", "xiaobei", "xiaobei-skill" ], "created_date": "2026-05-26", "last_push_date": "2026-08-27", "url": "https://github.com/xiao24bei/xiaobei-skill", "homepage": "https://xiaobeiai.top", "agents": [ "codex" ], "precision_signals": [ "academic", "codex", "paper", "research", "skill", "skills", "科研" ], "stale": false, "verifies_citations": false, "forks": 25, "open_issues": 2, "watchers": 617, "size_kb": 33859, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "apache-2.0", "name": "Apache License 2.0", "spdx_id": "Apache-2.0" }, "skills_count": 3, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 156, "repo": "georgian-io/Multimodal-Toolkit", "stars": 617, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 22.33, "trend": { "id": "steady", "zh": "稳定", "en": "Steady" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "Multimodal model for text and tabular data with HuggingFace transformers as building block for text data", "language": "Python", "topics": [ "huggingface-transformers", "multimodal-learning", "natural-language-processing", "tabular-data", "transformer" ], "created_date": "2020-08-20", "last_push_date": "2026-05-04", "url": "https://github.com/georgian-io/Multimodal-Toolkit", "homepage": "https://multimodal-toolkit.readthedocs.io", "agents": [], "precision_signals": [ "admission:related", "literature review", "missing_academic_signal", "missing_skill_signal", "readme_scope" ], "stale": true, "verifies_citations": false, "forks": 93, "open_issues": 8, "watchers": 617, "size_kb": 69608, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "apache-2.0", "name": "Apache License 2.0", "spdx_id": "Apache-2.0" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-11-02", "first_seen_at": "2026-11-02T09:50:45Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 157, "repo": "jimmc414/Kosmos", "stars": 607, "star_delta_1d": 0, "star_delta_7d": 1, "star_delta_30d": 12, "trend_score": 36.35, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "Kosmos: An AI Scientist for Autonomous Discovery - An implementation and adaptation to be driven by Claude Code or API - Based on the Kosmos AI Paper - https://arxiv.org/abs/2511.02824", "language": "Python", "topics": [], "created_date": "2025-11-07", "last_push_date": "2026-10-09", "url": "https://github.com/jimmc414/Kosmos", "homepage": "", "agents": [ "claude-code" ], "precision_signals": [ "arxiv", "claude code", "paper", "trusted_seed" ], "stale": false, "verifies_citations": false, "forks": 109, "open_issues": 2, "watchers": 607, "size_kb": 23643, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 164, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 158, "repo": "ZyhSechub/chinese-thesis-workbench-skill", "stars": 597, "star_delta_1d": 0, "star_delta_7d": 2, "star_delta_30d": 2, "trend_score": 24.61, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "本科毕业论文skill：会把你的项目的源码、数据库、截图和文献，按学校模板与样文风格，工程化地写成整合成可追溯、可续写、可审查的本科毕业论文", "language": "Python", "topics": [], "created_date": "2026-05-02", "last_push_date": "2026-05-07", "url": "https://github.com/ZyhSechub/chinese-thesis-workbench-skill", "homepage": "", "agents": [], "precision_signals": [ "skill", "thesis", "文献", "论文" ], "stale": false, "verifies_citations": false, "forks": 30, "open_issues": 1, "watchers": 597, "size_kb": 190, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 159, "repo": "InternScience/Awesome-Scientific-Skills", "stars": 590, "star_delta_1d": 0, "star_delta_7d": 4, "star_delta_30d": 4, "trend_score": 27.19, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "An open, curated collection of Agent Skills for scientific research — clone it, use it, extend it!", "language": "", "topics": [ "agent-skills", "awesome-list", "openclaw-skills", "scientific-data", "scientific-discovery", "scientific-skill" ], "created_date": "2026-03-03", "last_push_date": "2026-08-13", "url": "https://github.com/InternScience/Awesome-Scientific-Skills", "homepage": "", "agents": [], "precision_signals": [ "academic", "admission:skill_candidate", "agent skill", "literature search", "missing_high_confidence_academic_signal", "readme_scope", "research", "science", "scientific", "scientific research", "skill", "skills" ], "stale": false, "verifies_citations": false, "forks": 51, "open_issues": 14, "watchers": 590, "size_kb": 1167, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 160, "repo": "Adkid-Zephyr/oral-paper-skill", "stars": 572, "star_delta_1d": 4, "star_delta_7d": 40, "star_delta_30d": 204, "trend_score": 85.61, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "向顶会优秀论文学科研｜Oral Paper Skill — 从 883 篇 Oral 论文摘要中“蒸馏”共通做法，用于论文对照改进与学习复盘 · Skill + prompt pack (CN/EN). Learn from 883 Oral paper abstracts to improve your research and writing.", "language": "Python", "topics": [ "academic-writing", "claude-code", "codex-skills", "iclr", "icml", "machine-learning", "neurips", "research" ], "created_date": "2026-09-02", "last_push_date": "2026-09-17", "url": "https://github.com/Adkid-Zephyr/oral-paper-skill", "homepage": "", "agents": [ "claude-code", "codex" ], "precision_signals": [ "academic", "codex", "paper", "research", "skill", "skills", "科研" ], "stale": false, "verifies_citations": false, "forks": 24, "open_issues": 0, "watchers": 572, "size_kb": 2717, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 161, "repo": "liubenyuan/nudtpaper", "stars": 568, "star_delta_1d": 1, "star_delta_7d": 1, "star_delta_30d": 1, "trend_score": 36.99, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "A LaTeX template for Master/PhD Thesis of NUDT", "language": "TeX", "topics": [ "latex", "phd-thesis-template", "xelatex" ], "created_date": "2013-02-23", "last_push_date": "2026-10-13", "url": "https://github.com/liubenyuan/nudtpaper", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "latex", "missing_skill_signal", "paper", "phd", "readme_scope", "thesis", "论文" ], "stale": false, "verifies_citations": false, "forks": 179, "open_issues": 31, "watchers": 568, "size_kb": 20665, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 162, "repo": "TingxiYu/academic-figure-skill", "stars": 566, "star_delta_1d": 0, "star_delta_7d": 17, "star_delta_30d": 81, "trend_score": 46.02, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "A skill for academic research figure generation that autonomously handles the full workflow — data understanding, chart type recommendation, and format-compliant generation.", "language": "Python", "topics": [], "created_date": "2026-07-07", "last_push_date": "2026-07-12", "url": "https://github.com/TingxiYu/academic-figure-skill", "homepage": "", "agents": [], "precision_signals": [ "academic", "research", "skill", "workflow" ], "stale": false, "verifies_citations": false, "forks": 28, "open_issues": 3, "watchers": 566, "size_kb": 68742, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "apache-2.0", "name": "Apache License 2.0", "spdx_id": "Apache-2.0" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 163, "repo": "1692775560/dsh-Mimir-Academic-research", "stars": 562, "star_delta_1d": 0, "star_delta_7d": 10, "star_delta_30d": 12, "trend_score": 59.23, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "Mimir — 一站式科研工作台插件：LaTeX 论文边写边编译、arXiv 文献管理、实验追踪、指标图表、GPU 服务器 SSH 任务编排，管理科研全周期。An open-source research workbench plugin for the whole research cycle.", "language": "TypeScript", "topics": [ "arxiv", "bibtex", "deepseek", "deepseek-harness", "dsh-plugin", "experiment-tracking", "gpu-cluster", "latex", "paper-writing", "research", "research-tools", "ssh" ], "created_date": "2026-08-20", "last_push_date": "2026-11-04", "url": "https://github.com/1692775560/dsh-Mimir-Academic-research", "homepage": "https://mimir.smartlarkai.com", "agents": [], "precision_signals": [ "academic", "arxiv", "paper", "plugin", "research" ], "stale": false, "verifies_citations": false, "forks": 18, "open_issues": 26, "watchers": 562, "size_kb": 88761, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 164, "repo": "claesbackman/AI-research-feedback", "stars": 554, "star_delta_1d": 0, "star_delta_7d": 28, "star_delta_30d": 59, "trend_score": 72.64, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "A collection of Claude Code skills for academic research review. These tools were developed by Claes Bäckman.", "language": "JavaScript", "topics": [], "created_date": "2026-03-01", "last_push_date": "2026-10-28", "url": "https://github.com/claesbackman/AI-research-feedback", "homepage": "", "agents": [ "claude-code" ], "precision_signals": [ "academic", "claude code", "research", "review", "skill", "skills", "trusted_seed" ], "stale": false, "verifies_citations": false, "forks": 107, "open_issues": 0, "watchers": 554, "size_kb": 3350, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 13, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 165, "repo": "alfonso0512/research-writing-skill", "stars": 547, "star_delta_1d": 0, "star_delta_7d": 11, "star_delta_30d": 57, "trend_score": 35.11, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "🎓 AI 科研论文写作助手 - 30 个 Prompt 模板覆盖论文写作全流程。支持中英文翻译、润色、文献综述、投稿回复、基金申请等。", "language": "Python", "topics": [ "academic-writing", "ai-writing", "openclaw", "paper-writing", "productivity", "prompt-engineering", "research", "research-tools", "scientific-writing", "skill" ], "created_date": "2026-03-18", "last_push_date": "2026-07-15", "url": "https://github.com/alfonso0512/research-writing-skill", "homepage": "", "agents": [], "precision_signals": [ "academic", "paper", "research", "scientific", "skill" ], "stale": false, "verifies_citations": false, "forks": 46, "open_issues": 1, "watchers": 547, "size_kb": 89, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 166, "repo": "bahayonghang/academic-writing-skills", "stars": 544, "star_delta_1d": 1, "star_delta_7d": 12, "star_delta_30d": 12, "trend_score": 56.22, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "AI-powered post-writing toolkit for academic papers — format validation, grammar/style polishing, de-AI editing, reference checking, and reviewer-style paper audits. 5 skills for LaTeX, Typst & PDF. Focused on enhancing existing text quality, not generating from scratch.", "language": "Python", "topics": [ "academic", "latex", "typst" ], "created_date": "2026-01-01", "last_push_date": "2026-11-10", "url": "https://github.com/bahayonghang/academic-writing-skills", "homepage": "https://bahayonghang.github.io/academic-writing-skills/", "agents": [], "precision_signals": [ "academic", "admission:skill_candidate", "paper", "papers", "phd", "readme_scope", "review", "skill", "skills", "thesis" ], "stale": false, "verifies_citations": false, "forks": 42, "open_issues": 0, "watchers": 544, "size_kb": 31507, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 8, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 167, "repo": "damonwan1/AutoScholarLoop", "stars": 536, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 31.35, "trend": { "id": "steady", "zh": "稳定", "en": "Steady" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "A multi-agent AUTO Research loop for idea discovery, experiment execution, evidence-grounded paper writing, quality audit, and live Web observation from AI group, CNIC, CAS.", "language": "Python", "topics": [ "academic-writing", "ai-research", "ai-researcher", "ai-scientist", "ai-scientists", "auto-research", "paper-writing-agent", "research-agent" ], "created_date": "2026-04-24", "last_push_date": "2026-09-24", "url": "https://github.com/damonwan1/AutoScholarLoop", "homepage": "", "agents": [], "precision_signals": [ "academic", "admission:skill_candidate", "experiment", "missing_skill_signal", "paper", "paper writing", "peer review", "phd", "readme_scope", "research" ], "stale": true, "verifies_citations": false, "forks": 28, "open_issues": 0, "watchers": 536, "size_kb": 4443, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 6, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 168, "repo": "FoShmily/ai-paper-system", "stars": 532, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 44.8, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "AI论文系统 · AI论文生成、AI论文写作，一键论文生成，降AIGC、降重、答辩PPT · OEM白标招商加盟", "language": "", "topics": [ "ai", "ai-humanizer", "ai-ppt", "aigc", "deepseek", "llm", "paper-generator", "rewriter", "saas", "thesis" ], "created_date": "2026-09-29", "last_push_date": "2026-10-13", "url": "https://github.com/FoShmily/ai-paper-system", "homepage": "https://www.openlun.com", "agents": [], "precision_signals": [ "admission:related", "missing_skill_signal", "paper", "readme_scope", "thesis", "学术", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 43, "open_issues": 0, "watchers": 532, "size_kb": 5543, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 169, "repo": "federicodeponte/opendraft", "stars": 531, "star_delta_1d": 1, "star_delta_7d": 7, "star_delta_30d": 7, "trend_score": 48.79, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "The open-source agent system that writes research papers with verified citations. Every citation checked against Crossref, OpenAlex and Semantic Scholar.", "language": "Python", "topics": [ "academic-writing", "agents", "ai-agents", "citation-verification", "citations", "crossref", "dissertation", "literature-review", "llm", "multi-agent", "open-source", "openalex", "python", "research-assistant", "research-paper", "research-paper-generator", "semantic-scholar", "thesis", "thesis-generator", "thesis-writer" ], "created_date": "2025-10-30", "last_push_date": "2026-11-04", "url": "https://github.com/federicodeponte/opendraft", "homepage": "https://opendraft.xyz", "agents": [], "precision_signals": [ "academic", "admission:skill_candidate", "assistant", "missing_strong_skill_signal", "paper", "papers", "readme_scope", "research", "research paper", "research papers" ], "stale": false, "verifies_citations": true, "forks": 90, "open_issues": 3, "watchers": 531, "size_kb": 123027, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": true, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 170, "repo": "SPThole/CoexistAI", "stars": 531, "star_delta_1d": 1, "star_delta_7d": 1, "star_delta_30d": 1, "trend_score": 23.01, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "CoexistAI is a modular, developer-friendly research assistant framework . It enables you to build, search, summarize, and automate research workflows using LLMs, web search, Reddit, YouTube, and mapping tools—all with simple MCP tool calls or API calls or Python functions. ", "language": "Jupyter Notebook", "topics": [ "agentic-ai", "fastapi", "github", "langchain", "langgraph", "map", "mcp-server", "reddit", "searxng", "tools", "websearch", "youtube" ], "created_date": "2025-06-06", "last_push_date": "2026-03-10", "url": "https://github.com/SPThole/CoexistAI", "homepage": "", "agents": [ "mcp" ], "precision_signals": [ "admission:skill_candidate", "assistant", "mcp", "missing_strong_academic_signal", "readme_scope", "research", "research paper", "research workflow", "workflow" ], "stale": false, "verifies_citations": false, "forks": 35, "open_issues": 4, "watchers": 531, "size_kb": 38186, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 171, "repo": "Tswoen/Paper-Agent", "stars": 530, "star_delta_1d": 4, "star_delta_7d": 11, "star_delta_30d": 11, "trend_score": 43.25, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "discipline-specific", "zh": "学科专项", "en": "Discipline Specific" }, "description": "Paper-Agent 是一个面向科研人员和学生的智能论文检索与调研工具。项目基于多智能体协作架构（LangGraph），通过自然语言处理（NLP）、自动化搜索，帮助用户高效查找学术论文、分析文献内容，并进行论文调研。Paper-Agent 支持多平台集成、关键词搜索、自动分析、论文调研，提升了学术研究的效率。适用于论文写作、学术调研、科研项目管理等多种场景，是学术调研的理想助手。", "language": "Python", "topics": [ "agent", "agents", "ai", "autogen", "chroma", "langchain", "llm", "multi-agent", "paper-agent", "python", "rag" ], "created_date": "2025-09-01", "last_push_date": "2026-09-18", "url": "https://github.com/Tswoen/Paper-Agent", "homepage": "", "agents": [], "precision_signals": [ "admission:skill_candidate", "missing_skill_signal", "paper", "readme_scope", "学术", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 55, "open_issues": 2, "watchers": 530, "size_kb": 117162, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 172, "repo": "vitorfs/parsifal", "stars": 529, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 21.79, "trend": { "id": "steady", "zh": "稳定", "en": "Steady" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Parsifal is a tool to assist researchers to perform Systematic Literature Reviews", "language": "Python", "topics": [ "academic", "django", "publishing", "research", "scientific-publications", "systematic-literature-reviews" ], "created_date": "2013-07-25", "last_push_date": "2026-05-05", "url": "https://github.com/vitorfs/parsifal", "homepage": "https://parsif.al", "agents": [], "precision_signals": [ "academic", "admission:related", "literature", "literature review", "missing_skill_signal", "readme_scope", "research", "review" ], "stale": true, "verifies_citations": false, "forks": 187, "open_issues": 40, "watchers": 529, "size_kb": 3393, "default_branch": "dev", "has_issues": true, "has_wiki": true, "has_discussions": true, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 173, "repo": "AaronGIG/pdf2zh-desktop", "stars": 526, "star_delta_1d": 0, "star_delta_7d": 10, "star_delta_30d": 10, "trend_score": 50.9, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "discipline-specific", "zh": "学科专项", "en": "Discipline Specific" }, "description": "📖 开箱即用的 PDF 学术翻译神器 | Win + Mac 双平台 | 公式排版完美保留 · Zotero 深度联动 · 35 种语言 · 20+ AI 翻译引擎 · 表格/OCR/术语库 · 批量翻译 | 基于 PDFMathTranslate (EMNLP 2025)", "language": "Python", "topics": [ "academic", "desktop-app", "llm", "macos", "ocr", "pdf", "pdf-translation", "pdf2zh", "pdfmathtranslate", "translation", "windows", "zotero" ], "created_date": "2026-03-17", "last_push_date": "2026-10-28", "url": "https://github.com/AaronGIG/pdf2zh-desktop", "homepage": "https://aarongig.github.io/pdf2zh-desktop/", "agents": [], "precision_signals": [ "academic", "admission:related", "missing_skill_signal", "readme_scope", "学术", "论文" ], "stale": false, "verifies_citations": false, "forks": 21, "open_issues": 0, "watchers": 526, "size_kb": 167076, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 174, "repo": "khoj-ai/openpaper", "stars": 522, "star_delta_1d": 1, "star_delta_7d": 4, "star_delta_30d": 4, "trend_score": 44.29, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "literature-review", "zh": "文献综述", "en": "Literature Review" }, "description": "Open Paper is a workbench for managing your research library. Read, annotate, and understand your papers all in one place. Use an AI assistant to conduct your literature review.", "language": "Python", "topics": [ "ai", "ai-assistant", "ai-pdf-reader", "copilot", "papers", "pdf-ai", "pdf-annotation", "research", "research-paper" ], "created_date": "2025-03-22", "last_push_date": "2026-10-31", "url": "https://github.com/khoj-ai/openpaper", "homepage": "https://openpaper.ai", "agents": [], "precision_signals": [ "admission:related", "assistant", "copilot", "literature", "missing_strong_skill_signal", "paper", "papers", "readme_scope", "research", "research paper", "research papers" ], "stale": false, "verifies_citations": false, "forks": 77, "open_issues": 2, "watchers": 522, "size_kb": 84954, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "agpl-3.0", "name": "GNU Affero General Public License v3.0", "spdx_id": "AGPL-3.0" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 175, "repo": "donghuixin/AI-Vibe-Writing-Skills", "stars": 501, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 38.22, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "Using AI for high quality writing", "language": "Python", "topics": [], "created_date": "2026-02-18", "last_push_date": "2026-10-26", "url": "https://github.com/donghuixin/AI-Vibe-Writing-Skills", "homepage": "", "agents": [], "precision_signals": [ "academic", "admission:skill_candidate", "missing_academic_signal", "readme_scope", "skill", "skills", "thesis", "科研" ], "stale": false, "verifies_citations": false, "forks": 53, "open_issues": 0, "watchers": 501, "size_kb": 437, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-31", "first_seen_at": "2026-10-31T03:03:15Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 176, "repo": "datawhalechina/happy-figure", "stars": 487, "star_delta_1d": 3, "star_delta_7d": 7, "star_delta_30d": 7, "trend_score": 43.68, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "🎨 把时间还给逻辑，用 AI 绘就你的科研故事", "language": "", "topics": [], "created_date": "2026-03-16", "last_push_date": "2026-10-13", "url": "https://github.com/datawhalechina/happy-figure", "homepage": "http://datawhalechina.github.io/happy-figure/", "agents": [], "precision_signals": [ "admission:skill_candidate", "missing_skill_signal", "readme_scope", "学术", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 14, "open_issues": 0, "watchers": 487, "size_kb": 38599, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 177, "repo": "hkcanan/katmer-code", "stars": 478, "star_delta_1d": 0, "star_delta_7d": 2, "star_delta_30d": 3, "trend_score": 31.35, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Multi-provider AI sidebar for Obsidian — Claude, Gemini, Codex, Antigravity. Per-tab routing, same-tab consult, inline diff, CLAUDE.md auto-mirror, academic research skills.", "language": "TypeScript", "topics": [ "academic-research", "ai", "antigravity", "chatgpt", "claude", "codex", "gemini", "multi-provider", "obsidian", "obsidian-plugin" ], "created_date": "2026-03-22", "last_push_date": "2026-09-15", "url": "https://github.com/hkcanan/katmer-code", "homepage": "", "agents": [ "claude-code", "codex", "gemini" ], "precision_signals": [ "academic", "claude code", "research", "skill", "skills", "trusted_seed" ], "stale": false, "verifies_citations": false, "forks": 32, "open_issues": 2, "watchers": 478, "size_kb": 4731, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 178, "repo": "modelscope/Awesome-Vibe-Research", "stars": 474, "star_delta_1d": 0, "star_delta_7d": 5, "star_delta_30d": 22, "trend_score": 49.35, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "An open, collaboratively-built repository for AI-assisted scientific research — collecting and curating agents, skills, workflows, tools, and best practices across the full research lifecycle. 