#SkillRepo stars

1. 1Researchmattpocock/skillsInvestigate a question against high-trust primary sources and capture the findings as a Markdown file in the repo. Use when the user wants a topic researched, docs or API facts gathered, or reading legwork delegated to a background agent.308k
2. 2Deep Researchaffaan-m/ECCMulti-source deep research using firecrawl and exa MCPs. Searches the web, synthesizes findings, and delivers cited reports with source attribution. Use when the user wants thorough research on any topic with evidence and citations.294k
3. 3Deep Researchaffaan-m/ECCコンテキスト深い研究を実施し、複雑なテーマについての権威ある答えを生成します。複数のソースをキュレート、相互参照、合成してコンテキスト内の完全な画像を構築します。294k
4. 4Exa Searchaffaan-m/ECCNeural search via Exa MCP for web, code, and company research. Use when the user needs web search, code examples, company intel, people lookup, or AI-powered deep research with Exa's neural search engine.294k
5. 5Market Researchaffaan-m/ECCConduct market research, competitive analysis, investor due diligence, and industry intelligence with source attribution and decision-oriented summaries. Use when the user wants market sizing, competitor comparisons, fund research, technology scans, or research that informs business decisions.294k
6. 6Research Opsaffaan-m/ECC証拠優先のECC現状調査ワークフロー。ユーザーが現在の公開証拠と提供されたローカルコンテキストに基づいて最新の事実、比較、情報の充実、または推奨事項を求める場合に使用する。294k
7. 7Scientific Db Pubmed Databaseaffaan-m/ECC生物医学文献、MeSH クエリ、PMID 検索、引用取得、および API を利用した文献モニタリングのための PubMed および NCBI E-utilities の直接検索ワークフロー。294k
8. 8Scientific Pkg Ggetaffaan-m/ECCゲノムデータベースへのクイック検索、配列検索、BLAST スタイルの検索、エンリッチメントチェック、および再現可能なバイオインフォマティクス証拠ログのための gget CLI および Python ワークフロー。294k
9. 9Scientific Thinking Literature Reviewaffaan-m/ECC学術、生物医学、技術、科学的なトピックに対するシステマティックな文献レビューワークフロー。検索計画、ソースのスクリーニング、統合、引用確認、証拠ログを含む。294k
10. 10Scientific Thinking Scholar Evaluationaffaan-m/ECC論文、提案書、文献レビュー、方法論セクション、証拠の質、引用サポート、研究論文フィードバックのための構造化された学術的作業評価。294k
11. 11Search Firstaffaan-m/ECCコーディング前の調査ワークフロー。カスタムコードを書く前に既存のツール、ライブラリ、パターンを検索します。researcher エージェントを呼び出します。294k
12. 12User Personasphuryn/pm-skillsCreate refined user personas from research data — 3 personas with JTBD, pains, gains, and unexpected insights. Use when building personas from survey data, creating user profiles from research, or segmenting users for product decisions.28k
13. 13Reddit Fetchykdojo/claude-code-tipsFetch content from Reddit via its JSON API using a browser session (DuckDuckGo-hop unlock). Use when accessing Reddit URLs, researching topics on Reddit, or when Reddit returns 403/blocked errors.10k
14. 14Company Researchdeanpeters/Product-Manager-SkillsCreate a company research brief with executive quotes, product strategy, and org context. Use when preparing for interviews, competitive analysis, partnerships, or market-entry work.7.8k
15. 15Discovery Interview Prepdeanpeters/Product-Manager-SkillsPlan customer discovery interviews with the right goal, segment, constraints, and method. Use when preparing interviews for problem validation, churn research, or new product ideas.7.8k
16. 16Proto Personadeanpeters/Product-Manager-SkillsCreate a proto-persona from current research, market signals, and team knowledge. Use when you need a working customer profile before deeper validation.7.8k
17. 17Darwin Skillalchaincyf/darwin-skillDarwin Skill 2.0 (达尔文.skill 2.0): autonomous skill optimizer, v2.0 integrates Microsoft Research SkillLens (arXiv 2605.23899) 9-dim rubric + SkillOpt (arXiv 2605.23904) validation-gated design + human-in-the-loop checkpoints. Evaluates SKILL.md files using a 9-dimension rubric (structure + effectiveness + meta-skill blacklists), runs hill-climbing with git version control, spawns independent judge agents for blind evaluation, validates improvements through test prompts with auto-break on diminishing returns, and generates visual result cards. Use when user mentions "优化skill", "skill评分", "自动优化"6.7k
18. 18Auto Empirical Research Skillsbrycewang-stanford/Auto-Empirical-Research-SkillsRoute empirical-research requests through the Auto-Empirical Research Skills catalog when this whole repository is installed as one skill in Codex, CodeBuddy, Claude Code, or another IDE. Use to choose and load the right vendored AERS skill for causal inference, econometrics, replication, data acquisition, manuscript writing, peer review and referee responses, citation checking, de-AIGC editing, or full empirical-paper workflows, or an end-to-end run from raw data all the way to a finished Word (.docx) manuscript, without reading the entire repository at once.4.8k