面向 AI 辅助科研的开放共建仓库 收集和沉淀科研全流程中的 agents、skills、workflows、tools 与最佳实践", "language": "Python", "topics": [], "created_date": "2026-06-12", "last_push_date": "2026-11-10", "url": "https://github.com/modelscope/Awesome-Vibe-Research", "homepage": "", "agents": [], "precision_signals": [ "research", "scientific", "skill", "skills", "workflow", "科研" ], "stale": false, "verifies_citations": false, "forks": 65, "open_issues": 13, "watchers": 474, "size_kb": 1188, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "apache-2.0", "name": "Apache License 2.0", "spdx_id": "Apache-2.0" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 179, "repo": "fakerqwq/social-science-paper-writing-skill", "stars": 470, "star_delta_1d": 0, "star_delta_7d": 14, "star_delta_30d": 82, "trend_score": 39.4, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "social-science-paper-writing 是一个面向社会科学论文写作的 Codex/ChatGPT skill，用于辅助完成选题诊断、研究问题细化、论文大纲搭建、文献综述规划、CNKI/Google Scholar 到 Zotero 的文献工作流、草稿评审、章节修订、引用与证据风险检查，以及投稿前检查。 它的核心目标不是“把文字润色得更像论文”，而是帮助作者把论文写成一个可检验、可论证、证据和方法相匹配的社会科学研究。", "language": "", "topics": [], "created_date": "2026-06-01", "last_push_date": "2026-06-02", "url": "https://github.com/fakerqwq/social-science-paper-writing-skill", "homepage": "", "agents": [ "codex" ], "precision_signals": [ "codex", "paper", "scholar", "science", "skill", "论文" ], "stale": false, "verifies_citations": false, "forks": 21, "open_issues": 1, "watchers": 470, "size_kb": 87, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 180, "repo": "xiejhhhhhh/Draftpaper_loop", "stars": 468, "star_delta_1d": 2, "star_delta_7d": 6, "star_delta_30d": 6, "trend_score": 40.61, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "Local-first research paper loop engine for auditable, traceable manuscript drafts.", "language": "Python", "topics": [], "created_date": "2026-06-02", "last_push_date": "2026-09-29", "url": "https://github.com/xiejhhhhhh/Draftpaper_loop", "homepage": "https://xiejhhhhhh.github.io/Draftpaper_loop/support/", "agents": [], "precision_signals": [ "academic", "admission:skill_candidate", "literature discovery", "manuscript", "missing_skill_signal", "paper", "readme_scope", "research", "scientific writing" ], "stale": false, "verifies_citations": false, "forks": 29, "open_issues": 0, "watchers": 468, "size_kb": 37189, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 5, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 181, "repo": "TJ-CSCCG/TongjiThesis", "stars": 466, "star_delta_1d": 0, "star_delta_7d": 2, "star_delta_30d": 2, "trend_score": 41.32, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "同济大学毕业设计论文 LaTeX 模板 | TongjiThesis - LaTeX Thesis Template for Tongji University", "language": "TeX", "topics": [ "biblatex", "ctex", "ctexbook", "latex", "latex-template", "lualatex", "overleaf", "thesis", "tongji", "tongjithesis", "xelatex" ], "created_date": "2021-05-12", "last_push_date": "2026-10-30", "url": "https://github.com/TJ-CSCCG/TongjiThesis", "homepage": "https://tj-csccg.github.io/TongjiThesis/", "agents": [], "precision_signals": [ "admission:skill_candidate", "latex", "missing_skill_signal", "readme_scope", "thesis", "论文" ], "stale": false, "verifies_citations": false, "forks": 53, "open_issues": 0, "watchers": 466, "size_kb": 2872, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": true, "license": { "key": "lppl-1.3c", "name": "LaTeX Project Public License v1.3c", "spdx_id": "LPPL-1.3c" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-31", "first_seen_at": "2026-10-31T03:03:15Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 182, "repo": "lingzhi227/agent-research-skills", "stars": 459, "star_delta_1d": 0, "star_delta_7d": 11, "star_delta_30d": 11, "trend_score": 34.5, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Skills for Claude Code — deep-research: systematic academic literature review", "language": "Python", "topics": [], "created_date": "2026-02-20", "last_push_date": "2026-02-27", "url": "https://github.com/lingzhi227/agent-research-skills", "homepage": "", "agents": [ "claude-code" ], "precision_signals": [ "academic", "admission:skill_candidate", "claude code", "literature", "paper writing", "readme_scope", "research", "research paper", "review", "skill", "skills" ], "stale": false, "verifies_citations": false, "forks": 46, "open_issues": 5, "watchers": 459, "size_kb": 417, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 31, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [ "fcakyon/phd-skills" ], "rank": 183, "repo": "fcakyon/labrat", "stars": 457, "star_delta_1d": 1, "star_delta_7d": 9, "star_delta_30d": 9, "trend_score": 50.18, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "PhD Research Skills for Claude Code: paper reproduction, experiment design, paper review, result comparison and more.", "language": "Shell", "topics": [ "academic", "agents", "ai", "claude", "claude-code", "claude-code-plugin", "claude-skills", "conference", "fable", "hooks", "journal", "mcp", "opus", "paper-reproduction", "paper-review", "phd", "plugin", "research", "research-skills", "skills" ], "created_date": "2026-03-11", "last_push_date": "2026-11-01", "url": "https://github.com/fcakyon/labrat", "homepage": "", "agents": [ "claude-code", "mcp" ], "precision_signals": [ "academic", "claude code", "paper", "research", "review", "skill", "skills" ], "stale": false, "verifies_citations": false, "forks": 38, "open_issues": 1, "watchers": 457, "size_kb": 151, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 11, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 184, "repo": "yushui2022/MathModel-Skill", "stars": 457, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 37.55, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "Agent-native mathematical modeling workflow skills for Trae, Claude Code, and Codex, covering problem parsing, modeling, code generation, evidence checks, paper writing, and Word delivery.", "language": "Python", "topics": [], "created_date": "2026-01-29", "last_push_date": "2026-10-24", "url": "https://github.com/yushui2022/MathModel-Skill", "homepage": "", "agents": [ "claude-code", "codex" ], "precision_signals": [ "admission:skill_candidate", "claude code", "paper", "readme_scope", "skill", "skills", "论文" ], "stale": false, "verifies_citations": false, "forks": 30, "open_issues": 2, "watchers": 457, "size_kb": 20517, "default_branch": "standard", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 11, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 185, "repo": "jamditis/claude-skills-journalism", "stars": 451, "star_delta_1d": 0, "star_delta_7d": 7, "star_delta_30d": 7, "trend_score": 48.37, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "Claude Code skills for journalism, media, and academia - verification, FOIA, data journalism, academic writing, and more", "language": "Python", "topics": [ "academic-writing", "claude", "claude-code", "claude-skills", "data-journalism", "fact-checking", "foia", "journalism", "media", "newsroom", "osint", "skills", "verification" ], "created_date": "2025-12-25", "last_push_date": "2026-11-04", "url": "https://github.com/jamditis/claude-skills-journalism", "homepage": "https://skills.amditis.tech/", "agents": [ "claude-code" ], "precision_signals": [ "academic", "admission:skill_candidate", "claude code", "journal", "readme_scope", "skill", "skills" ], "stale": false, "verifies_citations": true, "forks": 71, "open_issues": 26, "watchers": 451, "size_kb": 14544, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": true, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 76, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 186, "repo": "Yeti-791/Awesome-Offensive-AI-Agentic-Landscape", "stars": 444, "star_delta_1d": 0, "star_delta_7d": 26, "star_delta_30d": 26, "trend_score": 60.74, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "This document curates open-source projects, academic papers, capability benchmarks, and commercial solutions (international & China) in AI penetration testing, LLM red teaming, autonomous offensive agents, and vulnerability discovery—aimed at helping researchers, security engineers, and enterprise decision-makers quickly form a holistic view.", "language": "", "topics": [ "ai-benchmarks", "ai-hacking", "ai-pentesting", "ai-red-teaming", "ai-security", "autonomous-penetration", "awesome-list", "ctf", "cybersecurity", "hacking-agents", "hacking-tool", "intelligent-penetration", "llm-security", "offensive-ai", "offensive-security", "pentest", "pentest-tool", "redteam", "security-tools" ], "created_date": "2026-06-11", "last_push_date": "2026-09-10", "url": "https://github.com/Yeti-791/Awesome-Offensive-AI-Agentic-Landscape", "homepage": "", "agents": [], "precision_signals": [ "academic", "admission:skill_candidate", "missing_skill_signal", "paper", "papers", "readme_scope", "research", "学术", "论文" ], "stale": false, "verifies_citations": false, "forks": 54, "open_issues": 0, "watchers": 444, "size_kb": 437, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": true, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 187, "repo": "Chenruishuo/posterly", "stars": 437, "star_delta_1d": 0, "star_delta_7d": 3, "star_delta_30d": 3, "trend_score": 45.31, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "discipline-specific", "zh": "学科专项", "en": "Discipline Specific" }, "description": "Build academic conference posters as a single HTML/CSS file, rendered to print-ready PDF via headless Chromium. A coding-agent skill.", "language": "Python", "topics": [], "created_date": "2026-05-30", "last_push_date": "2026-11-08", "url": "https://github.com/Chenruishuo/posterly", "homepage": "", "agents": [], "precision_signals": [ "academic", "admission:skill_candidate", "agent skill", "conference", "readme_scope", "skill" ], "stale": false, "verifies_citations": false, "forks": 12, "open_issues": 0, "watchers": 437, "size_kb": 26770, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "agpl-3.0", "name": "GNU Affero General Public License v3.0", "spdx_id": "AGPL-3.0" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 188, "repo": "LimHyungTae/awesome-claudecode-paper-proofreading", "stars": 437, "star_delta_1d": 0, "star_delta_7d": 5, "star_delta_30d": 8, "trend_score": 42.37, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "Claude Code-driven research paper proofreading prompt", "language": "", "topics": [], "created_date": "2026-03-09", "last_push_date": "2026-10-20", "url": "https://github.com/LimHyungTae/awesome-claudecode-paper-proofreading", "homepage": "", "agents": [ "claude-code" ], "precision_signals": [ "claude code", "paper", "proofreading", "research", "roo", "trusted_seed" ], "stale": false, "verifies_citations": false, "forks": 45, "open_issues": 0, "watchers": 437, "size_kb": 108, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 189, "repo": "Lupynow/math-modeling-skills", "stars": 437, "star_delta_1d": 0, "star_delta_7d": 3, "star_delta_30d": 19, "trend_score": 25.34, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "数学建模竞赛完整工具链：从拿到赛题到交出论文，一条龙解决。 覆盖 国赛 CUMCM（A/B/C） 和 美赛 MCM/ICM（A-F） 全部题型。", "language": "Python", "topics": [ "claude-code", "claude-skill", "cumcm", "mathematical-modeling", "mcm-icm", "paper-writing" ], "created_date": "2026-05-23", "last_push_date": "2026-07-31", "url": "https://github.com/Lupynow/math-modeling-skills", "homepage": "", "agents": [ "claude-code" ], "precision_signals": [ "paper", "skill", "skills", "论文" ], "stale": false, "verifies_citations": false, "forks": 16, "open_issues": 0, "watchers": 437, "size_kb": 658, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 2, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 190, "repo": "CloudWave818/ieee-skills", "stars": 434, "star_delta_1d": 0, "star_delta_7d": 12, "star_delta_30d": 69, "trend_score": 39.58, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "面向 IEEE 风格论文写作、润色、审稿、实验、图表、LaTeX、引用和论文阅读的 Codex skills。", "language": "Python", "topics": [], "created_date": "2026-07-14", "last_push_date": "2026-08-12", "url": "https://github.com/CloudWave818/ieee-skills", "homepage": "", "agents": [ "codex" ], "precision_signals": [ "codex", "latex", "skill", "skills", "实验", "审稿", "论文" ], "stale": false, "verifies_citations": false, "forks": 23, "open_issues": 1, "watchers": 434, "size_kb": 3638, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 10, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 191, "repo": "MLNLP-World/Paper-Rebuttal-Tips", "stars": 433, "star_delta_1d": 1, "star_delta_7d": 21, "star_delta_30d": 21, "trend_score": 61.39, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "discipline-specific", "zh": "学科专项", "en": "Discipline Specific" }, "description": "MLNLP社区用来帮助大家论文Rebuttal的整理仓库。", "language": "", "topics": [ "deeplearning", "large-language-models", "mlnlp" ], "created_date": "2026-06-26", "last_push_date": "2026-10-06", "url": "https://github.com/MLNLP-World/Paper-Rebuttal-Tips", "homepage": "", "agents": [], "precision_signals": [ "admission:skill_candidate", "missing_skill_signal", "paper", "readme_scope", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 36, "open_issues": 0, "watchers": 433, "size_kb": 5893, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 192, "repo": "cynicalight/NeoRead", "stars": 414, "star_delta_1d": 1, "star_delta_7d": 38, "star_delta_30d": 38, "trend_score": 96.02, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "NeoRead: a local-first EPUB/PDF reader with annotations, side-by-side translation, and AI assistance through Claude Code, Codex CLI, and Kimi CLI.", "language": "TypeScript", "topics": [ "academic", "codex", "ebook-reader", "electron", "epub", "epub-reader", "local-first", "pdf-reader", "reader", "reading", "typescript" ], "created_date": "2026-10-03", "last_push_date": "2026-11-10", "url": "https://github.com/cynicalight/NeoRead", "homepage": "https://neoread.app", "agents": [ "claude-code", "codex" ], "precision_signals": [ "academic", "admission:skill_candidate", "claude code", "codex", "readme_scope", "论文" ], "stale": false, "verifies_citations": false, "forks": 37, "open_issues": 41, "watchers": 414, "size_kb": 29886, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-30", "first_seen_at": "2026-10-30T02:03:55Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 193, "repo": "WenyuChiou/academic-writing-skills", "stars": 411, "star_delta_1d": 0, "star_delta_7d": 58, "star_delta_30d": 58, "trend_score": 109.7, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "Skill for rigorous academic paper writing, revision, and submission. Field-agnostic with per-paper journal overrides.", "language": "Python", "topics": [], "created_date": "2026-04-19", "last_push_date": "2026-11-06", "url": "https://github.com/WenyuChiou/academic-writing-skills", "homepage": "", "agents": [], "precision_signals": [ "academic", "admission:skill_candidate", "journal", "paper", "paper review", "readme_scope", "skill", "skills", "thesis" ], "stale": false, "verifies_citations": false, "forks": 22, "open_issues": 0, "watchers": 411, "size_kb": 10285, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 6, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 194, "repo": "Rimagination/instsci", "stars": 411, "star_delta_1d": 0, "star_delta_7d": 7, "star_delta_30d": 32, "trend_score": 39.97, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "InstSci: academic paper retrieval with Open Access fallback and browser-backed institutional access for AI agents and CLI workflows.", "language": "Python", "topics": [], "created_date": "2026-05-02", "last_push_date": "2026-09-29", "url": "https://github.com/Rimagination/instsci", "homepage": "", "agents": [], "precision_signals": [ "academic", "paper", "retrieval", "workflow" ], "stale": false, "verifies_citations": false, "forks": 24, "open_issues": 1, "watchers": 411, "size_kb": 554, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 195, "repo": "DEEP-JLU/Awesome-Graph-Engineering", "stars": 401, "star_delta_1d": 0, "star_delta_7d": 7, "star_delta_30d": 7, "trend_score": 53.3, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "A Survey on Ontology Engineering, Graph Engineering, Loop Engineering, Harness Engineering, Context Engineering and Prompt Engineering", "language": "", "topics": [ "graph-engineering", "harness-engineering", "loop-engineering", "ontology-engineering", "system-intelligence" ], "created_date": "2026-08-20", "last_push_date": "2026-10-30", "url": "https://github.com/DEEP-JLU/Awesome-Graph-Engineering", "homepage": "https://arxiv.org/abs/2608.21156", "agents": [], "precision_signals": [ "admission:skill_candidate", "missing_high_confidence_academic_signal", "missing_skill_signal", "readme_scope", "research paper", "research papers", "survey" ], "stale": false, "verifies_citations": false, "forks": 26, "open_issues": 2, "watchers": 401, "size_kb": 13563, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-30", "first_seen_at": "2026-10-30T08:55:18Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 196, "repo": "Achuan-2/illustrator_sci_toolbox", "stars": 390, "star_delta_1d": 0, "star_delta_7d": 5, "star_delta_30d": 5, "trend_score": 46.01, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Adobe Illustrator 科研组图插件，支持复制粘贴相对位置、图片一键自动排列，一键添加子图label | Adobe Illustrator plugin, specifically designed for scientific illustration, supports copy-pasting with relative positioning, batch setting of shape dimensions, one-click automatic arrangement of images, and one-click addition of subplot labels.", "language": "TypeScript", "topics": [], "created_date": "2025-01-20", "last_push_date": "2026-11-07", "url": "https://github.com/Achuan-2/illustrator_sci_toolbox", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "plugin", "readme_scope", "scientific", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 21, "open_issues": 1, "watchers": 390, "size_kb": 2491, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "agpl-3.0", "name": "GNU Affero General Public License v3.0", "spdx_id": "AGPL-3.0" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 197, "repo": "wp-a/nature-academic-search", "stars": 383, "star_delta_1d": 0, "star_delta_7d": 18, "star_delta_30d": 75, "trend_score": 55.36, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Academic Paper Search：中文科研用户的 Codex / Claude Code / DeepSeek Harness Skill + MCP；跨 CrossRef、PubMed、arXiv、OpenAlex、Europe PMC 检索去重，支持 MeSH、引用核验、引文图谱、试验检索与审计导出。", "language": "Python", "topics": [ "academic-search", "agent-skills", "arxiv", "chinese", "citation-graph", "citation-management", "citation-verification", "claude-code", "clinicaltrials-gov", "codex", "crossref", "deepseek-harness", "europe-pmc", "literature-review", "mcp", "mesh", "openalex", "pubmed", "research-workflow", "semantic-scholar" ], "created_date": "2026-06-11", "last_push_date": "2026-10-01", "url": "https://github.com/wp-a/nature-academic-search", "homepage": "https://www.wpironman.top/2026/07/academic-paper-search-reproducible-literature-search/", "agents": [ "claude-code", "codex", "mcp" ], "precision_signals": [ "academic", "claude code", "literature", "paper", "research", "skill", "skills" ], "stale": false, "verifies_citations": true, "forks": 22, "open_issues": 7, "watchers": 383, "size_kb": 815, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 2, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 198, "repo": "SYSUSELab/academic-writing-guide", "stars": 383, "star_delta_1d": 0, "star_delta_7d": 3, "star_delta_30d": 3, "trend_score": 24.27, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": " 一些关于写论文的教程,防止犯一些低级错误", "language": "", "topics": [], "created_date": "2021-05-08", "last_push_date": "2025-04-01", "url": "https://github.com/SYSUSELab/academic-writing-guide", "homepage": "", "agents": [], "precision_signals": [ "academic", "admission:related", "missing_skill_signal", "readme_scope", "论文" ], "stale": false, "verifies_citations": false, "forks": 60, "open_issues": 0, "watchers": 383, "size_kb": 29903, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 199, "repo": "crunz-ailab/nativePDF-structurer", "stars": 382, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 46.59, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "一个面向大体量数字原生 PDF 的、零 OCR、零模型依赖的文档结构化工具。 ", "language": "Python", "topics": [], "created_date": "2026-08-21", "last_push_date": "2026-11-07", "url": "https://github.com/crunz-ailab/nativePDF-structurer", "homepage": "", "agents": [], "precision_signals": [ "admission:skill_candidate", "missing_academic_signal", "missing_skill_signal", "readme_scope", "学术", "论文" ], "stale": false, "verifies_citations": false, "forks": 5, "open_issues": 0, "watchers": 382, "size_kb": 1196, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "apache-2.0", "name": "Apache License 2.0", "spdx_id": "Apache-2.0" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-11-08", "first_seen_at": "2026-11-08T09:20:25Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 200, "repo": "Aperivue/medsci-skills", "stars": 376, "star_delta_1d": 1, "star_delta_7d": 14, "star_delta_30d": 14, "trend_score": 57.4, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "Agent Skills for medical research — literature search, reporting-guideline & citation checks, statistics, publication figures, submission. Works with Claude Code, Codex, Cursor & GitHub Copilot. Built by a physician-researcher, tested on real publications. MIT.", "language": "Python", "topics": [ "agent-skills", "biostatistics", "claude-code", "claude-skills", "clinical-research", "codex", "cursor", "diagnostic-accuracy", "irb-protocol", "literature-review", "manuscript", "medical-ai", "medical-research", "meta-analysis", "physician-researcher", "prisma", "pubmed", "radiology", "reporting-guidelines", "systematic-review" ], "created_date": "2026-04-06", "last_push_date": "2026-11-10", "url": "https://github.com/Aperivue/medsci-skills", "homepage": "https://aperivue.com/skills", "agents": [ "claude-code", "codex", "cursor" ], "precision_signals": [ "admission:skill_candidate", "agent skill", "citation", "literature", "manuscript", "readme_scope", "research", "review", "skill", "skills" ], "stale": false, "verifies_citations": false, "forks": 87, "open_issues": 4, "watchers": 376, "size_kb": 42414, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": true, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 63, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 201, "repo": "chtc66/academic-skills", "stars": 373, "star_delta_1d": 0, "star_delta_7d": 2, "star_delta_30d": 13, "trend_score": 22.98, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "Academic workflow skills for paper reading, survey writing, experiment summarization, rebuttal drafting, and weekly lab updates.", "language": "Python", "topics": [], "created_date": "2026-04-05", "last_push_date": "2026-04-05", "url": "https://github.com/chtc66/academic-skills", "homepage": "", "agents": [], "precision_signals": [ "academic", "experiment", "paper", "skill", "skills", "survey", "workflow" ], "stale": false, "verifies_citations": false, "forks": 27, "open_issues": 1, "watchers": 373, "size_kb": 36, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 8, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 202, "repo": "IMNMV/ClaudeR", "stars": 370, "star_delta_1d": 1, "star_delta_7d": 8, "star_delta_30d": 8, "trend_score": 49.37, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "Connect RStudio to Claude Code, Codex, Gemini, and other LLM agents via MCP. Multi-agent orchestration, automated manuscript auditing, and zero-config setup with uvx", "language": "Python", "topics": [ "agent", "ai", "claude", "cli", "codex", "data-science", "gemini", "mcp", "model-context-protocol", "r", "rstudio", "rstudio-addin" ], "created_date": "2025-03-18", "last_push_date": "2026-11-06", "url": "https://github.com/IMNMV/ClaudeR", "homepage": "", "agents": [ "claude-code", "codex", "gemini", "mcp" ], "precision_signals": [ "admission:skill_candidate", "claude code", "codex", "manuscript", "mcp", "readme_scope", "science" ], "stale": false, "verifies_citations": false, "forks": 40, "open_issues": 17, "watchers": 370, "size_kb": 1468, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:05:57Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 203, "repo": "duyunzhoudyz/dyz-med-paper-skills", "stars": 367, "star_delta_1d": 0, "star_delta_7d": 265, "star_delta_30d": 265, "trend_score": 368.0, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "医学论文写作与科研助手：面向中国医生和医学研究生的 32 个 Agent Skills，适用于 Claude Code、Codex，覆盖选题、PubMed 文献检索、中英写作、选刊投稿与审稿修回。Medical writing & research skills.", "language": "Python", "topics": [ "academic-writing", "agent-skills", "ai-agents", "biostatistics", "claude-code", "clinical-research", "codex", "literature-review", "manuscript", "medical-research", "medical-writing", "meta-analysis", "pubmed", "python", "research-workflow", "scientific-writing", "systematic-review", "translation" ], "created_date": "2026-11-01", "last_push_date": "2026-11-01", "url": "https://github.com/duyunzhoudyz/dyz-med-paper-skills", "homepage": "https://duyunzhoudyz.github.io/dyz-med-paper-skills/", "agents": [ "claude-code", "codex" ], "precision_signals": [ "academic", "admission:skill_candidate", "agent skill", "literature", "manuscript", "paper", "readme_scope", "research", "skill", "skills", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 3, "open_issues": 0, "watchers": 367, "size_kb": 4859, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 32, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-11-03", "first_seen_at": "2026-11-03T03:54:51Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 204, "repo": "RayXBuilds/Deep-Learning-Papers-Reading-Roadmap", "stars": 345, "star_delta_1d": 1, "star_delta_7d": 2, "star_delta_30d": 2, "trend_score": 42.21, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "深度学习论文阅读路线图", "language": "Python", "topics": [ "deep-learning", "deep-neural-networks", "deep-reinforcement-learning", "papers", "tensorflow" ], "created_date": "2018-02-09", "last_push_date": "2026-11-08", "url": "https://github.com/RayXBuilds/Deep-Learning-Papers-Reading-Roadmap", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "missing_skill_signal", "paper", "papers", "readme_scope", "论文" ], "stale": false, "verifies_citations": false, "forks": 92, "open_issues": 0, "watchers": 345, "size_kb": 341671, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 205, "repo": "OpenRaiser/PaperFit", "stars": 338, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 38.77, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "📄 [Skill] Vision-in-the-loop LaTeX typesetting agent — auto-compile, render, diagnose, and fix paper layouts", "language": "Python", "topics": [ "academic-paper", "agent", "automation", "claude-code", "codex", "cursor", "latex", "layout", "paper-writing", "pdf", "typesetting", "vision" ], "created_date": "2026-03-09", "last_push_date": "2026-11-03", "url": "https://github.com/OpenRaiser/PaperFit", "homepage": "https://openraiser.github.io/PaperFit/", "agents": [ "claude-code", "codex", "cursor" ], "precision_signals": [ "academic", "admission:skill_candidate", "codex", "cursor", "latex", "paper", "readme_scope", "skill", "学术", "论文" ], "stale": false, "verifies_citations": false, "forks": 20, "open_issues": 2, "watchers": 338, "size_kb": 100617, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 10, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-11-04", "first_seen_at": "2026-11-04T06:53:33Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 206, "repo": "lzh-phd/topic-feasibility-screener", "stars": 335, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 23.48, "trend": { "id": "steady", "zh": "稳定", "en": "Steady" }, "category": { "id": "discipline-specific", "zh": "学科专项", "en": "Discipline Specific" }, "description": "有大致的想法不知道怎么选题？只要给这个skills扔点数据，他能自动帮你延伸出多个idea，检索文献，并帮你跑初步回归验证实证可行性和理论可行性，最后打分排名，让你的科研第一步不再难堪！", "language": "Python", "topics": [], "created_date": "2026-07-02", "last_push_date": "2026-07-04", "url": "https://github.com/lzh-phd/topic-feasibility-screener", "homepage": "", "agents": [], "precision_signals": [ "phd", "skill", "skills", "文献", "科研" ], "stale": true, "verifies_citations": false, "forks": 2, "open_issues": 4, "watchers": 335, "size_kb": 67, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 207, "repo": "zheng95z/teach-yourself-research", "stars": 335, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 2, "trend_score": 20.21, "trend": { "id": "steady", "zh": "稳定", "en": "Steady" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "This repo is expected to help you develop basic research skills, including technical writing, paper reading, presentation, note-taking, etc.", "language": "", "topics": [ "research" ], "created_date": "2021-05-25", "last_push_date": "2024-04-30", "url": "https://github.com/zheng95z/teach-yourself-research", "homepage": "", "agents": [], "precision_signals": [ "paper", "research", "skill", "skills" ], "stale": true, "verifies_citations": false, "forks": 12, "open_issues": 0, "watchers": 335, "size_kb": 52, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "cc0-1.0", "name": "Creative Commons Zero v1.0 Universal", "spdx_id": "CC0-1.0" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 208, "repo": "gulucaptain/Best-Paper-Writing-Skill", "stars": 333, "star_delta_1d": 8, "star_delta_7d": 150, "star_delta_30d": 150, "trend_score": 228.57, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "[Writing] Claude / Codex skill for drafting abstracts, introductions, methods and experiments in the style of CVPR/ICCV/NeurIPS best papers, distilled from 60 award-winning papers.", "language": "TeX", "topics": [ "academic-writing", "agent-skills", "claude-skills", "codex", "cvpr", "eccv", "iccv", "iclr", "icml", "nips", "paper-writing" ], "created_date": "2026-10-28", "last_push_date": "2026-10-29", "url": "https://github.com/gulucaptain/Best-Paper-Writing-Skill", "homepage": "", "agents": [ "codex" ], "precision_signals": [ "academic", "admission:skill_candidate", "codex", "experiment", "paper", "papers", "readme_scope", "skill", "skills", "论文" ], "stale": false, "verifies_citations": false, "forks": 19, "open_issues": 1, "watchers": 333, "size_kb": 19673, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-11-01", "first_seen_at": "2026-11-01T09:32:53Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 209, "repo": "LMDHQ-0420/ResearchPilot-Skills", "stars": 332, "star_delta_1d": 0, "star_delta_7d": 3, "star_delta_30d": 23, "trend_score": 42.05, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "Automated Academic Research Workflow Skill. From direction exploration, literature review, and idea development to experiment design, code implementation, and paper writing.", "language": "Batchfile", "topics": [], "created_date": "2026-06-04", "last_push_date": "2026-10-27", "url": "https://github.com/LMDHQ-0420/ResearchPilot-Skills", "homepage": "", "agents": [], "precision_signals": [ "academic", "literature", "paper", "research", "skill", "skills", "workflow" ], "stale": false, "verifies_citations": false, "forks": 6, "open_issues": 0, "watchers": 332, "size_kb": 2449, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": true, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 49, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 210, "repo": "skyming/awesome-ai-agent", "stars": 329, "star_delta_1d": 0, "star_delta_7d": 4, "star_delta_30d": 4, "trend_score": 44.01, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "AI Agent 资源汇总，不限于基础概念、Harness 实践、RAG、测评基准、感知记忆、开源项目推荐、核心论文、开源项目等", "language": "", "topics": [], "created_date": "2025-03-24", "last_push_date": "2026-11-06", "url": "https://github.com/skyming/awesome-ai-agent", "homepage": "", "agents": [], "precision_signals": [ "admission:skill_candidate", "missing_skill_signal", "readme_scope", "论文" ], "stale": false, "verifies_citations": false, "forks": 60, "open_issues": 4, "watchers": 329, "size_kb": 594, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 211, "repo": "yipng05-max/-skills", "stars": 324, "star_delta_1d": 0, "star_delta_7d": 2, "star_delta_30d": 17, "trend_score": 22.5, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "由学术志联合创始人一平博士创立。涵盖学术科研各场景包括选题、文献综述、研究设计、数据收集、数据分析、期刊论文写作、博士论文写作、学术阅读等的高质量skills", "language": "Python", "topics": [], "created_date": "2026-02-07", "last_push_date": "2026-04-15", "url": "https://github.com/yipng05-max/-skills", "homepage": "", "agents": [], "precision_signals": [ "skill", "skills", "学术", "文献", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 25, "open_issues": 1, "watchers": 324, "size_kb": 1572, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 37, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 212, "repo": "summarizepaper/summarizepaper", "stars": 317, "star_delta_1d": 0, "star_delta_7d": 5, "star_delta_30d": 5, "trend_score": 45.9, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "AI tools for researchers: summaries and a chat that answer from the full text of papers (arXiv, bioRxiv, medRxiv, journals), collections with sourced comparison tables, daily digest, saved searches, rising topics, weekly letters, scoop watch, citation alerts, press kits, literature reviews and journal club slides.", "language": "Python", "topics": [ "academic-research", "ai", "arxiv-api", "biorxiv", "chatbot", "citation-analysis", "django-channels", "django-project", "literature-review", "llms", "openai-api", "openalex", "paper-summarization", "python3", "rag", "research-papers", "research-tools", "science-communication", "scientific-research", "summarization-tool" ], "created_date": "2023-03-16", "last_push_date": "2026-11-09", "url": "https://github.com/summarizepaper/summarizepaper", "homepage": "https://www.summarizepaper.com", "agents": [], "precision_signals": [ "academic", "admission:related", "literature review", "missing_skill_signal", "paper", "papers", "readme_scope", "research", "thesis" ], "stale": false, "verifies_citations": false, "forks": 45, "open_issues": 3, "watchers": 317, "size_kb": 110788, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T17:00:50Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 213, "repo": "ymx10086/ResearchClaw", "stars": 314, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 19.99, "trend": { "id": "steady", "zh": "稳定", "en": "Steady" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "ResearchClaw is a personal AI assistant built for research: fast to set up, easy to run locally or in the cloud, and ready to integrate with the chat apps you already use. With extensible skills, it helps you streamline literature review, note-taking, experiment tracking, and paper writing—end to end.", "language": "Python", "topics": [ "agent", "copaw", "openclaw", "personal", "research", "tools" ], "created_date": "2026-03-03", "last_push_date": "2026-04-04", "url": "https://github.com/ymx10086/ResearchClaw", "homepage": "https://ymx10086.github.io/ResearchClaw/", "agents": [], "precision_signals": [ "admission:skill_candidate", "assistant", "literature", "literature discovery", "paper", "readme_scope", "research", "research workflow", "review", "skill", "skills", "thesis" ], "stale": true, "verifies_citations": false, "forks": 35, "open_issues": 12, "watchers": 314, "size_kb": 9186, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 18, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 214, "repo": "wentorai/research-plugins", "stars": 313, "star_delta_1d": 0, "star_delta_7d": 4, "star_delta_30d": 15, "trend_score": 24.78, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "350+ academic research skills, MCP configs, and plugins for Research-Claw and AI agents", "language": "TypeScript", "topics": [], "created_date": "2026-03-09", "last_push_date": "2026-06-19", "url": "https://github.com/wentorai/research-plugins", "homepage": "", "agents": [ "mcp" ], "precision_signals": [ "academic", "mcp", "research", "skill", "skills" ], "stale": false, "verifies_citations": false, "forks": 42, "open_issues": 0, "watchers": 313, "size_kb": 6252, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 473, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 215, "repo": "quacat748-droid/graduation-thesis-ai", "stars": 305, "star_delta_1d": 3, "star_delta_7d": 3, "star_delta_30d": 3, "trend_score": 53.36, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "🔥🔥🔥毕业论文AI助手, AI毕业论文, 毕业论文写作, 开题报告, 文献综述, AI论文生成, 降AIGC率, 降重查重, 格式排版, 答辩PPT", "language": "", "topics": [ "academic-writing", "ai-paper", "aigc", "chatgpt", "deepseek", "graduation-thesis", "paper-writing", "thesis" ], "created_date": "2026-11-03", "last_push_date": "2026-11-03", "url": "https://github.com/quacat748-droid/graduation-thesis-ai", "homepage": "https://www.wenfeiai.com", "agents": [], "precision_signals": [ "academic", "admission:related", "missing_skill_signal", "paper", "readme_scope", "thesis", "学术", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 6, "open_issues": 0, "watchers": 305, "size_kb": 8293, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-11-05", "first_seen_at": "2026-11-05T09:48:29Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 216, "repo": "1195343015/nwputhesis", "stars": 305, "star_delta_1d": 1, "star_delta_7d": 5, "star_delta_30d": 5, "trend_score": 37.62, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "西北工业大学本科毕业设计/硕士博士学位论文 LaTeX 模板 （2026）", "language": "TeX", "topics": [ "latex", "npu", "nwpu", "thesis" ], "created_date": "2026-03-12", "last_push_date": "2026-10-04", "url": "https://github.com/1195343015/nwputhesis", "homepage": "", "agents": [], "precision_signals": [ "admission:skill_candidate", "latex", "missing_skill_signal", "phd", "readme_scope", "thesis", "论文" ], "stale": false, "verifies_citations": false, "forks": 86, "open_issues": 1, "watchers": 305, "size_kb": 4156, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": true, "license": { "key": "gpl-3.0", "name": "GNU General Public License v3.0", "spdx_id": "GPL-3.0" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:17:18Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 217, "repo": "hrdZhu/modelviz-skill", "stars": 295, "star_delta_1d": 0, "star_delta_7d": 2, "star_delta_30d": 9, "trend_score": 26.25, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "experiment-reproducibility", "zh": "实验复现", "en": "Experiments" }, "description": "AI科研skill可视化绘图：ModelViz 是一个面向建模与科研写作场景的可视化 Skill。项目内置上百个覆盖多种建模场景的高质量科研绘图模板，将不同功能的图表按统一类别和编号管理，并确保模板源码可独立运行、稳定输出图片。后续系统将通过结构化模板信息、数据特征分析与检索规则，根据用户上传的数据和自然语言需求，推荐适合的图表类型、字段映射与配色方案，再调用对应模板生成可复现的 PNG、SVG 或 PDF 图像。项目重点解决通用大模型直接生成绘图代码时风格不统一、运行不稳定、参数难复用等问题，强调模板驱动、配置清晰、结果可复现和科研表达规范。", "language": "Python", "topics": [ "claude-code", "codex", "data-visualization", "mathematical-modeling", "scientific-visualization", "skill" ], "created_date": "2026-07-14", "last_push_date": "2026-07-19", "url": "https://github.com/hrdZhu/modelviz-skill", "homepage": "", "agents": [ "claude-code", "codex" ], "precision_signals": [ "codex", "scientific", "skill", "复现", "科研" ], "stale": false, "verifies_citations": false, "forks": 6, "open_issues": 0, "watchers": 295, "size_kb": 166599, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": true, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 218, "repo": "N-allpass/modex-mh-agent", "stars": 293, "star_delta_1d": 0, "star_delta_7d": 3, "star_delta_30d": 3, "trend_score": 29.89, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "Modex · MH Agent — AI 全自动数学建模智能体,兼顾科研全流程:从赛题到竞赛级论文一夜跑完,国赛/美赛/华为杯全覆盖(架构展示)", "language": "", "topics": [], "created_date": "2026-08-14", "last_push_date": "2026-08-14", "url": "https://github.com/N-allpass/modex-mh-agent", "homepage": "", "agents": [], "precision_signals": [ "admission:skill_candidate", "missing_skill_signal", "readme_scope", "thesis", "学术", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 0, "open_issues": 0, "watchers": 293, "size_kb": 370, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:17:18Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 219, "repo": "cpt13-g/clarify-research-idea", "stars": 289, "star_delta_1d": 0, "star_delta_7d": 8, "star_delta_30d": 45, "trend_score": 34.18, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Turn vague research directions into falsifiable, evidence-grounded Research Idea Briefs with a six-stage Codex workflow.", "language": "", "topics": [ "academic-research", "ai-research", "codex", "codex-skills", "research-idea", "research-workflow", "scientific-method" ], "created_date": "2026-07-26", "last_push_date": "2026-07-26", "url": "https://github.com/cpt13-g/clarify-research-idea", "homepage": "", "agents": [ "codex" ], "precision_signals": [ "academic", "codex", "research", "scientific", "skill", "skills" ], "stale": false, "verifies_citations": false, "forks": 7, "open_issues": 0, "watchers": 289, "size_kb": 1668, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 220, "repo": "maxwell2732/codex-stata-for-economists", "stars": 287, "star_delta_1d": 0, "star_delta_7d": 9, "star_delta_30d": 30, "trend_score": 30.48, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "A Codex Stata pipeline for Economists by 朱晨 | 遗传社科研究", "language": "Stata", "topics": [], "created_date": "2026-04-29", "last_push_date": "2026-06-02", "url": "https://github.com/maxwell2732/codex-stata-for-economists", "homepage": "", "agents": [ "codex" ], "precision_signals": [ "codex", "pipeline", "科研" ], "stale": false, "verifies_citations": false, "forks": 463, "open_issues": 1, "watchers": 287, "size_kb": 7073, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 19, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 221, "repo": "jarrycyx/openlens-ai", "stars": 284, "star_delta_1d": 0, "star_delta_7d": 1, "star_delta_30d": 1, "trend_score": 27.05, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "OpenLens AI: A Fully Autonomous Multimodal Research Agent｜ OpenLens AI：全自主多模态科研智能体", "language": "Python", "topics": [ "agent", "llms", "medical-ai" ], "created_date": "2025-08-21", "last_push_date": "2026-09-09", "url": "https://github.com/jarrycyx/openlens-ai", "homepage": "https://openlens.icu/", "agents": [], "precision_signals": [ "admission:related", "missing_skill_signal", "paper writing", "readme_scope", "research", "research paper", "research papers", "科研" ], "stale": false, "verifies_citations": false, "forks": 28, "open_issues": 5, "watchers": 284, "size_kb": 15142, "default_branch": "release", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:17:18Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 222, "repo": "Fchaubard/autoresearcherUI", "stars": 281, "star_delta_1d": 0, "star_delta_7d": 1, "star_delta_30d": 1, "trend_score": 39.42, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "Autoresearcher + wandb + datadog + overleaf + claude code. All local, all free. Boot a node, git clone, fill the form, let it rip.", "language": "Python", "topics": [], "created_date": "2026-05-28", "last_push_date": "2026-10-30", "url": "https://github.com/Fchaubard/autoresearcherUI", "homepage": "", "agents": [ "claude-code" ], "precision_signals": [ "admission:skill_candidate", "claude code", "literature review", "missing_strong_academic_signal", "readme_scope", "research" ], "stale": false, "verifies_citations": false, "forks": 33, "open_issues": 0, "watchers": 281, "size_kb": 12190, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-11-01", "first_seen_at": "2026-11-01T09:32:53Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 223, "repo": "zouchenzhen/thesis-defense-pptx-skill", "stars": 280, "star_delta_1d": 1, "star_delta_7d": 0, "star_delta_30d": 13, "trend_score": 40.54, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "Codex / Claude Skill for editable thesis-defense PPTX from PDF or LaTeX while preserving a PowerPoint template. 