19. 19Serenity Skillmuxuuu/serenity-skillResearch technology and advanced-manufacturing investments using Serenity-inspired supply-chain bottleneck analysis. Use for theme scans, company thesis challenges, candidate comparisons, or learning this method. Prioritize A-shares unless another market is requested. Return research priorities, dated evidence, profit implications, and conditions that would change the judgment.4.1k
20. 20Research Writing AssistantNorman-bury/research-writing-skillUse when writing academic papers, theses, or research articles - supports brainstorming, chapter writing, literature review, and LaTeX output3.6k
21. 21Academic HumanizerAIScientists-Dev/academic-humanizerImprove the clarity and voice of AI-assisted academic writing (papers, theses, rebuttals) and funding proposals (NSF Project Summary/Description, NIH Specific Aims): preserve scholarly conventions, match claims to evidence (and, for proposals, claims to feasibility), and match the author's own voice. It never changes a number, result, or citation, and it is not for evading AI-use disclosure. Use when editing AI-assisted academic prose or grant proposals.3.1k
22. 22Interview Coachnoamseg/interview-coach-skillHigh-rigor interview coaching skill for job seekers. Use when someone wants structured prep, transcript analysis, practice drills, storybank management, or performance tracking. Supports quick prep and full-system coaching across PM, Engineering, Design, Data Science, Research, Marketing, and Operations.2.5k
23. 23Ex Ussr Kinship ResearchDenisSergeevitch/ex-ussr-kinship-researchИсследует родственные связи и семейную историю по персональным данным и документам с фокусом на бывший СССР, СССР и Российскую империю. Использовать для генеалогического поиска, сопоставления однофамильцев, архивных, метрических, военных, миграционных и репрессивных записей, построения доказательной цепочки и итогового отчёта. Не использовать для слежки за живыми людьми, поиска их текущих контактов или адресов, доступа к закрытым данным, обхода защиты и утверждения биологического родства без независимого подтверждения. EN — evidence-first genealogy and family-history research for the former US1.4k
24. 24Deep Research199-biotechnologies/claude-deep-research-skillUse when the user needs multi-source research with citation tracking, evidence persistence, and structured report generation. Triggers on "deep research", "comprehensive analysis", "research report", "compare X vs Y", "analyze trends", or "state of the art". Not for simple lookups, debugging, or questions answerable with 1-2 searches.1.2k
25. 25X Researchrohunvora/x-research-skillGeneral-purpose X/Twitter research agent. Searches X for real-time perspectives, dev discussions, product feedback, cultural takes, breaking news, and expert opinions. Works like a web research agent but uses X as the source. Use when: (1) user says "x research", "search x for", "search twitter for", "what are people saying about", "what's twitter saying", "check x for", "x search", "/x-research", (2) user is working on something where recent X discourse would provide useful context (new library releases, API changes, product launches, cultural events, industry drama), (3) user wants to find w1.2k
26. 26Firecrawlfirecrawl/cliAny live-web task via the Firecrawl CLI — including ordinary web research: searching the web, reading or extracting pages, gathering sources, discovering site URLs, bulk extraction, downloading a site, change alerts, or pages needing clicks/login — web only; local files route to firecrawl-parse. For US legal or regulatory questions use gov; for papers use firecrawl-research-index; for library, API, error, or bug questions use firecrawl-developer-index.676
27. 27PaperjurySpark-To-Paper-Skills/paperjuryThree modes for CS-conference papers (CVPR/ICCV/ECCV vision, ACL/EMNLP/NAACL NLP, ICLR/NeurIPS/ICML/AAAI ML). DIRECT-EDIT mode (common): the user describes a change in Chinese or English and the manuscript (LaTeX or Markdown) is edited directly through a CS-venue writing toolkit with author sign-off (use for 改这段 / 把中文想法写成 latex / polish / de-AI / translate / compress a passage). REVIEW mode (occasional, pre-submission): harden the paper through an adversarial courtroom review engine (N holistic domain reviewers / contestability routing / two-sided trial / three-way verdict / clerk-converged mu1.2k