从论文 PDF / LaTeX 生成可编辑答辩 PPTX，并保留指定 PPT 模板风格。", "language": "Python", "topics": [ "agent-skill", "chinese", "claude-skill", "codex-skill", "latex", "office-automation", "pdf", "powerpoint", "pptx", "presentation", "python-pptx", "template-matching", "thesis-defense" ], "created_date": "2026-04-30", "last_push_date": "2026-11-09", "url": "https://github.com/zouchenzhen/thesis-defense-pptx-skill", "homepage": "", "agents": [ "codex" ], "precision_signals": [ "codex", "latex", "skill", "thesis", "论文" ], "stale": false, "verifies_citations": false, "forks": 19, "open_issues": 1, "watchers": 280, "size_kb": 3629, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "apache-2.0", "name": "Apache License 2.0", "spdx_id": "Apache-2.0" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 224, "repo": "jihe520/sci-box", "stars": 277, "star_delta_1d": 1, "star_delta_7d": 5, "star_delta_30d": 28, "trend_score": 29.86, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "sci-box 提供一组可直接调用的科研绘图复刻模板，帮助 Agent 快速生成高质量图表。sci-box provides a set of directly callable scientific drawing replication templates to help Agents quickly generate high-quality charts.", "language": "Python", "topics": [ "rearch", "science", "skills" ], "created_date": "2026-07-01", "last_push_date": "2026-08-17", "url": "https://github.com/jihe520/sci-box", "homepage": "", "agents": [], "precision_signals": [ "science", "scientific", "skill", "skills", "科研" ], "stale": false, "verifies_citations": false, "forks": 18, "open_issues": 0, "watchers": 277, "size_kb": 15200, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 2, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 225, "repo": "yunshenwuchuxun/latex-paper-skills", "stars": 275, "star_delta_1d": 0, "star_delta_7d": 3, "star_delta_30d": 3, "trend_score": 37.14, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "A modular skill-based framework for writing, revising, and managing LaTeX academic papers with AI assistance.", "language": "TeX", "topics": [], "created_date": "2026-03-18", "last_push_date": "2026-10-14", "url": "https://github.com/yunshenwuchuxun/latex-paper-skills", "homepage": "", "agents": [], "precision_signals": [ "academic", "admission:skill_candidate", "latex", "literature search", "paper", "papers", "readme_scope", "skill", "skills" ], "stale": false, "verifies_citations": false, "forks": 23, "open_issues": 0, "watchers": 275, "size_kb": 3113, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 9, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 226, "repo": "FeijiangHan/CSU-CS-review-materials", "stars": 271, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 38.93, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "discipline-specific", "zh": "学科专项", "en": "Discipline Specific" }, "description": "CSU - CS期末备考复习资料；中南大学计科&计算机复习; Review material; Central South University", "language": "HTML", "topics": [ "central-south-university", "computer-science-education", "csu", "final-exam" ], "created_date": "2023-09-10", "last_push_date": "2026-11-07", "url": "https://github.com/FeijiangHan/CSU-CS-review-materials", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "missing_high_confidence_academic_signal", "missing_skill_signal", "readme_scope", "review", "science", "学术", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 22, "open_issues": 0, "watchers": 271, "size_kb": 871145, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-11-09", "first_seen_at": "2026-11-09T10:05:07Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 227, "repo": "Haimbeau1o/thesis-optimizer", "stars": 270, "star_delta_1d": 0, "star_delta_7d": 2, "star_delta_30d": 2, "trend_score": 21.86, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "学术论文智能优化系统 - 三维协同优化：降AI检测率、降查重率、学术润色提升 | Intelligent thesis optimization system for AI detection reduction, plagiarism reduction, and academic polishing", "language": "", "topics": [], "created_date": "2026-02-04", "last_push_date": "2026-04-27", "url": "https://github.com/Haimbeau1o/thesis-optimizer", "homepage": "", "agents": [], "precision_signals": [ "academic", "admission:skill_candidate", "missing_skill_signal", "readme_scope", "thesis", "学术", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 15, "open_issues": 2, "watchers": 270, "size_kb": 2203, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:17:18Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 228, "repo": "ai4s-research/ai4s-skills", "stars": 268, "star_delta_1d": 0, "star_delta_7d": 5, "star_delta_30d": 5, "trend_score": 28.39, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Open-source agent skills for AI for Science: topic exploration, literature survey, experiments, paper writing, and integrity audit — driven by any coding agent.", "language": "Python", "topics": [ "agent-skills", "ai-agent", "ai-for-science", "ai-scientist", "ai4s", "claude-code", "claude-skills", "literature-review", "open-science", "opencode", "paper-writing", "reproducible-research", "research-tools", "scientific-research" ], "created_date": "2026-06-27", "last_push_date": "2026-07-28", "url": "https://github.com/ai4s-research/ai4s-skills", "homepage": "", "agents": [ "claude-code", "opencode" ], "precision_signals": [ "admission:skill_candidate", "agent skill", "literature", "paper", "readme_scope", "research", "research paper", "skill", "skills", "survey" ], "stale": false, "verifies_citations": false, "forks": 25, "open_issues": 0, "watchers": 268, "size_kb": 3367, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 7, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:17:18Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 229, "repo": "THESIS-AGENT/thesis-agent-demo", "stars": 265, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 19.4, "trend": { "id": "steady", "zh": "稳定", "en": "Steady" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "一个基于多个大语言模型的智能学术范文写作系统，能够根据输入的开题报告或研究设计文档，自动生成包含引用的学术范文的各章节内容。", "language": "Python", "topics": [], "created_date": "2025-06-10", "last_push_date": "2025-07-14", "url": "https://github.com/THESIS-AGENT/thesis-agent-demo", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "missing_skill_signal", "paper writing", "readme_scope", "thesis", "学术", "引用", "论文" ], "stale": true, "verifies_citations": false, "forks": 51, "open_issues": 1, "watchers": 265, "size_kb": 51, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 230, "repo": "GAI4SE/LLM4SE", "stars": 261, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 19.35, "trend": { "id": "steady", "zh": "稳定", "en": "Steady" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "Large Language Models for Software Engineering", "language": "Python", "topics": [], "created_date": "2023-04-24", "last_push_date": "2025-07-24", "url": "https://github.com/GAI4SE/LLM4SE", "homepage": "", "agents": [], "precision_signals": [ "admission:skill_candidate", "literature search", "missing_academic_signal", "missing_skill_signal", "readme_scope" ], "stale": true, "verifies_citations": false, "forks": 23, "open_issues": 2, "watchers": 261, "size_kb": 14234, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-11-02", "first_seen_at": "2026-11-02T09:50:45Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 231, "repo": "Dictation354/paper-fetch-skill", "stars": 259, "star_delta_1d": 0, "star_delta_7d": 8, "star_delta_30d": 8, "trend_score": 48.68, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "Fetch papers as agent-ready markdown — DOI/URL/title in, structured full text out. CLI · MCP · Skill.", "language": "Python", "topics": [], "created_date": "2026-04-10", "last_push_date": "2026-11-09", "url": "https://github.com/Dictation354/paper-fetch-skill", "homepage": "", "agents": [ "mcp" ], "precision_signals": [ "admission:skill_candidate", "doi", "mcp", "missing_high_confidence_academic_signal", "paper", "papers", "readme_scope", "skill", "学术", "论文" ], "stale": false, "verifies_citations": false, "forks": 30, "open_issues": 2, "watchers": 259, "size_kb": 626939, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-31", "first_seen_at": "2026-10-31T03:03:15Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 232, "repo": "toddmaustin/research-prompts", "stars": 259, "star_delta_1d": 0, "star_delta_7d": 3, "star_delta_30d": 3, "trend_score": 37.17, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "AI prompts for accelerating the research workflow.", "language": "", "topics": [], "created_date": "2026-02-15", "last_push_date": "2026-10-15", "url": "https://github.com/toddmaustin/research-prompts", "homepage": "", "agents": [], "precision_signals": [ "admission:skill_candidate", "missing_strong_academic_signal", "readme_scope", "research", "research paper", "research papers", "research workflow", "workflow" ], "stale": false, "verifies_citations": false, "forks": 40, "open_issues": 0, "watchers": 259, "size_kb": 685, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "apache-2.0", "name": "Apache License 2.0", "spdx_id": "Apache-2.0" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 233, "repo": "0Antique/Auto-Visio-Helper", "stars": 258, "star_delta_1d": 0, "star_delta_7d": 3, "star_delta_30d": 14, "trend_score": 24.36, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "experiment-reproducibility", "zh": "实验复现", "en": "Experiments" }, "description": "用于帮助Codex操作本地Visio生成可编辑科研绘图的skill，支持自然语言转图、图片复现、JVSDX 生成和预览导出。欢迎大家使用~~", "language": "Python", "topics": [], "created_date": "2026-06-05", "last_push_date": "2026-06-05", "url": "https://github.com/0Antique/Auto-Visio-Helper", "homepage": "", "agents": [ "codex" ], "precision_signals": [ "codex", "skill", "复现", "科研" ], "stale": false, "verifies_citations": false, "forks": 9, "open_issues": 0, "watchers": 258, "size_kb": 6985, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 234, "repo": "dream-rec/dreampaper", "stars": 255, "star_delta_1d": 0, "star_delta_7d": 1, "star_delta_30d": 1, "trend_score": 38.12, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "高质量科研论文插图与演示文稿制作Agent", "language": "Rust", "topics": [], "created_date": "2026-07-29", "last_push_date": "2026-10-08", "url": "https://github.com/dream-rec/dreampaper", "homepage": "", "agents": [], "precision_signals": [ "admission:skill_candidate", "missing_skill_signal", "paper", "readme_scope", "学术", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 24, "open_issues": 0, "watchers": 255, "size_kb": 100771, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:17:18Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 235, "repo": "Deepshare-Official/CCF-Figure", "stars": 253, "star_delta_1d": 0, "star_delta_7d": 7, "star_delta_30d": 7, "trend_score": 29.76, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "CCF-Figure —— 为 AI / 计算机科学论文自动生成顶会级科研配图的智能助手。", "language": "", "topics": [], "created_date": "2026-06-15", "last_push_date": "2026-06-15", "url": "https://github.com/Deepshare-Official/CCF-Figure", "homepage": "", "agents": [], "precision_signals": [ "admission:skill_candidate", "missing_skill_signal", "readme_scope", "research paper", "research papers", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 10, "open_issues": 0, "watchers": 253, "size_kb": 43, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:17:18Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 236, "repo": "brycewang-stanford/Auto-Research-Skills", "stars": 251, "star_delta_1d": 2, "star_delta_7d": 13, "star_delta_30d": 54, "trend_score": 55.52, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "A curated hub of autonomous-research skills & agents — from idea to paper, on autopilot. | 自主科研技能与智能体精选库 —— 从灵感到论文全文，全程自动完成。", "language": "Python", "topics": [ "academic-research", "agent-skills", "ai-agents", "ai-scientist", "anthropic", "auto-research", "autonomous-agents", "awesome-list", "causal-inference", "claude", "claude-code", "data-analysis", "deep-research", "literature-review", "llm-agents", "machine-learning", "paper-writing", "reproducible-research", "research-automation", "scientific-computing" ], "created_date": "2026-05-27", "last_push_date": "2026-11-09", "url": "https://github.com/brycewang-stanford/Auto-Research-Skills", "homepage": "", "agents": [ "claude-code" ], "precision_signals": [ "academic", "literature", "paper", "research", "skill", "skills" ], "stale": false, "verifies_citations": false, "forks": 20, "open_issues": 0, "watchers": 251, "size_kb": 17032, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "cc0-1.0", "name": "Creative Commons Zero v1.0 Universal", "spdx_id": "CC0-1.0" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 237, "repo": "liwg1995/YuduBid", "stars": 250, "star_delta_1d": 0, "star_delta_7d": 2, "star_delta_30d": 2, "trend_score": 42.91, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "自动编写技术标书、公文、软著、专利、项目管理、课题申报、引导论文编写", "language": "JavaScript", "topics": [], "created_date": "2026-06-04", "last_push_date": "2026-11-10", "url": "https://github.com/liwg1995/YuduBid", "homepage": "https://bid.olei.me", "agents": [], "precision_signals": [ "admission:related", "missing_skill_signal", "readme_scope", "文献综述", "科研", "论文", "课题" ], "stale": false, "verifies_citations": false, "forks": 7, "open_issues": 1, "watchers": 250, "size_kb": 90291, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "agpl-3.0", "name": "GNU Affero General Public License v3.0", "spdx_id": "AGPL-3.0" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:17:18Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 238, "repo": "SNL-UCSB/paper-writing-skill", "stars": 249, "star_delta_1d": 0, "star_delta_7d": 1, "star_delta_30d": 15, "trend_score": 39.42, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "A Claude Code skill that encodes battle-tested editorial principles, section-specific rhetorical moves, and a structured writing pipeline for research papers. Brainstorm → Draft 0 → Evaluate → Write → Compress.", "language": "Shell", "topics": [ "academic-writing", "claude-code", "paper-writing", "phd", "research" ], "created_date": "2026-03-25", "last_push_date": "2026-11-06", "url": "https://github.com/SNL-UCSB/paper-writing-skill", "homepage": "https://sites.cs.ucsb.edu/~arpitgupta/", "agents": [ "claude-code" ], "precision_signals": [ "academic", "claude code", "paper", "papers", "pipeline", "research", "skill" ], "stale": false, "verifies_citations": false, "forks": 17, "open_issues": 2, "watchers": 249, "size_kb": 241, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 239, "repo": "Haojae/scipilot-writing-skill", "stars": 242, "star_delta_1d": 0, "star_delta_7d": 2, "star_delta_30d": 14, "trend_score": 23.6, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "SciPilot family: academic writing and polishing co-pilot, with a machine-checked writing-quality evidence chain (AI-tell linter + reviewer self-check loop).", "language": "Python", "topics": [], "created_date": "2026-06-15", "last_push_date": "2026-06-15", "url": "https://github.com/Haojae/scipilot-writing-skill", "homepage": "", "agents": [], "precision_signals": [ "academic", "review", "skill" ], "stale": false, "verifies_citations": false, "forks": 18, "open_issues": 0, "watchers": 242, "size_kb": 59, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 240, "repo": "YCC-Lover/research-starter-skills", "stars": 237, "star_delta_1d": 0, "star_delta_7d": 136, "star_delta_30d": 136, "trend_score": 209.55, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "面向科研新手的 Codex 科研协作技能集：选题、文献检索与阅读、论文写作、自然润色、审稿返修和可编辑学术汇报。结合 Research-Starter-Kit 原创教程，用 1 个总入口与 6 个专业模块推进研究。 Research training, writing & editable presentations for Codex.", "language": "Python", "topics": [ "academic-presentations", "academic-research", "academic-writing", "agent-skills", "codex", "codex-skills", "graduate-research", "literature-review", "paper-writing", "powerpoint", "reproducible-research", "research-assistant", "research-skills", "research-starter-kit", "research-training", "research-workflow", "scientific-workflow", "scientific-writing", "systematic-review", "thesis-writing" ], "created_date": "2026-10-05", "last_push_date": "2026-10-31", "url": "https://github.com/YCC-Lover/research-starter-skills", "homepage": "https://github.com/YCC-Lover/research-starter-skills/blob/main/docs/README.md", "agents": [ "codex" ], "precision_signals": [ "academic", "admission:skill_candidate", "codex", "literature", "paper", "readme_scope", "research", "research starter", "skill", "skills", "学术", "科研" ], "stale": false, "verifies_citations": false, "forks": 0, "open_issues": 0, "watchers": 237, "size_kb": 27252, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 7, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-11-03", "first_seen_at": "2026-11-03T09:53:13Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 241, "repo": "Algorineko/AgenticArXiv-RL", "stars": 236, "star_delta_1d": 0, "star_delta_7d": 5, "star_delta_30d": 5, "trend_score": 45.25, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "Staged SFT→DPO→GRPO/OPD reinforcement learning pipeline for training a ReAct tool-use agent on arXiv paper retrieval tasks, with a deterministic snapshot-replay environment.", "language": "Python", "topics": [], "created_date": "2026-06-21", "last_push_date": "2026-10-31", "url": "https://github.com/Algorineko/AgenticArXiv-RL", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "arxiv", "missing_high_confidence_academic_signal", "paper", "pipeline", "readme_scope", "retrieval", "论文" ], "stale": false, "verifies_citations": false, "forks": 85, "open_issues": 2, "watchers": 236, "size_kb": 10448, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T08:55:06Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 242, "repo": "andrehuang/academic-writing-agents", "stars": 235, "star_delta_1d": 0, "star_delta_7d": 1, "star_delta_30d": 1, "trend_score": 20.18, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Claude Code plugin: multi-agent orchestrator with 10 specialist agents for academic writing review, research, drafting, and polishing", "language": "", "topics": [], "created_date": "2026-03-26", "last_push_date": "2026-05-11", "url": "https://github.com/andrehuang/academic-writing-agents", "homepage": "", "agents": [ "claude-code" ], "precision_signals": [ "academic", "admission:skill_candidate", "claude code", "paper writing", "peer review", "plugin", "readme_scope", "research", "review" ], "stale": false, "verifies_citations": false, "forks": 22, "open_issues": 1, "watchers": 235, "size_kb": 93, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:17:18Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 243, "repo": "franklee16/academic-research-skills", "stars": 234, "star_delta_1d": 0, "star_delta_7d": 2, "star_delta_30d": 2, "trend_score": 29.61, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Comprehensive collection of Claude Code skills for academic research in economics, finance, and social sciences", "language": "Stata", "topics": [], "created_date": "2026-04-19", "last_push_date": "2026-09-18", "url": "https://github.com/franklee16/academic-research-skills", "homepage": "", "agents": [ "claude-code" ], "precision_signals": [ "academic", "admission:skill_candidate", "claude code", "literature review", "paper writing", "readme_scope", "research", "science", "skill", "skills" ], "stale": false, "verifies_citations": false, "forks": 36, "open_issues": 1, "watchers": 234, "size_kb": 133683, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 2135, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:17:18Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 244, "repo": "stephenlzc/AI-Powered-Literature-Review-Skills", "stars": 233, "star_delta_1d": 2, "star_delta_7d": 11, "star_delta_30d": 56, "trend_score": 37.98, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "literature-review", "zh": "文献综述", "en": "Literature Review" }, "description": "AI驱动的系统性学术文献回顾工具 | AI-Powered Literature Survey Tool with 8-Phase Workflow & Agent Swarm Architecture", "language": "Python", "topics": [ "academic-papers", "academic-research", "ai-agent", "bibliography", "citation", "kimi-skill", "literature-review", "python", "research-tools" ], "created_date": "2026-03-05", "last_push_date": "2026-09-07", "url": "https://github.com/stephenlzc/AI-Powered-Literature-Review-Skills", "homepage": "", "agents": [], "precision_signals": [ "academic", "paper", "papers", "research", "skill", "skills", "workflow" ], "stale": false, "verifies_citations": false, "forks": 27, "open_issues": 0, "watchers": 233, "size_kb": 449, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "pending", "metadata_checked_at": "2026-11-04T06:43:54Z", "pending_reason": "http_404", "previous_names": [], "rank": 245, "repo": "GuoZheng-de-BaBa/nursing-research-skills", "stars": 231, "star_delta_1d": 0, "star_delta_7d": 54, "star_delta_30d": 54, "trend_score": 113.06, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "护研搭子｜18个开源护理科研AI技能，覆盖检索、设计、数据、统计、写作与图表；新增队列研究和RCT流程、模板及合成示例。", "language": "Python", "topics": [ "agent-skills", "codex", "cross-sectional-study", "evidence-based-practice", "literature-review", "nursing", "nursing-research", "python", "research-integrity", "scientific-visualization", "scientific-writing", "svg", "systematic-review" ], "created_date": "2026-10-30", "last_push_date": "2026-11-01", "url": "https://github.com/GuoZheng-de-BaBa/nursing-research-skills", "homepage": "", "agents": [ "codex" ], "precision_signals": [ "academic", "admission:skill_candidate", "codex", "literature", "manuscript", "readme_scope", "research", "review", "scientific", "skill", "skills", "科研" ], "stale": false, "verifies_citations": false, "forks": 4, "open_issues": 0, "watchers": 231, "size_kb": 681, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": null, "skills_count_complete": false, "repository_kind": "unknown", "first_seen_date": "2026-11-02", "first_seen_at": "2026-11-02T03:20:20Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 246, "repo": "AfrozSaqlain/Papr", "stars": 229, "star_delta_1d": 0, "star_delta_7d": 12, "star_delta_30d": 12, "trend_score": 57.07, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "Papr is a fast terminal-based workspace written in Rust. Get daily new papers in your feed from your field of research, search, discover, and download papers directly from arXiv. Organize your library, manage reading queues, take notes, track stats to keep your research organized and create latex/typst projects; all without leaving your terminal.", "language": "Rust", "topics": [], "created_date": "2026-07-12", "last_push_date": "2026-11-09", "url": "https://github.com/AfrozSaqlain/Papr", "homepage": "https://saqlain-afroz.vercel.app/about", "agents": [], "precision_signals": [ "academic", "admission:related", "arxiv", "manuscript", "missing_skill_signal", "paper", "papers", "readme_scope", "research", "research paper" ], "stale": false, "verifies_citations": false, "forks": 12, "open_issues": 1, "watchers": 229, "size_kb": 161529, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T08:55:06Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 247, "repo": "O0000-code/paper-search-pro", "stars": 229, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 38.02, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Academic literature discovery as a Skill — Claude Code · Codex · any agent that loads SKILL.md. Five sources · four tiers · single-file Shadcn report.", "language": "HTML", "topics": [ "academic-research", "agent-skill", "arxiv", "claude-code-skill", "codex", "literature-search", "openalex", "prisma-s", "pubmed", "semantic-scholar", "shadcn-ui", "systematic-review" ], "created_date": "2026-05-24", "last_push_date": "2026-11-03", "url": "https://github.com/O0000-code/paper-search-pro", "homepage": "https://o0000-code.github.io/paper-search-pro/", "agents": [ "claude-code", "codex" ], "precision_signals": [ "academic", "admission:skill_candidate", "claude code", "codex", "literature", "literature discovery", "literature search", "paper", "readme_scope", "research", "skill" ], "stale": false, "verifies_citations": false, "forks": 16, "open_issues": 0, "watchers": 229, "size_kb": 24428, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "apache-2.0", "name": "Apache License 2.0", "spdx_id": "Apache-2.0" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-11-04", "first_seen_at": "2026-11-04T06:53:33Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 248, "repo": "hzysvilla/Academic_LLM_Sec_Papers", "stars": 226, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 18.85, "trend": { "id": "steady", "zh": "稳定", "en": "Steady" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Academic Papers about LLM Application on Security", "language": "", "topics": [], "created_date": "2024-03-23", "last_push_date": "2026-03-26", "url": "https://github.com/hzysvilla/Academic_LLM_Sec_Papers", "homepage": "", "agents": [], "precision_signals": [ "academic", "admission:skill_candidate", "literature review", "missing_skill_signal", "paper", "papers", "readme_scope" ], "stale": true, "verifies_citations": false, "forks": 13, "open_issues": 0, "watchers": 226, "size_kb": 69, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:17:18Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 249, "repo": "Takamatsu-Hikaru/AI-Research-Guide", "stars": 220, "star_delta_1d": 0, "star_delta_7d": 11, "star_delta_30d": 11, "trend_score": 59.53, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "discipline-specific", "zh": "学科专项", "en": "Discipline Specific" }, "description": "AI 科研入门指南：大学选择、科研 60 问、入门项目、学习路线与论文卡片。A bilingual guide to getting started in AI research.", "language": "JavaScript", "topics": [ "ai", "chinese", "education", "getting-started", "machine-learning", "research" ], "created_date": "2026-10-05", "last_push_date": "2026-11-01", "url": "https://github.com/Takamatsu-Hikaru/AI-Research-Guide", "homepage": "https://takamatsu-hikaru.github.io/AI-Research-Guide/", "agents": [], "precision_signals": [ "admission:skill_candidate", "missing_skill_signal", "readme_scope", "research", "学术", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 10, "open_issues": 0, "watchers": 220, "size_kb": 70206, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 250, "repo": "juliaError/econ-TopJournal-writing-Skill", "stars": 219, "star_delta_1d": 0, "star_delta_7d": 2, "star_delta_30d": 14, "trend_score": 39.78, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "econ-TopJournal-writing-Skill", "language": "Python", "topics": [], "created_date": "2026-05-12", "last_push_date": "2026-11-04", "url": "https://github.com/juliaError/econ-TopJournal-writing-Skill", "homepage": "", "agents": [], "precision_signals": [ "journal", "skill" ], "stale": false, "verifies_citations": false, "forks": 32, "open_issues": 2, "watchers": 219, "size_kb": 980, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 5, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-10", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 251, "repo": "ozrwayne/rw-research-skill", "stars": 219, "star_delta_1d": 1, "star_delta_7d": 4, "star_delta_30d": 4, "trend_score": 37.64, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "Twelve standalone research workflow skills for questions, literature, evidence, design, writing, and submission.", "language": "Python", "topics": [], "created_date": "2026-07-11", "last_push_date": "2026-09-27", "url": "https://github.com/ozrwayne/rw-research-skill", "homepage": "", "agents": [], "precision_signals": [ "admission:skill_candidate", "literature", "missing_high_confidence_academic_signal", "phd", "readme_scope", "research", "skill", "skills", "workflow", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 23, "open_issues": 2, "watchers": 219, "size_kb": 993, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "apache-2.0", "name": "Apache License 2.0", "spdx_id": "Apache-2.0" }, "skills_count": 23, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 252, "repo": "LocoWiki/LocoWiki", "stars": 217, "star_delta_1d": 0, "star_delta_7d": 4, "star_delta_30d": 4, "trend_score": 40.1, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "机器人运控学习指南，涵盖赛题、知识库、论文学习资源。", "language": "Python", "topics": [], "created_date": "2026-01-20", "last_push_date": "2026-10-26", "url": "https://github.com/LocoWiki/LocoWiki", "homepage": "https://locowiki.github.io/", "agents": [], "precision_signals": [ "admission:related", "missing_skill_signal", "readme_scope", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 28, "open_issues": 2, "watchers": 217, "size_kb": 245193, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:17:18Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 253, "repo": "yanlin-cheng/skill-thesis-writer", "stars": 217, "star_delta_1d": 0, "star_delta_7d": 4, "star_delta_30d": 8, "trend_score": 23.51, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": " 一个专为本科/研究生论文写作设计的AI技能，支持工科、心理学、教育学、管理学等多学科领域，提供符合中国学术规范（GB/T 7714-2015）的论文写作、数据分析、参考文献管理一体化解决方案。", "language": "Python", "topics": [], "created_date": "2026-02-03", "last_push_date": "2026-04-13", "url": "https://github.com/yanlin-cheng/skill-thesis-writer", "homepage": "", "agents": [], "precision_signals": [ "skill", "thesis", "学术", "文献", "论文" ], "stale": false, "verifies_citations": false, "forks": 11, "open_issues": 1, "watchers": 217, "size_kb": 120, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mulanpsl-2.0", "name": "Mulan Permissive Software License, Version 2", "spdx_id": "MulanPSL-2.0" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 254, "repo": "ShZhao27208/Aut_Sci_Write", "stars": 217, "star_delta_1d": 0, "star_delta_7d": 3, "star_delta_30d": 7, "trend_score": 22.58, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "discipline-specific", "zh": "学科专项", "en": "Discipline Specific" }, "description": " Academic research skills suite for AI Agent — literature search/download (WoS+Elsevier+Springer), PDF extraction, figure cropping, review writing, Zotero sync, and PPT/Html generation. ", "language": "Python", "topics": [ "academic-research", "agent", "claude-code", "codex", "llm-tools", "openclaw", "opencode", "pptx", "skills", "zotero" ], "created_date": "2026-04-06", "last_push_date": "2026-08-13", "url": "https://github.com/ShZhao27208/Aut_Sci_Write", "homepage": "https://shzhao27208.github.io/Aut_Sci_Write/", "agents": [ "claude-code", "codex", "opencode" ], "precision_signals": [ "academic", "codex", "literature", "research", "review", "skill", "skills" ], "stale": false, "verifies_citations": false, "forks": 28, "open_issues": 2, "watchers": 217, "size_kb": 59476, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 9, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 255, "repo": "zhpmatrix/PaperReading", "stars": 215, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 37.95, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "每天阅读过的论文的简要笔记", "language": "", "topics": [ "paper-reading", "paper-weekly" ], "created_date": "2019-04-07", "last_push_date": "2026-11-07", "url": "https://github.com/zhpmatrix/PaperReading", "homepage": "", "agents": [], "precision_signals": [ "admission:skill_candidate", "missing_skill_signal", "paper", "readme_scope", "thesis", "论文" ], "stale": false, "verifies_citations": false, "forks": 10, "open_issues": 0, "watchers": 215, "size_kb": 16426, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-11-03", "first_seen_at": "2026-11-03T09:53:13Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 256, "repo": "paperseek/paperseek", "stars": 213, "star_delta_1d": 0, "star_delta_7d": 2, "star_delta_30d": 2, "trend_score": 39.46, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "PaperSeek is an open-source, AI-powered literature search tool for researchers. It helps turn your research question into search queries, discover papers across academic sources, and organize the results for review.", "language": "Python", "topics": [ "literature", "literature-review", "literature-search", "paper", "research" ], "created_date": "2026-06-02", "last_push_date": "2026-10-28", "url": "https://github.com/paperseek/paperseek", "homepage": "https://docs.paperseek.app/", "agents": [], "precision_signals": [ "academic", "admission:skill_candidate", "bibliometric", "literature search", "missing_skill_signal", "paper", "papers", "readme_scope", "research" ], "stale": false, "verifies_citations": false, "forks": 16, "open_issues": 4, "watchers": 213, "size_kb": 29007, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": true, "license": { "key": "apache-2.0", "name": "Apache License 2.0", "spdx_id": "Apache-2.0" }, "skills_count": 5, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 257, "repo": "helloo1568/slidemuse", "stars": 208, "star_delta_1d": 2, "star_delta_7d": 28, "star_delta_30d": 28, "trend_score": 77.62, "trend": { "id": "hot", "zh": "热门上升", "en": "Hot" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "将 PDF、论文、报告与笔记制作成风格统一的图片 PPT，按需还原为可编辑 PPTX。用于工作汇报、教学培训、学术分享、竞赛答辩、产品路演与创意展示。", "language": "Python", "topics": [ "academic-competition", "agent-skill", "agent-skills", "ai-presentation", "ai-skill", "ai-slides", "case-competition", "codex", "competition-defense", "competition-presentation", "editable-pptx", "image-to-pptx", "pitch-deck", "powerpoint", "ppt", "pptx", "presentation-generation", "slide-generation", "teaching-award", "vocational-skills" ], "created_date": "2026-08-08", "last_push_date": "2026-11-09", "url": "https://github.com/helloo1568/slidemuse", "homepage": "https://github.com/helloo1568/slidemuse", "agents": [ "codex" ], "precision_signals": [ "academic", "admission:skill_candidate", "codex", "readme_scope", "skill", "skills", "学术", "论文" ], "stale": false, "verifies_citations": false, "forks": 20, "open_issues": 0, "watchers": 208, "size_kb": 167405, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": true, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 3, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-11-01", "first_seen_at": "2026-11-01T09:32:53Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 258, "repo": "STRYXTN/awesome-ai-research-writing", "stars": 207, "star_delta_1d": 2, "star_delta_7d": 9, "star_delta_30d": 20, "trend_score": 29.34, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "来自顶尖研究机构的 AI 论文写作 Prompt 模板库与 Agent Skills 集合 ✨", "language": "HTML", "topics": [], "created_date": "2026-04-13", "last_push_date": "2026-04-13", "url": "https://github.com/STRYXTN/awesome-ai-research-writing", "homepage": "", "agents": [], "precision_signals": [ "agent skill", "research", "skill", "skills", "论文" ], "stale": false, "verifies_citations": false, "forks": 15, "open_issues": 1, "watchers": 207, "size_kb": 15325, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 259, "repo": "congcongwang0122/zotero-skill", "stars": 201, "star_delta_1d": 0, "star_delta_7d": 1, "star_delta_30d": 1, "trend_score": 21.39, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "literature-review", "zh": "文献综述", "en": "Literature Review" }, "description": "「帮我整理总结一下 Zotero 中 XXX 栏所有的文献，并生成一个一万字的综述」**—— 这句话，现在真的可以被实现了。", "language": "Python", "topics": [], "created_date": "2026-06-03", "last_push_date": "2026-08-14", "url": "https://github.com/congcongwang0122/zotero-skill", "homepage": "", "agents": [], "precision_signals": [ "skill", "文献", "综述" ], "stale": false, "verifies_citations": false, "forks": 5, "open_issues": 1, "watchers": 201, "size_kb": 290, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 260, "repo": "Epsilon617/Codex-Academic-Skills", "stars": 197, "star_delta_1d": 0, "star_delta_7d": 1, "star_delta_30d": 1, "trend_score": 19.57, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "A curated list of research-oriented skills usable in OpenAI Codex, covering writing, literature review, evaluation, and research workflows.", "language": "Python", "topics": [ "academic-research", "academic-writing", "agent-skills", "literature-review", "openai-codex", "research-workflow" ], "created_date": "2026-03-08", "last_push_date": "2026-06-16", "url": "https://github.com/Epsilon617/Codex-Academic-Skills", "homepage": "", "agents": [ "codex" ], "precision_signals": [ "academic", "admission:skill_candidate", "codex", "literature", "literature review", "readme_scope", "research", "research workflow", "review", "skill", "skills" ], "stale": false, "verifies_citations": false, "forks": 10, "open_issues": 2, "watchers": 197, "size_kb": 72, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:17:18Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 261, "repo": "DQXCJ-a11y/thesis-skill-hub", "stars": 195, "star_delta_1d": 1, "star_delta_7d": 4, "star_delta_30d": 20, "trend_score": 23.14, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "硕士论文审查与写作SKILL聚合项目 | 持续收录GitHub上最优质的论文写作skill并归纳为一份可直接使用的SKILL.md", "language": "", "topics": [], "created_date": "2026-03-10", "last_push_date": "2026-03-16", "url": "https://github.com/DQXCJ-a11y/thesis-skill-hub", "homepage": "", "agents": [], "precision_signals": [ "skill", "thesis", "论文" ], "stale": false, "verifies_citations": false, "forks": 17, "open_issues": 1, "watchers": 195, "size_kb": 133, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 262, "repo": "EastForce/worker-ai-spark", "stars": 194, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 40.71, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "experiment-reproducibility", "zh": "实验复现", "en": "Experiments" }, "description": "开源劳动者AI研究与评测项目：建设劳动知识、公开评测基准与共同治理机制｜Open worker-centered AI research and evaluation project.", "language": "Python", "topics": [ "ai-benchmark", "ai-ethics", "ai-evaluation", "ai-governance", "algorithmic-management", "labor-rights", "labor-studies", "open-source-ai", "responsible-ai", "worker-ai", "worker-centered-ai", "workers-rights", "working-class", "working-class-ai" ], "created_date": "2026-07-26", "last_push_date": "2026-10-30", "url": "https://github.com/EastForce/worker-ai-spark", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "missing_skill_signal", "missing_strong_academic_signal", "readme_scope", "research", "学术", "论文" ], "stale": false, "verifies_citations": false, "forks": 16, "open_issues": 0, "watchers": 194, "size_kb": 1198, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": true, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-31", "first_seen_at": "2026-10-31T03:03:15Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 263, "repo": "vanthree31/PaperLens", "stars": 192, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 35.08, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "AI-Powered Research Assistant for Academic Paper Discovery, Analysis, and Citation Intelligence", "language": "Python", "topics": [ "academic-paper", "academic-search", "ai-analysis", "ai-research", "citation-network", "d3js", "flask", "literature-review-tool", "openalex", "paper-search", "pubmed", "rag", "research-assistant", "research-tools" ], "created_date": "2026-06-08", "last_push_date": "2026-10-19", "url": "https://github.com/vanthree31/PaperLens", "homepage": "", "agents": [], "precision_signals": [ "academic", "admission:skill_candidate", "assistant", "literature", "missing_strong_skill_signal", "paper", "readme_scope", "research", "research paper", "research papers" ], "stale": false, "verifies_citations": false, "forks": 8, "open_issues": 1, "watchers": 192, "size_kb": 4117, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 264, "repo": "joshzyj/open-scholar-skill", "stars": 189, "star_delta_1d": 0, "star_delta_7d": 6, "star_delta_30d": 6, "trend_score": 40.64, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Open scholar skill, a claude code plugin, for academic research", "language": "Shell", "topics": [], "created_date": "2026-03-16", "last_push_date": "2026-10-19", "url": "https://github.com/joshzyj/open-scholar-skill", "homepage": "", "agents": [ "claude-code" ], "precision_signals": [ "academic", "admission:skill_candidate", "claude code", "literature review", "plugin", "readme_scope", "research", "scholar", "skill", "thesis" ], "stale": false, "verifies_citations": false, "forks": 25, "open_issues": 0, "watchers": 189, "size_kb": 4232, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 36, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:17:18Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 265, "repo": "SyntaxSmith/nature-writing-skill", "stars": 189, "star_delta_1d": 0, "star_delta_7d": 7, "star_delta_30d": 7, "trend_score": 26.63, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "Claude Code / Codex skill — Nature-family paper writing (NMI / NC / NCS / Nature) for Chinese AI/ML researchers, distilled from 44 OA papers", "language": "", "topics": [], "created_date": "2026-04-27", "last_push_date": "2026-04-27", "url": "https://github.com/SyntaxSmith/nature-writing-skill", "homepage": "", "agents": [ "claude-code", "codex" ], "precision_signals": [ "admission:skill_candidate", "claude code", "codex", "paper", "papers", "readme_scope", "research", "skill", "学术", "论文" ], "stale": false, "verifies_citations": false, "forks": 19, "open_issues": 0, "watchers": 189, "size_kb": 229, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 266, "repo": "google-research/paper-orchestra", "stars": 188, "star_delta_1d": 2, "star_delta_7d": 11, "star_delta_30d": 11, "trend_score": 31.41, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "PaperOrchestra is a multi-agent framework for automated AI research paper writing.", "language": "Python", "topics": [ "ai-research-assistant", "multi-agent-systems" ], "created_date": "2026-05-01", "last_push_date": "2026-05-17", "url": "https://github.com/google-research/paper-orchestra", "homepage": "https://yiwen-song.github.io/paper_orchestra/", "agents": [], "precision_signals": [ "admission:skill_candidate", "assistant", "literature review", "missing_strong_skill_signal", "paper", "paper writing", "readme_scope", "research", "research paper" ], "stale": false, "verifies_citations": false, "forks": 28, "open_issues": 0, "watchers": 188, "size_kb": 2128, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "apache-2.0", "name": "Apache License 2.0", "spdx_id": "Apache-2.0" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:17:18Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 267, "repo": "AI4Scientist/awesome-autoresearch", "stars": 187, "star_delta_1d": 0, "star_delta_7d": 4, "star_delta_30d": 4, "trend_score": 40.09, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "A curated list of awesome autonomous researcher frameworks", "language": "", "topics": [ "ai4science", "autonomous-researcher", "autonomous-scientist", "autoresearch", "autoresearcher", "research-assistant", "researcher-agent", "scientist-agent" ], "created_date": "2025-11-27", "last_push_date": "2026-10-28", "url": "https://github.com/AI4Scientist/awesome-autoresearch", "homepage": "", "agents": [], "precision_signals": [ "admission:skill_candidate", "assistant", "missing_high_confidence_academic_signal", "missing_strong_skill_signal", "peer review", "readme_scope", "research", "research workflow", "science", "thesis" ], "stale": false, "verifies_citations": false, "forks": 28, "open_issues": 0, "watchers": 187, "size_kb": 1780, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T08:55:06Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 268, "repo": "z-liu-xiugou/research-workbench-assistant", "stars": 186, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 43.24, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Local-first research memory for Codex: checkpoints, progress ledgers, and Markdown/JSON paper notes. Early alpha.", "language": "Python", "topics": [ "academic-workflow", "ai", "codex", "knowledge-graph", "literature-review", "local-first", "research", "research-assistant" ], "created_date": "2026-09-07", "last_push_date": "2026-10-29", "url": "https://github.com/z-liu-xiugou/research-workbench-assistant", "homepage": "", "agents": [ "codex" ], "precision_signals": [ "academic", "assistant", "codex", "literature", "paper", "research", "workflow" ], "stale": false, "verifies_citations": false, "forks": 