28. 28Vibe CheckTexasBedouin/vibe-checkTurn a complete beginner's app idea into a buildable plan, then keep them oriented while they build. Use it whenever someone who has never coded wants to build or "vibe code" an app, has an idea but no idea where to start, or wants it turned into a plan, MVP scope, tech stack, user flows, or blueprint. It has three on-ramps: the full journey, a validate-only pass ("is my idea worth building", "reality-check this idea"), and a plan-only path for someone arriving with validation done ("I already validated my idea", "I have the research, just plan my MVP", "skip the research"). ALSO use it when a631
29. 29Deep Researchsanjay3290/ai-skillsExecute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10 minutes but produces detailed, cited reports. Costs $2-5 per task.448
30. 30Equity ResearchrollingSirius/equity-research-skill撰写机构级个股投资研究报告（二级市场深度研究）。Use whenever the user wants to research, analyze, or value a specific publicly-traded stock — e.g. "研究/分析一下某只股票（公司名或代码）"、"帮我看看 NVDA 值不值得买"、"给某只股票写一份投研报告/研报"、"is this stock a buy / overvalued / fairly valued"，或针对某个具名上市公司询问 估值/护城河/财报/目标价/多空逻辑/投资建议（valuation, moat, fundamentals, fair value, price target, bull/bear case），以及财报/季报/年报/业绩会/电话会/指引更新/earnings review/results/10-Q/10-K/earnings call/guidance update。只要出现「公司名或股票代码 + 任何投研意图」就应触发，即使用户没有明确说"报告"二字。覆盖美股、港股、A股，含 A/H 双重上市与中概 VIE/ADR 结构分析。技能会跑完整流程：按一手披露优先级探测数据并自动降级标注；以预期差（市场隐含 vs 独立预期）为分析主线，产出结构化九章研报——估值一律由脚本计算，反向 DCF+PVGO、三469
31. 31LazywebLazywebHQ/lazyweb-skillUse Lazyweb to find real product evidence, improve conversion, and turn research into clear product decisions.464
32. 32Jev Socialsocai-io/jev-socialRun browser-grounded, read-only social research through Jev Social when a user wants posts, profiles, comments, video evidence, or a source-linked report from Instagram, TikTok, or LinkedIn and the local socai CLI reports support for that platform. Do not use for publishing, engagement actions, or general web research.193
33. 33Nature Academic Searchwp-a/nature-academic-searchUse when users ask to 找文献、做文献检索、查论文、查临床试验、核验引用、去重文献、设计 PubMed/MeSH 检索式、追踪上下游引文、解析 DOI/PMID/PMCID/arXiv/OpenAlex/Semantic Scholar/NCT ID， 或导出 RIS、BibTeX、NBIB、ENW；also use for multi-source academic search, citation verification, citation graphs, trial registration search, research workflows, or DeepSeek Harness academic-search MCP setup.362
34. 34Research Toolkitrrrrrredy/research-toolkitUse for substantial, source-backed research, long reports, revisions and updates. Understand requirements, develop analysis through substantive research collaboration, and deliver a complete report after independent review, audit and acceptance.310
35. 35Good QuestionRimagination/good-questionUse when a researcher is choosing, framing, refining, or stress-testing a research question, hypothesis, thesis topic, project idea, grant direction, paper angle, or stalled research direction.312
36. 36Vibe Prospectingexplorium-ai/vibeprospecting-pluginFind company & contact data. Turn your agent into a prospecting platform. Get contact information, roles, tech stack, business events, website changes, intent data. Build lead lists, research prospects, identify talent. 150M+ companies, 800M+ professionals, 50+ data sources.289
37. 37X2strategyALAGENT-HKU/x2strategyALAGENT X2Strategy: any research input (PDF paper, Markdown draft, DOCX report, text notes, or keyword search) → structured strategy specification → executable Backtrader code → backtest → diagnosis report. Two core capabilities: (1) paper2spec extracts multi-strategy specs from any document via 5-layer LLM extraction, and (2) spec2code generates validated Backtrader code, runs backtests, and compares against paper metrics. Use this skill whenever the user wants to analyze a quant paper, extract trading strategies, generate strategy code, run a backtest, search for papers, or go end-to-end fro282
38. 38Geng Academic Fraud Detectorwooly99/geng-academic-fraud-detector学术论文打假检测器，致敬耿同学。分析学术论文 PDF，检测数据造假、图片复用/拼接、Western blot 操纵、统计异常等学术不端行为。当用户提供论文 PDF 要求"查重"、"打假"、"检测造假"、"论文分析"、"学术打假"时使用。281