0, "open_issues": 4, "watchers": 186, "size_kb": 626, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": true, "license": { "key": "apache-2.0", "name": "Apache License 2.0", "spdx_id": "Apache-2.0" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-28", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 269, "repo": "moonlarry/codex-paper-skills", "stars": 181, "star_delta_1d": 0, "star_delta_7d": 1, "star_delta_30d": 1, "trend_score": 19.28, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "Codex运行规范及写论文使用的多个skills", "language": "TeX", "topics": [], "created_date": "2026-03-14", "last_push_date": "2026-08-01", "url": "https://github.com/moonlarry/codex-paper-skills", "homepage": "", "agents": [ "codex" ], "precision_signals": [ "admission:skill_candidate", "codex", "paper", "readme_scope", "skill", "skills", "学术", "论文" ], "stale": false, "verifies_citations": false, "forks": 9, "open_issues": 0, "watchers": 181, "size_kb": 567, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 30, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:17:18Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 270, "repo": "BAIKEMARK/happy-figure-skill", "stars": 180, "star_delta_1d": 0, "star_delta_7d": 3, "star_delta_30d": 3, "trend_score": 22.93, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Happy Figure Agent Skill for generating structured scientific figure prompts from research content.", "language": "Python", "topics": [], "created_date": "2026-06-02", "last_push_date": "2026-06-03", "url": "https://github.com/BAIKEMARK/happy-figure-skill", "homepage": "", "agents": [], "precision_signals": [ "admission:skill_candidate", "agent skill", "missing_high_confidence_academic_signal", "readme_scope", "research", "scientific", "skill", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 13, "open_issues": 0, "watchers": 180, "size_kb": 74266, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T17:00:50Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 271, "repo": "1sdv/lunwentocode", "stars": 179, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 38.0, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "将论文（Markdown格式）转换为可运行的Python代码(Mineru一键转化pdf为Markdown文件).", "language": "Python", "topics": [], "created_date": "2025-12-05", "last_push_date": "2026-11-10", "url": "https://github.com/1sdv/lunwentocode", "homepage": "", "agents": [], "precision_signals": [ "admission:skill_candidate", "missing_skill_signal", "readme_scope", "学术", "论文" ], "stale": false, "verifies_citations": false, "forks": 7, "open_issues": 0, "watchers": 179, "size_kb": 1455, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-11-09", "first_seen_at": "2026-11-09T07:40:22Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 272, "repo": "Drchronx/ai-agent-research-starter-kit", "stars": 176, "star_delta_1d": 1, "star_delta_7d": 6, "star_delta_30d": 34, "trend_score": 25.51, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "AI Agent 科研全流程教学包，能教学生从零部署 Codex、Claude Code、OpenClaw、Hermes 等 Agent，学会使用 Skills、飞书、AMiner、AI4Scholar、Zotero、Obsidian 等工具，完成真实文献检索、文献日报、知识库搭建、选题生成、理论建构、情景实验设计、量表开发、统计分析、因果推断、文本挖掘、EEG/ERP 实验、BCI 脑电智能建模、论文写作、审稿自查、期刊排版和盲审投稿包制作；学生学完后可以按课程模板一步步让 AI Agent 协助完成从“找文献、定选题、做实验、分析数据”到“写论文、查引用、改格式、准备投稿”的完整科研流程。", "language": "Python", "topics": [], "created_date": "2026-05-19", "last_push_date": "2026-05-19", "url": "https://github.com/Drchronx/ai-agent-research-starter-kit", "homepage": "", "agents": [ "claude-code", "codex" ], "precision_signals": [ "claude code", "research", "scholar", "skill", "skills", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 14, "open_issues": 0, "watchers": 176, "size_kb": 40920, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 355, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-19", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 273, "repo": "CurryTang/Amadeus", "stars": 176, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 17.98, "trend": { "id": "steady", "zh": "稳定", "en": "Steady" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Your personal AI research assistant that automatically reads, summarizes, organizes, and acts on academic papers.", "language": "JavaScript", "topics": [], "created_date": "2026-01-22", "last_push_date": "2026-03-25", "url": "https://github.com/CurryTang/Amadeus", "homepage": "", "agents": [], "precision_signals": [ "academic", "admission:skill_candidate", "assistant", "literature review", "missing_strong_skill_signal", "paper", "paper writing", "papers", "readme_scope", "research" ], "stale": true, "verifies_citations": false, "forks": 17, "open_issues": 0, "watchers": 176, "size_kb": 40269, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 16, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:17:18Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 274, "repo": "wilbert-MD-PhD/medical-illustration", "stars": 174, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 44.77, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "面向 Codex、Claude Code 等 AI Agent 的医学绘图 Skill，基于可信证据制作医学插画、科普漫画与科研示意图，提供可编辑成果与审核记录。 · Evidence-backed medical illustration, comics and research figures for Codex, Claude Code and other AI agents, with editable output and review records.", "language": "Python", "topics": [ "agent-skills", "claude-code", "codex", "medical-illustration", "science-communication", "svg" ], "created_date": "2026-09-06", "last_push_date": "2026-11-06", "url": "https://github.com/wilbert-MD-PhD/medical-illustration", "homepage": "", "agents": [ "claude-code", "codex" ], "precision_signals": [ "claude code", "phd", "research", "review", "science", "skill", "skills" ], "stale": false, "verifies_citations": false, "forks": 13, "open_issues": 0, "watchers": 174, "size_kb": 84647, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-28", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 275, "repo": "AI-in-Transportation-Lab/awesome-mechanistic-interpretability", "stars": 174, "star_delta_1d": 0, "star_delta_7d": 4, "star_delta_30d": 4, "trend_score": 42.7, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "A carefully curated collection of high-quality libraries, projects, tutorials, research papers, and other essential resources focused on Mechanistic Interpretability, a growing subfield in machine learning interpretability research that aims to reverse-engineer neural networks into understandable computational components.", "language": "JavaScript", "topics": [ "llms", "mechanistic-interpretability" ], "created_date": "2025-06-11", "last_push_date": "2026-11-10", "url": "https://github.com/AI-in-Transportation-Lab/awesome-mechanistic-interpretability", "homepage": "https://doi.org/10.1145/3787104", "agents": [], "precision_signals": [ "admission:related", "missing_skill_signal", "paper", "papers", "readme_scope", "research", "research paper", "research papers" ], "stale": false, "verifies_citations": false, "forks": 20, "open_issues": 4, "watchers": 174, "size_kb": 630, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:17:18Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 276, "repo": "poco-ai/agentero-dsh-plugin", "stars": 173, "star_delta_1d": 7, "star_delta_7d": 7, "star_delta_30d": 7, "trend_score": 57.08, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "给 DeepSeek Harness 用的科研文献库插件：搜论文、带出处、审批入库、把笔记线索交给同会话其他插件。Academic research library for DSH — search, cite, approve imports, hand off notes.", "language": "TypeScript", "topics": [ "academic", "agentero", "ai-agents", "citations", "deepseek-harness", "dsh", "dsh-plugin", "knowledge-base", "literature-review", "llm", "papers", "pdf", "research", "research-assistant", "typescript" ], "created_date": "2026-10-30", "last_push_date": "2026-11-08", "url": "https://github.com/poco-ai/agentero-dsh-plugin", "homepage": "https://agentero.app", "agents": [], "precision_signals": [ "academic", "admission:related", "assistant", "paper", "papers", "plugin", "readme_scope", "research", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 7, "open_issues": 4, "watchers": 173, "size_kb": 3433, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-11-08", "first_seen_at": "2026-11-08T09:20:25Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 277, "repo": "ChicagoHAI/OpenAIReview", "stars": 172, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 36.08, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "AI reviewing paper drafts for improvement.", "language": "Python", "topics": [], "created_date": "2026-02-23", "last_push_date": "2026-11-02", "url": "https://github.com/ChicagoHAI/OpenAIReview", "homepage": "", "agents": [], "precision_signals": [ "academic", "admission:skill_candidate", "missing_high_confidence_academic_signal", "missing_skill_signal", "paper", "readme_scope", "review" ], "stale": false, "verifies_citations": false, "forks": 25, "open_issues": 29, "watchers": 172, "size_kb": 94534, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-29", "first_seen_at": "2026-10-29T08:49:02Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 278, "repo": "eust-w/opengeniemaster", "stars": 171, "star_delta_1d": 16, "star_delta_7d": 16, "star_delta_30d": 16, "trend_score": 67.29, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "peer-review", "zh": "评审反馈", "en": "Peer Review" }, "description": "Open-source embodied agent framework: execution, feedback, and continual improvement", "language": "Python", "topics": [ "agent-harness", "ai-agents", "continual-learning", "embodied-ai", "mcp", "model-context-protocol", "multi-robot", "robotics", "simulation", "vla" ], "created_date": "2026-10-27", "last_push_date": "2026-11-06", "url": "https://github.com/eust-w/opengeniemaster", "homepage": "", "agents": [ "mcp" ], "precision_signals": [ "admission:skill_candidate", "mcp", "missing_academic_signal", "missing_strong_skill_signal", "readme_scope", "论文" ], "stale": false, "verifies_citations": false, "forks": 3, "open_issues": 0, "watchers": 171, "size_kb": 273, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-11-09", "first_seen_at": "2026-11-09T07:40:22Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 279, "repo": "zjunlp/SciAtlas", "stars": 170, "star_delta_1d": 0, "star_delta_7d": 4, "star_delta_30d": 4, "trend_score": 38.45, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "A Large-Scale Knowledge Graph for Automated Scientific Research", "language": "Python", "topics": [ "agent", "ai-agent", "ai-for-science", "ai-scientist", "ai4research", "automated-scientific-research", "autonomous-agent", "idea-generation", "knowledge-graph", "large-language-models", "llm", "research-automation", "retrieval-augmented-generation", "scholar", "scholarkg", "sciagent", "sciatlas", "science-discovery", "scigraph", "scikg" ], "created_date": "2026-04-20", "last_push_date": "2026-10-22", "url": "https://github.com/zjunlp/SciAtlas", "homepage": "http://sciatlas.openkg.cn/", "agents": [], "precision_signals": [ "admission:skill_candidate", "literature review", "missing_high_confidence_academic_signal", "missing_skill_signal", "readme_scope", "research", "research workflow", "scholar", "science", "scientific", "scientific research" ], "stale": false, "verifies_citations": false, "forks": 16, "open_issues": 0, "watchers": 170, "size_kb": 17382, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 7, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 280, "repo": "QuenithAI/Video-Generation-Paper-List", "stars": 170, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 37.8, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "discipline-specific", "zh": "学科专项", "en": "Discipline Specific" }, "description": "Tracking the latest and greatest research papers on video generation.", "language": "", "topics": [ "aaai", "cvpr", "deep-learning", "diffusion-models", "eccv", "iccv", "iclr", "icml", "image-to-video", "image-to-video-generation", "neurips", "nips", "siggraph", "text-to-video", "text-to-video-generation", "video-editing", "video-generation", "video-to-video", "video-to-video-translation" ], "created_date": "2025-08-06", "last_push_date": "2026-11-10", "url": "https://github.com/QuenithAI/Video-Generation-Paper-List", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "missing_skill_signal", "paper", "papers", "readme_scope", "research", "学术", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 9, "open_issues": 0, "watchers": 170, "size_kb": 970, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 281, "repo": "Liuxiangjian-ai/reference-checker-skill", "stars": 167, "star_delta_1d": 1, "star_delta_7d": 5, "star_delta_30d": 27, "trend_score": 23.8, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "逐条检查参考文献是否真实 /An exhaustive pre-submission reference verification skill for checking scholarly references item by item.", "language": "", "topics": [], "created_date": "2026-04-25", "last_push_date": "2026-06-03", "url": "https://github.com/Liuxiangjian-ai/reference-checker-skill", "homepage": "", "agents": [], "precision_signals": [ "scholar", "skill", "文献" ], "stale": false, "verifies_citations": true, "forks": 8, "open_issues": 0, "watchers": 167, "size_kb": 80, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-28", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 282, "repo": "CHB-learner/PaperPilot", "stars": 167, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 17.82, "trend": { "id": "steady", "zh": "稳定", "en": "Steady" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "AI 文献检索与综述 Agent：支持多源检索、代码仓库定位、开放 PDF 下载、证据链与中英双语报告。", "language": "Python", "topics": [ "academic-research", "ai-literature-review", "cli", "literature-review", "llm", "paperpilot" ], "created_date": "2026-05-14", "last_push_date": "2026-05-19", "url": "https://github.com/CHB-learner/PaperPilot", "homepage": "https://chb-learner.github.io/PaperPilot/", "agents": [], "precision_signals": [ "academic", "admission:skill_candidate", "literature", "literature review", "missing_skill_signal", "paper", "readme_scope", "research", "research workflow", "thesis" ], "stale": true, "verifies_citations": false, "forks": 4, "open_issues": 1, "watchers": 167, "size_kb": 1859, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:17:18Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 283, "repo": "SmBai1998/sci-ps-skill", "stars": 166, "star_delta_1d": 3, "star_delta_7d": 7, "star_delta_30d": 34, "trend_score": 37.2, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "科研绘图不再只是 AI 生一张图。这个 Skill 会自动分析参考图、拆解组件、生成素材，再进入 Photoshop 按图层逐步重建，并对位置、大小、形状、透视、色调、阴影、光效和遮挡关系进行逐层校准。最终不是一张扁平图片，而是一份可以继续修改的完整 PSD。Science 封面、Nature 风格机制图、3D 科研示意图都可以按这套流程处理。", "language": "Python", "topics": [], "created_date": "2026-08-29", "last_push_date": "2026-08-29", "url": "https://github.com/SmBai1998/sci-ps-skill", "homepage": "", "agents": [], "precision_signals": [ "science", "skill", "科研" ], "stale": false, "verifies_citations": false, "forks": 10, "open_issues": 1, "watchers": 166, "size_kb": 350, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-28", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 284, "repo": "wycmochi/cn-academic-spark", "stars": 166, "star_delta_1d": 2, "star_delta_7d": 9, "star_delta_30d": 43, "trend_score": 32.13, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "专为中国宝宝设计的可编辑学术 PPT 生成skill。可根据学术汇报场景（论文答辩、组会汇报、课程报告、开题报告、文献综述等），依据上传的论文、报告等材料分析研究框架并输出带讲稿、带技术路线图、可编辑的pptx文件。", "language": "Python", "topics": [], "created_date": "2026-05-12", "last_push_date": "2026-08-28", "url": "https://github.com/wycmochi/cn-academic-spark", "homepage": "", "agents": [], "precision_signals": [ "academic", "skill", "学术", "文献", "论文" ], "stale": false, "verifies_citations": false, "forks": 6, "open_issues": 1, "watchers": 166, "size_kb": 79206, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-21", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 285, "repo": "ChicagoHAI/NeuriCo", "stars": 163, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 37.66, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "AI Scientist by Chicago Human+AI Lab", "language": "Python", "topics": [], "created_date": "2025-11-03", "last_push_date": "2026-11-10", "url": "https://github.com/ChicagoHAI/NeuriCo", "homepage": "", "agents": [], "precision_signals": [ "admission:skill_candidate", "missing_academic_signal", "missing_skill_signal", "readme_scope", "research workflow", "thesis" ], "stale": false, "verifies_citations": false, "forks": 38, "open_issues": 61, "watchers": 163, "size_kb": 30348, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "apache-2.0", "name": "Apache License 2.0", "spdx_id": "Apache-2.0" }, "skills_count": 15, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-29", "first_seen_at": "2026-10-29T08:49:02Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 286, "repo": "aspi6246/Claude-Code-Skills-for-Academics", "stars": 163, "star_delta_1d": 0, "star_delta_7d": 1, "star_delta_30d": 4, "trend_score": 20.83, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "A collection of Skills for academics.", "language": "Python", "topics": [], "created_date": "2026-03-26", "last_push_date": "2026-08-21", "url": "https://github.com/aspi6246/Claude-Code-Skills-for-Academics", "homepage": "", "agents": [ "claude-code" ], "precision_signals": [ "academic", "skill", "skills" ], "stale": false, "verifies_citations": false, "forks": 31, "open_issues": 0, "watchers": 163, "size_kb": 445, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 18, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 287, "repo": "Jesseovo/PaperCash", "stars": 159, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 7, "trend_score": 32.96, "trend": { "id": "steady", "zh": "稳定", "en": "Steady" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "你的论文研究好帮手。发现与收藏真实论文，整理文献、引用和写作思路；一句话交给 Agent，继续深入研究。", "language": "Python", "topics": [ "academic-research", "academic-writing", "agent-skills", "ai-agents", "arxiv", "bibtex", "citation-management", "literature-review", "paper-search", "python", "research-assistant" ], "created_date": "2026-04-07", "last_push_date": "2026-10-20", "url": "https://github.com/Jesseovo/PaperCash", "homepage": "https://jesseovo.github.io/PaperCash/", "agents": [], "precision_signals": [ "academic", "assistant", "literature", "paper", "research", "skill", "skills" ], "stale": false, "verifies_citations": false, "forks": 10, "open_issues": 0, "watchers": 159, "size_kb": 178, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 3, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 288, "repo": "Gaoyuan-0423/biomedical-paper-reader", "stars": 156, "star_delta_1d": 0, "star_delta_7d": 6, "star_delta_30d": 6, "trend_score": 53.48, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "生物医学论文精读 Skill 与本地阅读 App：逐图解析、证据评估、研究设计借鉴，支持中文、英文及双语报告。 | Biomedical paper-reading skill & local app: figure analysis, evidence appraisal, and research design insights. Chinese, English & bilingual reports.", "language": "Python", "topics": [ "agent-skills", "biomedical", "chinese", "paper-reading", "research-design" ], "created_date": "2026-09-26", "last_push_date": "2026-11-09", "url": "https://github.com/Gaoyuan-0423/biomedical-paper-reader", "homepage": "", "agents": [], "precision_signals": [ "admission:skill_candidate", "paper", "readme_scope", "research", "skill", "skills", "文献阅读", "论文" ], "stale": false, "verifies_citations": false, "forks": 0, "open_issues": 2, "watchers": 156, "size_kb": 5492, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:17:18Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 289, "repo": "AI-in-Transportation-Lab/awesome-tinyml", "stars": 155, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 37.5, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "discipline-specific", "zh": "学科专项", "en": "Discipline Specific" }, "description": "A carefully curated collection of high-quality libraries, projects, tutorials, research papers, and other essential resources focused on TinyML — the intersection of machine learning and ultra-low-power embedded systems.", "language": "JavaScript", "topics": [ "machine-learning", "tiny-machine-learnig", "tinyml" ], "created_date": "2025-06-11", "last_push_date": "2026-11-10", "url": "https://github.com/AI-in-Transportation-Lab/awesome-tinyml", "homepage": "https://dl.acm.org/doi/10.1145/3776588", "agents": [], "precision_signals": [ "admission:related", "missing_skill_signal", "paper", "papers", "readme_scope", "research", "research paper", "research papers" ], "stale": false, "verifies_citations": false, "forks": 28, "open_issues": 9, "watchers": 155, "size_kb": 248, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:17:18Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 290, "repo": "Visterainer/aidea-zotero", "stars": 154, "star_delta_1d": 0, "star_delta_7d": 8, "star_delta_30d": 8, "trend_score": 45.91, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "AIdea — AI assistant for Zotero: chat with papers, translate selections, translate full PDFs. Use your existing ChatGPT/Gemini/Copilot subscription (OAuth, no API key), any OpenAI-compatible API, or local models (Ollama, LM Studio). | Zotero AI 助手：论文对话、划词翻译、全文翻译。