39. 39DeepdiveSocialpranker/deepdiveMeta-research под вопрос или решение: веб-поиск, источники, Q&A отчёт с цитатами по файлам для повторного использования. Использовать для деск-ресёрча, валидации гипотезы, «как устроен X». Триггеры: «deepdive», «сделай ресёрч», «исследуй», «копни глубоко», «ресёрчни».369
40. 40Multi Source Searchsandbaseai/sandbase-skillsPortable multi-source research with cross-source validation and an offline evidence ledger. Use for fact-checking, comprehensive research, or any question requiring multiple independent perspectives; work with the host agent's search tools and optionally add SandBase Tavily, Exa, Scholar, and Cloudsway coverage.204
41. 41AnimaGarinmckayl/animaCreate crafted, accurate visualizations of anatomy, neurobiology, pharmacology, drugs, cells, and molecular biology. Show real biological structures and make their mechanisms visible, using literal anatomy or a clearly identified mechanical metaphor. Build interactive isometric SVG figures with sourced numbers, accessible motion, optional WebGL, a framed card and live readout. Use for biological explainers, educational illustrations, documentation and interactive figures.260
42. 42Paper Finderbchao1/paper-finderFinds and organizes ML, CV, NLP, and AI research papers based on textual descriptions and keywords. Searches across arxiv, Google Scholar, Semantic Scholar, and top venues (CVPR, ECCV, ICCV, NeurIPS, ICML, ICLR, SIGGRAPH, SIGGRAPH Asia, EMNLP, ACL, CoRL, RSS, AAAI, IJCAI, WACV, BMVC, MICCAI, KDD, WWW, NAACL, COLM, and more). Maintains a persistent memory bank of discovered papers, a mind-graph linking papers to topics, individual paper summaries, and BibTeX entries. Use this skill whenever the user wants to find papers, search for related work, build a literature review, discover what exists o241
43. 43Paper Search ProO0000-code/paper-search-proFind academic papers across up to 8 sources (OpenAlex / Semantic Scholar / CrossRef / PubMed / arXiv for English, OpenReview for AI venues, plus native-Chinese retrieval via NSSD 国家哲社文献中心 + yiigle 中华医学期刊) with adjustable depth — Quick scan (5 min) to Audit prep (3 hr). Use when the user wants to find papers, run a literature search, gather references, scope a research topic, search Chinese-language / 中文原生 literature (中文文献/中文核心/CSSCI/C刊/国内研究/国内文献/中华××期刊/心理学报/经济研究), or filter results by journal tier (中科院分区/一区/几区, Q1, JCR/SJR quartile, 影响因子/impact factor, 期刊分区, 顶刊/top journal, '按分区筛'), or export 223
44. 44Happy Figure SkillBAIKEMARK/happy-figure-skillUse when 用户想根据论文、科研文档、研究文本、图注、开题/答辩材料或具备读图条件的参考图生成可复制的 AI 科研绘图提示词；触发场景包括论文配图、科研绘图、图形摘要、Graphical Abstract、机制图、技术路线图、实验装置图、模型架构图、多面板对比图、汇报总览图、参考图风格迁移、未知领域母版生成，或上传/引用 PDF、Word、LaTeX、Markdown、摘要、方法段、图注、课题说明、研究方案、参考图片。Also use when the user asks for scientific figure prompts, research illustration prompts, graphical abstract prompts, mechanism diagrams, technical roadmaps, experimental setup diagrams, model architecture diagrams, multi-panel scientific figures, paper/conference figures, or AI image prompts based on papers, research documents, abstracts, methods sections, figure captions, proposals177
45. 45Research Modeassafkip/research-modeAnti-hallucination research mode. Toggle on to enforce citation requirements, source grounding, and "I don't know" behavior. Toggle off for creative work.154
46. 46PapercashJesseovo/PaperCash使用本地 Python CLI 辅助论文检索、摘要级文献整理、DOI 引用格式化、Word 格式检查、查重预检和写作修改。涉及“降AI率”时只提供表达建议；不把检索结果当成全文阅读或正式查重结果。159
47. 47Research Junshijunshi-research/research-junshiPersonalized academic literature digests and ranked research ideas grounded in the researcher's papers and persistent memory. Use for research brainstorming, daily paper discovery, strategic research advice, and updating research interests, projects, or feedback.129
48. 48Alpha InsightsEricyoung-183/alpha-insightsBusiness Analyst Skill. Triggered when users ask about business analysis, industry research, competitive analysis, product analysis, business model analysis, business opportunity discovery, market entry strategy, investment decisions, strategic planning, due diligence, and other strategic topics. Delivers in-depth, decision-grade HTML research reports through a seven-stage workflow (Briefing → Framing → Planning → Research → Insights → Report → Iteration).71