支持订阅账号登录（无需 API Key）、OpenAI 兼容 API 接入、本地模型（Ollama、LM Studio）", "language": "TypeScript", "topics": [ "academic", "ai", "ai-assistant", "chatgpt", "free", "gemini", "github-copilot", "lm-studio", "no-api-key", "oauth", "ollama", "openai", "openai-api", "openai-compatible", "pdf-translation", "research", "translation", "zotero", "zotero-addon", "zotero-plugin" ], "created_date": "2026-03-04", "last_push_date": "2026-11-04", "url": "https://github.com/Visterainer/aidea-zotero", "homepage": "", "agents": [ "gemini" ], "precision_signals": [ "academic", "admission:skill_candidate", "assistant", "gemini", "paper", "papers", "plugin", "readme_scope", "research", "research workflow" ], "stale": false, "verifies_citations": false, "forks": 11, "open_issues": 5, "watchers": 154, "size_kb": 23993, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": true, "license": { "key": "agpl-3.0", "name": "GNU Affero General Public License v3.0", "spdx_id": "AGPL-3.0" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 291, "repo": "Yila-AI/awesome-research-skills", "stars": 153, "star_delta_1d": 0, "star_delta_7d": 12, "star_delta_30d": 12, "trend_score": 51.72, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Open-source Agent Skills for planning, drafting, revising, and polishing SCI/SSCI papers—while preserving evidence, citations, and claim strength.", "language": "Python", "topics": [ "academic-writing", "agent-skills", "ai-research", "claude-code", "codex", "manuscript-writing", "openclaw", "prompt-engineering", "research-writing", "sci", "scientific-writing", "ssci" ], "created_date": "2026-07-17", "last_push_date": "2026-10-21", "url": "https://github.com/Yila-AI/awesome-research-skills", "homepage": "https://yila.ai", "agents": [ "claude-code", "codex" ], "precision_signals": [ "academic", "admission:skill_candidate", "agent skill", "literature search", "paper", "papers", "readme_scope", "research", "research workflow", "skill", "skills" ], "stale": false, "verifies_citations": false, "forks": 18, "open_issues": 1, "watchers": 153, "size_kb": 15404, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "apache-2.0", "name": "Apache License 2.0", "spdx_id": "Apache-2.0" }, "skills_count": 4, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 292, "repo": "htlin222/meta-pipe", "stars": 153, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 36.21, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "literature-review", "zh": "文献综述", "en": "Literature Review" }, "description": "Claude Code-powered end-to-end meta-analysis automation: AI-assisted literature review, screening, extraction, analysis, and manuscript generation for systematic reviews and clinical evidence synthesis", "language": "Python", "topics": [ "biostatistics", "claude-code", "clinical-research", "clinical-trials", "data-extraction", "evidence-based-medicine", "manuscript-generation", "meta-analysis", "python", "reproducible-research", "research-automation", "systematic-review" ], "created_date": "2026-02-05", "last_push_date": "2026-11-04", "url": "https://github.com/htlin222/meta-pipe", "homepage": "", "agents": [ "claude-code" ], "precision_signals": [ "academic", "admission:skill_candidate", "claude code", "literature", "manuscript", "readme_scope", "research", "review", "thesis" ], "stale": false, "verifies_citations": false, "forks": 66, "open_issues": 10, "watchers": 153, "size_kb": 5304, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": true, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 15, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-11-07", "first_seen_at": "2026-11-07T09:05:09Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 293, "repo": "dr-dumpling/PaperSearch", "stars": 152, "star_delta_1d": 1, "star_delta_7d": 13, "star_delta_30d": 13, "trend_score": 53.07, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "AI agent tool for paper search, journal metrics, and full-text downloads via open access or school (CARSI).", "language": "Python", "topics": [], "created_date": "2026-05-15", "last_push_date": "2026-11-10", "url": "https://github.com/dr-dumpling/PaperSearch", "homepage": "", "agents": [], "precision_signals": [ "academic", "admission:skill_candidate", "journal", "missing_skill_signal", "paper", "papers", "readme_scope", "文献检索", "论文" ], "stale": false, "verifies_citations": false, "forks": 9, "open_issues": 0, "watchers": 152, "size_kb": 119921, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-11-03", "first_seen_at": "2026-11-03T09:53:13Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 294, "repo": "0xE1337/thesis-figure-skill", "stars": 151, "star_delta_1d": 0, "star_delta_7d": 2, "star_delta_30d": 7, "trend_score": 19.85, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "🎓 Claude Skill: Paste your paper text, auto-generate publication-ready LaTeX/TikZ diagrams. 粘贴论文文案，自动生成学术级配图。", "language": "TeX", "topics": [ "academic-paper", "ai-tools", "claude-skill", "diagram", "figure-generation", "latex", "thesis", "tikz" ], "created_date": "2026-03-19", "last_push_date": "2026-07-25", "url": "https://github.com/0xE1337/thesis-figure-skill", "homepage": "", "agents": [], "precision_signals": [ "academic", "latex", "paper", "skill", "thesis" ], "stale": false, "verifies_citations": false, "forks": 11, "open_issues": 0, "watchers": 151, "size_kb": 19581, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 2, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-28", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 295, "repo": "flonat/flonat-research", "stars": 150, "star_delta_1d": 0, "star_delta_7d": 1, "star_delta_30d": 4, "trend_score": 37.08, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Shareable Claude Code + Codex infrastructure for PhD researchers — skills, agents, hooks, and rules for academic workflows", "language": "Python", "topics": [ "academic-research", "ai-tools", "claude", "claude-code", "codex", "latex", "phd", "research-workflow" ], "created_date": "2026-02-20", "last_push_date": "2026-11-03", "url": "https://github.com/flonat/flonat-research", "homepage": "", "agents": [ "claude-code", "codex" ], "precision_signals": [ "academic", "claude code", "latex", "phd", "research", "skill", "skills" ], "stale": false, "verifies_citations": false, "forks": 29, "open_issues": 1, "watchers": 150, "size_kb": 7252, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 87, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-27", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 296, "repo": "liangdabiao/stem-illustration-skill", "stars": 146, "star_delta_1d": 0, "star_delta_7d": 13, "star_delta_30d": 20, "trend_score": 56.04, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "面向 STEM（科学、技术、工程、数学）领域的 AI 图像生成 Skill。 生成科研示意图、教学插图、技术架构图等概念性图像，覆盖生物医学、化学、物理、工程、数学 6 大学科。 功能特性 24 个场景模板：信号通路、实验流程、细胞结构、概念信息图、学术海报、机制图、质粒图、机器学习架构等 6 大学科适配：生命科学/医学/化学/物理/工程/数学 4 种风格变体：academic / textbook / infographic / 3d-render", "language": "Python", "topics": [ "skill" ], "created_date": "2026-07-20", "last_push_date": "2026-11-04", "url": "https://github.com/liangdabiao/stem-illustration-skill", "homepage": "https://stem-illustration.liangdabiao.com/", "agents": [], "precision_signals": [ "academic", "skill", "学术", "实验", "科研" ], "stale": false, "verifies_citations": false, "forks": 6, "open_issues": 0, "watchers": 146, "size_kb": 21792, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-28", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 297, "repo": "voidful/academic-skills", "stars": 146, "star_delta_1d": 0, "star_delta_7d": 3, "star_delta_30d": 3, "trend_score": 20.94, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "A complete academic research Skill suite. Supports Claude Code, ChatGPT / Codex CLI, and Gemini CLI.", "language": "TeX", "topics": [], "created_date": "2026-03-17", "last_push_date": "2026-04-04", "url": "https://github.com/voidful/academic-skills", "homepage": "", "agents": [ "claude-code", "codex", "gemini" ], "precision_signals": [ "academic", "admission:skill_candidate", "claude code", "paper review", "paper writing", "readme_scope", "research", "skill", "skills" ], "stale": false, "verifies_citations": false, "forks": 13, "open_issues": 0, "watchers": 146, "size_kb": 276, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 8, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 298, "repo": "huh7i5/AI-prompts-writing", "stars": 145, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 37.3, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "专为学术小白打造的零门槛 AI 论文写作提示词库。彻底告别“AI八股文”与数据幻觉，只需复制粘贴，还原最真实的人类学术写作质感！", "language": "", "topics": [ "academic-writing", "chatgpt", "paper", "prompt-engineering", "prompts" ], "created_date": "2025-02-06", "last_push_date": "2026-11-10", "url": "https://github.com/huh7i5/AI-prompts-writing", "homepage": "", "agents": [], "precision_signals": [ "academic", "admission:skill_candidate", "missing_skill_signal", "paper", "readme_scope", "学术", "论文" ], "stale": false, "verifies_citations": false, "forks": 15, "open_issues": 0, "watchers": 145, "size_kb": 10015, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-11-05", "first_seen_at": "2026-11-05T09:48:29Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 299, "repo": "cLin-c/paper-skill", "stars": 143, "star_delta_1d": 1, "star_delta_7d": 5, "star_delta_30d": 24, "trend_score": 44.92, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "🎓 Claude Code skill — AI prompt library for academic paper writing, polishing, reviewing, translating and submitting to SCI/IEEE/Nature/TRO journals", "language": "HTML", "topics": [ "academic-writing", "ai", "claude-code", "latex", "llm", "paper", "prompt-engineering", "research" ], "created_date": "2026-06-12", "last_push_date": "2026-11-09", "url": "https://github.com/cLin-c/paper-skill", "homepage": "", "agents": [ "claude-code" ], "precision_signals": [ "academic", "claude code", "paper", "research", "review", "skill" ], "stale": false, "verifies_citations": false, "forks": 11, "open_issues": 2, "watchers": 143, "size_kb": 15472, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-28", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 300, "repo": "allenai/asta-bench", "stars": 143, "star_delta_1d": 0, "star_delta_7d": 1, "star_delta_30d": 1, "trend_score": 38.35, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "", "language": "Python", "topics": [], "created_date": "2025-03-21", "last_push_date": "2026-11-09", "url": "https://github.com/allenai/asta-bench", "homepage": "", "agents": [], "precision_signals": [ "admission:skill_candidate", "literature search", "missing_academic_signal", "missing_skill_signal", "readme_scope", "scientific research" ], "stale": false, "verifies_citations": false, "forks": 28, "open_issues": 20, "watchers": 143, "size_kb": 12757, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "apache-2.0", "name": "Apache License 2.0", "spdx_id": "Apache-2.0" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-29", "first_seen_at": "2026-10-29T08:49:02Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 301, "repo": "anon-research-tools/academic-literature-route", "stars": 143, "star_delta_1d": 1, "star_delta_7d": 15, "star_delta_30d": 15, "trend_score": 38.07, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "用于建立可追溯文献检索路线的 Codex 学术论文搜索 Skill", "language": "", "topics": [], "created_date": "2026-06-25", "last_push_date": "2026-06-25", "url": "https://github.com/anon-research-tools/academic-literature-route", "homepage": "", "agents": [ "codex" ], "precision_signals": [ "academic", "codex", "literature", "research", "skill", "论文" ], "stale": false, "verifies_citations": false, "forks": 4, "open_issues": 0, "watchers": 143, "size_kb": 25, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-20", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 302, "repo": "xujingchen1996/research-app-toolkit", "stars": 143, "star_delta_1d": 0, "star_delta_7d": 2, "star_delta_30d": 2, "trend_score": 33.61, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "discipline-specific", "zh": "学科专项", "en": "Discipline Specific" }, "description": "Research Application Toolkit - Claude Code plugin for PhD, MRes, MPhil applications", "language": "JavaScript", "topics": [], "created_date": "2026-04-08", "last_push_date": "2026-10-14", "url": "https://github.com/xujingchen1996/research-app-toolkit", "homepage": "", "agents": [ "claude-code" ], "precision_signals": [ "claude code", "phd", "plugin", "research" ], "stale": false, "verifies_citations": false, "forks": 3, "open_issues": 2, "watchers": 143, "size_kb": 141, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 27, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-14", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 303, "repo": "poemswe/co-researcher", "stars": 138, "star_delta_1d": 0, "star_delta_7d": 3, "star_delta_30d": 3, "trend_score": 39.05, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "literature-review", "zh": "文献综述", "en": "Literature Review" }, "description": "Academic research plugin for Claude Code with literature reviews, systematic reviews, peer review and citation checking. Every citation is verified against OpenAlex, arXiv and Europe PMC. Also works in Gemini CLI, Codex and OpenCode.", "language": "Python", "topics": [ "academic-paper", "academic-research", "academic-writing", "citation-verification", "hypothesis-testing", "literature-review", "peer-review" ], "created_date": "2025-12-29", "last_push_date": "2026-11-02", "url": "https://github.com/poemswe/co-researcher", "homepage": "https://coresearcher.poemswe.com", "agents": [ "claude-code", "codex", "opencode", "gemini" ], "precision_signals": [ "academic", "admission:skill_candidate", "claude code", "codex", "literature", "literature review", "opencode", "paper", "peer review", "readme_scope", "research" ], "stale": false, "verifies_citations": false, "forks": 17, "open_issues": 14, "watchers": 138, "size_kb": 2063, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 15, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 304, "repo": "maxwell2732/paper-replicate-agent-demo", "stars": 138, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 1, "trend_score": 17.14, "trend": { "id": "steady", "zh": "稳定", "en": "Steady" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "A structured Claude Code workflow for empirically replicating published research using UK Biobank (UKB) data, created by Chen Zhu 朱晨 | 遗传社科研究.", "language": "R", "topics": [], "created_date": "2026-02-21", "last_push_date": "2026-05-22", "url": "https://github.com/maxwell2732/paper-replicate-agent-demo", "homepage": "", "agents": [ "claude-code" ], "precision_signals": [ "claude code", "paper", "research", "workflow", "科研" ], "stale": true, "verifies_citations": false, "forks": 97, "open_issues": 1, "watchers": 138, "size_kb": 28009, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 11, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-28", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 305, "repo": "shibing624/ai-paper-analysis", "stars": 136, "star_delta_1d": 0, "star_delta_7d": 2, "star_delta_30d": 2, "trend_score": 39.48, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Daily in-depth Chinese analyses of frontier AI research papers, including topics such as LLMs, agents, RAG, and RL. AI 前沿论文中文深度解读", "language": "Python", "topics": [ "ai-paper", "ai-research", "paper-analysis" ], "created_date": "2026-03-03", "last_push_date": "2026-11-10", "url": "https://github.com/shibing624/ai-paper-analysis", "homepage": "https://ai-paper-analysis.pages.dev/", "agents": [], "precision_signals": [ "admission:skill_candidate", "missing_skill_signal", "paper", "papers", "readme_scope", "research", "学术", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 14, "open_issues": 0, "watchers": 136, "size_kb": 1224535, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "apache-2.0", "name": "Apache License 2.0", "spdx_id": "Apache-2.0" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 306, "repo": "shahidazam2020-oss/A-Systematic-Literature-Review-of-Retrieval-Augmented-Generation-RAG-Models", "stars": 135, "star_delta_1d": 0, "star_delta_7d": 1, "star_delta_30d": 1, "trend_score": 42.53, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "literature-review", "zh": "文献综述", "en": "Literature Review" }, "description": "A systematic literature review of Retrieval Augmented Generation (RAG) models, covering architectures, retrieval techniques, real world applications, performance improvements, emerging challenges, and future research directions across healthcare, education, finance, and enterprise AI.", "language": "", "topics": [], "created_date": "2026-07-26", "last_push_date": "2026-11-07", "url": "https://github.com/shahidazam2020-oss/A-Systematic-Literature-Review-of-Retrieval-Augmented-Generation-RAG-Models", "homepage": "", "agents": [], "precision_signals": [ "academic", "admission:skill_candidate", "literature", "literature review", "missing_skill_signal", "readme_scope", "research", "retrieval", "review" ], "stale": false, "verifies_citations": false, "forks": 1, "open_issues": 0, "watchers": 135, "size_kb": 5130, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-31", "first_seen_at": "2026-10-31T03:03:15Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 307, "repo": "HaonanAlex/MGMT-Paper-Skills", "stars": 132, "star_delta_1d": 0, "star_delta_7d": 1, "star_delta_30d": 5, "trend_score": 18.19, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Management research paper skills and MCP workflows for Codex and Claude", "language": "Python", "topics": [], "created_date": "2026-05-02", "last_push_date": "2026-05-02", "url": "https://github.com/HaonanAlex/MGMT-Paper-Skills", "homepage": "", "agents": [ "codex", "mcp" ], "precision_signals": [ "codex", "paper", "research", "skill", "skills" ], "stale": false, "verifies_citations": false, "forks": 18, "open_issues": 0, "watchers": 132, "size_kb": 542, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 17, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-28", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 308, "repo": "AI4Scientist/nano-scientist", "stars": 130, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 16.94, "trend": { "id": "steady", "zh": "稳定", "en": "Steady" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "An autonomous research agent that turns a topic into a peer-reviewed technical report", "language": "TeX", "topics": [ "ai-scientist", "auto-research", "autonomous-research", "autoresearch" ], "created_date": "2024-12-02", "last_push_date": "2026-06-03", "url": "https://github.com/AI4Scientist/nano-scientist", "homepage": "", "agents": [], "precision_signals": [ "academic", "admission:skill_candidate", "literature review", "missing_skill_signal", "missing_strong_academic_signal", "readme_scope", "research", "research workflow", "review" ], "stale": true, "verifies_citations": false, "forks": 21, "open_issues": 1, "watchers": 130, "size_kb": 115414, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 176, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T08:55:06Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 309, "repo": "5zjk5/prompt-engineering", "stars": 128, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 34.35, "trend": { "id": "steady", "zh": "稳定", "en": "Steady" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "prompt 工程项目案例", "language": "Python", "topics": [], "created_date": "2024-06-02", "last_push_date": "2026-10-30", "url": "https://github.com/5zjk5/prompt-engineering", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "missing_academic_signal", "missing_skill_signal", "readme_scope", "学术", "论文" ], "stale": false, "verifies_citations": false, "forks": 18, "open_issues": 1, "watchers": 128, "size_kb": 177186, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 5, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T17:00:50Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 310, "repo": "yrui-cmd/Cell", "stars": 126, "star_delta_1d": 0, "star_delta_7d": 6, "star_delta_30d": 16, "trend_score": 52.9, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "Cell 科研工作 Skill 集合：选题、计划、综述、投稿、科研绘图与 PowerPoint 编辑。", "language": "Python", "topics": [], "created_date": "2026-09-27", "last_push_date": "2026-11-09", "url": "https://github.com/yrui-cmd/Cell", "homepage": "", "agents": [], "precision_signals": [ "skill", "投稿", "科研", "综述" ], "stale": false, "verifies_citations": false, "forks": 2, "open_issues": 0, "watchers": 126, "size_kb": 2998, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 18, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-08", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 311, "repo": "PouriaRouzrokh/LatteReview", "stars": 126, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 31.42, "trend": { "id": "steady", "zh": "稳定", "en": "Steady" }, "category": { "id": "literature-review", "zh": "文献综述", "en": "Literature Review" }, "description": "This is the repository for the LatteReview python package. LatteReview is a low-code Python package designed to automate systematic literature review processes through AI-powered agents.", "language": "Jupyter Notebook", "topics": [ "ai", "deep-learning", "large-language-models", "multi-agent", "multi-agent-systems", "multiagent", "review", "review-tools" ], "created_date": "2024-12-10", "last_push_date": "2026-10-17", "url": "https://github.com/PouriaRouzrokh/LatteReview", "homepage": "https://pouriarouzrokh.github.io/LatteReview", "agents": [], "precision_signals": [ "academic", "admission:skill_candidate", "literature", "literature review", "missing_skill_signal", "readme_scope", "review" ], "stale": false, "verifies_citations": false, "forks": 15, "open_issues": 2, "watchers": 126, "size_kb": 21891, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 312, "repo": "Citrus-bit/Anaxa", "stars": 126, "star_delta_1d": 0, "star_delta_7d": 3, "star_delta_30d": 6, "trend_score": 26.16, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Anaxa 是一个面向科研工作流的开源智能体系统。它不是单纯的聊天机器人，也不是无人监管的自动发论文机器，而是把文献检索、证据审计、实验执行、论文写作、同行评审式检查和最终产物打包放进同一个可追踪的研究生命周期中。", "language": "Python", "topics": [ "agent", "agents", "css", "deepresearch", "fastapi", "harness", "langchain", "langgraph", "llm", "multi-agent", "nextjs", "nginx", "python", "react", "research", "sandbox", "subagents", "superagent", "typescript", "workflow" ], "created_date": "2026-03-30", "last_push_date": "2026-09-07", "url": "https://github.com/Citrus-bit/Anaxa", "homepage": "", "agents": [], "precision_signals": [ "research", "workflow", "文献", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 10, "open_issues": 0, "watchers": 126, "size_kb": 38156, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 29, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-28", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 313, "repo": "genggng/hermes-arxiv-agent", "stars": 123, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 36.66, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "一个基于 Hermes 的 agent skill：每天自动从 arXiv 抓取论文，用 AI 生成中文摘要和作者单位，推送到飞书，并提供本地静态阅读网站。 ", "language": "Python", "topics": [ "arxiv-papers", "hermes-agent", "skill-md" ], "created_date": "2026-04-14", "last_push_date": "2026-11-10", "url": "https://github.com/genggng/hermes-arxiv-agent", "homepage": "https://genggng.github.io/hermes-arxiv-agent/", "agents": [], "precision_signals": [ "admission:skill_candidate", "agent skill", "arxiv", "paper", "papers", "readme_scope", "skill", "论文" ], "stale": false, "verifies_citations": false, "forks": 47, "open_issues": 0, "watchers": 123, "size_kb": 5404, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:17:18Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 314, "repo": "fangqian616/consensus-pipeline", "stars": 120, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 40.34, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Multi-agent department framework for long-form complex tasks, fighting AI hallucination, validated on academic research. 共识管线：多智能体部门长线任务解决框架，对抗AI幻觉，以学术研究为验证场景。", "language": "Python", "topics": [ "academic-research", "consensus-pipeline", "deepseek-harness", "deepseek-harness-plugin", "deepseek-harness-plugins", "dsh-plugin", "dsh-plugins", "literature-review", "llm", "multi-agent", "multi-agent-debate", "python" ], "created_date": "2026-07-16", "last_push_date": "2026-11-08", "url": "https://github.com/fangqian616/consensus-pipeline", "homepage": "https://consensus-pipeline.streamlit.app/", "agents": [], "precision_signals": [ "academic", "admission:skill_candidate", "literature", "literature review", "pipeline", "plugin", "readme_scope", "research", "review", "thesis" ], "stale": false, "verifies_citations": false, "forks": 13, "open_issues": 1, "watchers": 120, "size_kb": 21680, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": true, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:17:18Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 315, "repo": "saideao/research-idea-review", "stars": 118, "star_delta_1d": 1, "star_delta_7d": 1, "star_delta_30d": 1, "trend_score": 47.52, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "literature-review", "zh": "文献综述", "en": "Literature Review" }, "description": "给研究 idea 做文献调研和多模型评审：检索论文、读全文、评质量、找空白、写 proposal，再换别家的模型做元评审，输出一份 HTML 报告。Literature review and multi-model review for a research idea, with a self-contained HTML report.", "language": "Python", "topics": [], "created_date": "2026-11-01", "last_push_date": "2026-11-02", "url": "https://github.com/saideao/research-idea-review", "homepage": "", "agents": [], "precision_signals": [ "admission:skill_candidate", "literature", "missing_skill_signal", "readme_scope", "research", "review", "论文" ], "stale": false, "verifies_citations": false, "forks": 6, "open_issues": 0, "watchers": 118, "size_kb": 406, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-11-06", "first_seen_at": "2026-11-06T09:41:05Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 316, "repo": "ace-trump-tech/Paper-Harness", "stars": 118, "star_delta_1d": 0, "star_delta_7d": 1, "star_delta_30d": 1, "trend_score": 33.45, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "experiment-reproducibility", "zh": "实验复现", "en": "Experiments" }, "description": "可审计、可复现、可恢复的多 Agent 研究工作台，可产出论文初稿 + 可独立运行的研究代码仓库 + 完整实验记录（配置、种子、指标、失败日志、SHA-256 清单）。含通用版（零基础/本科毕设）和专业版（CV 多卡实验/电网控制仿真）两条独立发行线。", "language": "Python", "topics": [ "harness-engineering", "llm-agents", "multi-agent" ], "created_date": "2026-05-27", "last_push_date": "2026-10-17", "url": "https://github.com/ace-trump-tech/Paper-Harness", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "missing_skill_signal", "paper", "readme_scope", "复现", "实验", "文献检索", "科研", "论文" ], "stale": false, "verifies_citations": false, "forks": 56, "open_issues": 0, "watchers": 118, "size_kb": 62, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:17:18Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [ "dushiqi1987/codex-remote-bridge" ], "rank": 317, "repo": "Dushiqi1987/codex-remote-Skill", "stars": 117, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 40.16, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "本地 Codex 连接服务器 Codex CLI：通过 SSH 反向隧道共享本地 HTTP 代理或直连网络，适用于 AutoDL 等 GPU 科研服务器。含 Python 转发器、PowerShell 隧道脚本、中文教程与测试。", "language": "Python", "topics": [], "created_date": "2026-10-12", "last_push_date": "2026-10-12", "url": "https://github.com/Dushiqi1987/codex-remote-Skill", "homepage": "", "agents": [ "codex" ], "precision_signals": [ "codex", "skill", "科研" ], "stale": false, "verifies_citations": false, "forks": 12, "open_issues": 0, "watchers": 117, "size_kb": 28, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-15", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 318, "repo": "tririver/arc", "stars": 116, "star_delta_1d": 0, "star_delta_7d": 3, "star_delta_30d": 3, "trend_score": 34.92, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "literature-review", "zh": "文献综述", "en": "Literature Review" }, "description": "Agent Research Copilot (ARC) is a set of skills and tools (CLI) for theoretical physics literature review, idea generation and performing calculations.", "language": "Python", "topics": [], "created_date": "2026-05-23", "last_push_date": "2026-10-15", "url": "https://github.com/tririver/arc", "homepage": "", "agents": [], "precision_signals": [ "academic", "admission:skill_candidate", "copilot", "literature", "readme_scope", "research", "research workflow", "review", "skill", "skills" ], "stale": false, "verifies_citations": false, "forks": 20, "open_issues": 0, "watchers": 116, "size_kb": 7723, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": true, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 319, "repo": "larbare12/paperfactory-from-idea-to-manuscript", "stars": 116, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 16.55, "trend": { "id": "steady", "zh": "稳定", "en": "Steady" }, "category": { "id": "paper-writing", "zh": "论文写作", "en": "Paper Writing" }, "description": "能够实现：人提供idea，agent自动帮你生成论文", "language": "Shell", "topics": [], "created_date": "2026-04-24", "last_push_date": "2026-05-19", "url": "https://github.com/larbare12/paperfactory-from-idea-to-manuscript", "homepage": "", "agents": [], "precision_signals": [ "admission:skill_candidate", "manuscript", "missing_skill_signal", "paper", "readme_scope", "文献综述", "论文" ], "stale": true, "verifies_citations": false, "forks": 0, "open_issues": 0, "watchers": 116, "size_kb": 1842, "default_branch": "master", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 11, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:17:18Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 320, "repo": "SNL-UCSB/literature-survey-skill", "stars": 115, "star_delta_1d": 0, "star_delta_7d": 1, "star_delta_30d": 1, "trend_score": 36.49, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "discipline-specific", "zh": "学科专项", "en": "Discipline Specific" }, "description": "A Claude Code skill that takes PhD students from a pile of papers to a synthesized understanding of what the field knows, what it doesn't, and where to push next. Intent → Triage → Deepen → Synthesize.", "language": "Shell", "topics": [], "created_date": "2026-03-27", "last_push_date": "2026-11-04", "url": "https://github.com/SNL-UCSB/literature-survey-skill", "homepage": "", "agents": [ "claude-code" ], "precision_signals": [ "academic", "admission:skill_candidate", "claude code", "literature", "paper", "papers", "phd", "readme_scope", "skill", "survey", "thesis" ], "stale": false, "verifies_citations": false, "forks": 2, "open_issues": 1, "watchers": 115, "size_kb": 74, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 321, "repo": "KalarisLabs/research-agent-skills", "stars": 114, "star_delta_1d": 1, "star_delta_7d": 1, "star_delta_30d": 1, "trend_score": 40.6, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Turn any AI agent into a research co-scientist: 280+ open-source agent skills for literature reviews, hypotheses, experimental design, data analysis, paper writing, citation verification and peer review. Claude Code, Codex, Cursor, Gemini CLI and any Agent Skills harness. npx skills add KalarisLabs/research-agent-skills", "language": "Python", "topics": [ "academic-research", "academic-writing", "agent-skills", "ai-agents", "bioinformatics", "citation-verification", "claude-code", "codex", "computational-chemistry", "literature-review", "machine-learning", "medicine", "open-science", "physics", "research-agent-skills", "research-paper", "research-tools", "scientific-research", "scientific-writing", "systematic-review" ], "created_date": "2026-07-07", "last_push_date": "2026-11-07", "url": "https://github.com/KalarisLabs/research-agent-skills", "homepage": "https://docs.kalarislabs.com/research-agent-skills", "agents": [ "claude-code", "codex", "cursor", "gemini" ], "precision_signals": [ "academic", "admission:skill_candidate", "agent skill", "literature", "paper", "peer review", "readme_scope", "research", "scientific research", "skill", "skills" ], "stale": false, "verifies_citations": true, "forks": 12, "open_issues": 59, "watchers": 114, "size_kb": 15703, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": true, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 281, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-11-05", "first_seen_at": "2026-11-05T02:17:59Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 322, "repo": "maxwell2732/my-submission-formatting-agent", "stars": 114, "star_delta_1d": 0, "star_delta_7d": 2, "star_delta_30d": 3, "trend_score": 18.89, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "A structured Claude Code workflow to reformat research manuscripts for any journal's submission requirements without altering scientific content, created by Chen Zhu 朱晨 | 遗传社科研究.", "language": "Python", "topics": [], "created_date": "2026-02-24", "last_push_date": "2026-03-15", "url": "https://github.com/maxwell2732/my-submission-formatting-agent", "homepage": "", "agents": [ "claude-code" ], "precision_signals": [ "claude code", "journal", "manuscript", "research", "scientific", "workflow" ], "stale": false, "verifies_citations": false, "forks": 27, "open_issues": 0, "watchers": 114, "size_kb": 3148, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 12, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-28", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 323, "repo": "AfishInLake/WordFormat", "stars": 113, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 32.89, "trend": { "id": "steady", "zh": "稳定", "en": "Steady" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "不用再手动调字体、改行距、统一标题样式了！ WordFormat 批量规范 Word 文档排版，支持： 中英文字体自动区分（如中文宋体 + 英文 Arial） 智能修复标题、正文、列表格式混乱 批量处理多文档，适配论文等常用模板 省下时间，专注内容。", "language": "Python", "topics": [ "docx", "python-docx", "skill" ], "created_date": "2026-01-14", "last_push_date": "2026-10-25", "url": "https://github.com/AfishInLake/WordFormat", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "readme_scope", "skill", "thesis", "学术", "论文" ], "stale": false, "verifies_citations": false, "forks": 9, "open_issues": 3, "watchers": 113, "size_kb": 8631, "default_branch": "master", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "apache-2.0", "name": "Apache License 2.0", "spdx_id": "Apache-2.0" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:17:18Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 324, "repo": "zhoucz97/myLearning", "stars": 113, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 16.46, "trend": { "id": "steady", "zh": "稳定", "en": "Steady" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "记录个人的学习历程。包括但不限于算法、机器学习、论文写作等。", "language": "", "topics": [], "created_date": "2021-04-21", "last_push_date": "2025-02-24", "url": "https://github.com/zhoucz97/myLearning", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "missing_skill_signal", "readme_scope", "论文" ], "stale": true, "verifies_citations": false, "forks": 13, "open_issues": 0, "watchers": 113, "size_kb": 78879, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T05:55:35Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 325, "repo": "MrLee2R/Intelligrapher", "stars": 112, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 17.44, "trend": { "id": "steady", "zh": "稳定", "en": "Steady" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "科研绘图智能助手/Intelligent Assistant for Scientific Research Illustration — Claude Code Skill", "language": "Python", "topics": [], "created_date": "2026-05-29", "last_push_date": "2026-05-29", "url": "https://github.com/MrLee2R/Intelligrapher", "homepage": "", "agents": [ "claude-code" ], "precision_signals": [ "assistant", "claude code", "research", "scientific", "skill", "科研" ], "stale": true, "verifies_citations": false, "forks": 2, "open_issues": 0, "watchers": 112, "size_kb": 413, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 2, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-09-28", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 326, "repo": "MrGeDiao/paper-reading-zh", "stars": 110, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 37.02, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "中文论文精读 skill：先说读了什么，数字标出处，查不到写未核验。Codex / Claude Code / Claude & ChatGPT Project", "language": "Python", "topics": [ "academic-papers", "agent-skills", "chatgpt", "chinese", "claude", "codex", "llm-prompts", "paper-reading" ], "created_date": "2026-05-27", "last_push_date": "2026-11-09", "url": "https://github.com/MrGeDiao/paper-reading-zh", "homepage": "", "agents": [ "claude-code", "codex" ], "precision_signals": [ "academic", "admission:skill_candidate", "claude code", "paper", "papers", "readme_scope", "skill", "skills", "论文" ], "stale": false, "verifies_citations": false, "forks": 2, "open_issues": 0, "watchers": 110, "size_kb": 463, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-11-06", "first_seen_at": "2026-11-06T02:17:21Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 327, "repo": "csmar432/finai-research", "stars": 109, "star_delta_1d": 0, "star_delta_7d": 1, "star_delta_30d": 0, "trend_score": 39.39, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Evidence-first AI workflow for economic and financial research: literature → identification → data → econometrics → verifiable LaTeX. 43 data sources, 58 method modules, 18 AI skills, 30 journal templates.", "language": "Python", "topics": [ "academic-research", "ai-agents", "causal-inference", "did", "difference-in-differences", "econometrics", "economics", "empirical-finance", "empirical-research", "finance", "latex", "llm", "mcp", "open-science", "panel-data", "python", "reproducible-research", "research-automation", "research-workflow" ], "created_date": "2026-06-15", "last_push_date": "2026-11-09", "url": "https://github.com/csmar432/finai-research", "homepage": "https://csmar432.github.io/finai-research/", "agents": [ "mcp" ], "precision_signals": [ "academic", "literature", "mcp", "research", "science", "skill", "skills" ], "stale": false, "verifies_citations": false, "forks": 4, "open_issues": 14, "watchers": 109, "size_kb": 22625, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": true, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 35, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-08-27", "first_seen_is_baseline": true }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 328, "repo": "frianasoa/Ze-Notes", "stars": 107, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 33.32, "trend": { "id": "steady", "zh": "稳定", "en": "Steady" }, "category": { "id": "literature-review", "zh": "文献综述", "en": "Literature Review" }, "description": "Zotero plugin for note management. Helping you visualize your notes and annotations efficiently. ", "language": "TypeScript", "topics": [ "ai-notes", "note", "note-manager", "note-prompt", "note-translate", "notes", "ocr", "plugin", "zotero", "zotero-addon", "zotero-plugin" ], "created_date": "2022-05-26", "last_push_date": "2026-10-28", "url": "https://github.com/frianasoa/Ze-Notes", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "literature review", "missing_academic_signal", "plugin", "readme_scope" ], "stale": false, "verifies_citations": false, "forks": 5, "open_issues": 2, "watchers": 107, "size_kb": 60315, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-11-02", "first_seen_at": "2026-11-02T09:50:45Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 329, "repo": "handsomeZR-netizen/ko5.6sol", "stars": 105, "star_delta_1d": 0, "star_delta_7d": 1, "star_delta_30d": 1, "trend_score": 23.36, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Master Anti-AI Academic Paper Refactoring & Style Guide Skill to KO GPT-5.6 SOL mechanical phrasing & defensive disclaimers", "language": "", "topics": [], "created_date": "2026-08-11", "last_push_date": "2026-08-11", "url": "https://github.com/handsomeZR-netizen/ko5.6sol", "homepage": "", "agents": [], "precision_signals": [ "academic", "paper", "skill" ], "stale": false, "verifies_citations": false, "forks": 4, "open_issues": 0, "watchers": 105, "size_kb": 11, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 2, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-02", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 330, "repo": "spectrum527/academic-automation-skill", "stars": 104, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 46.29, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "literature search and download skill", "language": "Python", "topics": [], "created_date": "2026-10-26", "last_push_date": "2026-11-06", "url": "https://github.com/spectrum527/academic-automation-skill", "homepage": "", "agents": [], "precision_signals": [ "academic", "admission:skill_candidate", "literature", "literature search", "readme_scope", "skill" ], "stale": false, "verifies_citations": false, "forks": 0, "open_issues": 0, "watchers": 104, "size_kb": 2476, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": false, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-11-01", "first_seen_at": "2026-11-01T09:32:53Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 331, "repo": "landawang-star/mathematical-modeling-review", "stars": 104, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 39.85, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "discipline-specific", "zh": "学科专项", "en": "Discipline Specific" }, "description": "数学建模评审：提供全国大学生数学建模竞赛（CUMCM）论文问题诊断、修改方案和非官方奖项预测。仅供个人非商业使用。", "language": "Python", "topics": [], "created_date": "2026-07-16", "last_push_date": "2026-11-08", "url": "https://github.com/landawang-star/mathematical-modeling-review", "homepage": "", "agents": [], "precision_signals": [ "admission:skill_candidate", "missing_skill_signal", "readme_scope", "review", "论文" ], "stale": false, "verifies_citations": false, "forks": 3, "open_issues": 1, "watchers": 104, "size_kb": 481, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "other", "name": "Other", "spdx_id": "NOASSERTION" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-11-06", "first_seen_at": "2026-11-06T09:41:05Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 332, "repo": "Aryan-Pardeshi/CiteProof-AI-MCP", "stars": 104, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 39.18, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "general-research", "zh": "综合研究", "en": "General Research" }, "description": "Open-source research assistant and MCP audit toolkit for systematic reviews: cited research reports, PRISMA tracking, evidence and claim checks, and reproducible exports with human oversight.", "language": "Python", "topics": [ "academic-research", "ai-agents", "citation-checking", "docker", "evidence-synthesis", "fastapi", "human-in-the-loop", "javascript", "langgraph", "llm", "mcp", "model-context-protocol", "multi-agent-systems", "openalex", "prisma", "python", "rag", "research-assistant", "semantic-scholar", "systematic-review" ], "created_date": "2026-07-01", "last_push_date": "2026-11-09", "url": "https://github.com/Aryan-Pardeshi/CiteProof-AI-MCP", "homepage": "https://citeproof.top/", "agents": [ "mcp" ], "precision_signals": [ "academic", "admission:skill_candidate", "assistant", "literature review", "mcp", "missing_strong_skill_signal", "readme_scope", "research", "review", "roo", "thesis" ], "stale": false, "verifies_citations": false, "forks": 9, "open_issues": 27, "watchers": 104, "size_kb": 54603, "default_branch": "main", "has_issues": true, "has_wiki": true, "has_discussions": true, "license": { "key": "mit", "name": "MIT License", "spdx_id": "MIT" }, "skills_count": 1, "skills_count_complete": true, "repository_kind": "skill", "first_seen_date": "2026-10-27", "first_seen_at": "2026-10-27T16:17:18Z", "first_seen_is_baseline": false }, { "refresh_status": "fresh", "metadata_checked_at": "2026-11-10T10:03:55Z", "pending_reason": null, "previous_names": [], "rank": 333, "repo": "AI45Lab/Awesome-Trustworthy-Embodied-AI", "stars": 100, "star_delta_1d": 0, "star_delta_7d": 0, "star_delta_30d": 0, "trend_score": 36.03, "trend": { "id": "rising", "zh": "持续增长", "en": "Rising" }, "category": { "id": "deep-research", "zh": "深度研究", "en": "Deep Research" }, "description": "", "language": "JavaScript", "topics": [], "created_date": "2025-08-20", "last_push_date": "2026-11-10", "url": "https://github.com/AI45Lab/Awesome-Trustworthy-Embodied-AI", "homepage": "", "agents": [], "precision_signals": [ "admission:related", "manuscript", "missing_academic_signal", "missing_skill_signal", "readme_scope", "thesis" ], "stale": false, "verifies_citations": false, "forks": 3, "open_issues": 0, "watchers": 100, "size_kb": 11443, "default_branch": "main", "has_issues": true, "has_wiki": false, "has_discussions": false, "license": { "key": "", "name": "", "spdx_id": "" }, "skills_count": 0, "skills_count_complete": true, "repository_kind": "related", "first_seen_date": "2026-10-28", "first_seen_at": "2026-10-28T08:55:06Z", "first_seen_is_baseline": false } ] }