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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Researches a GitHub repository over four rounds using the GitHub API and web search, then writes a structured markdown report with timeline, metrics and Mermaid diagrams. | bytedance/ | 84k | 4 repos | ~1.3k | Automated safety check: Pass | MIT | today |
| 2 | Research what people actually say about any topic in the last 30 days. | mvanhorn/ | 64k | — | ~7.9k | Automated safety check: Notes | MIT | yesterday |
| 3 | Comprehensive news aggregator that fetches, filters, and deeply analyzes real-time content from 44+ sources including Hacker News, Lobsters, Dev.to, GitHub, arXiv, Hugging Face Papers, AIHOT, TLDR… | cclank/ | 1.3k | — | ~2.1k | Automated safety check: Pass | No licence | 4 mo ago |
| 4 | 4.Esmfold2 Biohub ESMFold2 / ESMFold2-Fast all-atom co-folding (Candido et al. | JimLiu/ | 227 | 4 repos | ~2.5k | Automated safety check: Pass | Apache-2.0 | 3 mo ago |
| 5 | Read and search GitHub repository documentation via gitmcp.io MCP service. | AgentTeam-TaichuAI/ | 671 | 2 repos | ~638 | Automated safety check: Pass | No licence | 5 mo ago |
| 6 | Daily paper/repo digest where YOU are the reader. An agent skill from AI45Lab/iDeer. | AI45Lab/ | 416 | — | ~2.3k | Automated safety check: Notes | AGPL-3.0 | 2 mo ago |
| 7 | Deterministic deep research via RivalSearchMCP. An agent skill from damionrashford/RivalSearchMCP. | damionrashford/ | 132 | — | ~796 | Automated safety check: Pass | MIT | yesterday |
| 8 | Build a markdown baseline table for a research topic using deepxiv search, brief, head, and experiment-section reads, extracting paper title, URL, open-source status, datasets, benchmark scores, and… | DeepXiv/ | 804 | — | ~1.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 9 | Distill a real boss into an AI skill, or generate a boss skill from a famous entrepreneur archetype such as Elon Musk, Steve Jobs, Jeff Bezos, or Jensen Huang, or build a persona from free public… | vogtsw/ | 249 | — | ~1.9k | Automated safety check: Notes | No licence | 4 mo ago |
| 10 | Finds and clones missing code repositories for a chosen research idea, then writes a survey that maps academic concepts to their implementations. | LigphiDonk/ | 738 | — | ~3.6k | Automated safety check: Pass | MIT | 5 mo ago |
| 11 | 11.Research Build, extend, AND query a persistent LLM-maintained wiki for any research topic. | iusztinpaul/ | 179 | — | ~17k | Automated safety check: Pass | MIT | 3 mo ago |
| 12 | Set up this repository's BibTeX Verifier and check a user's .bib file, then explain citation matches, warnings, missing records, and API failures. | Altman-conquer/ | 132 | — | ~655 | Automated safety check: Pass | MIT | 10 days ago |
| 13 | 13.Ticket Writes a developer-ready GitHub ticket for the GLIDE dev team, from any input: research paper (arXiv, PDF, screenshots, reference implementation), refactoring request, documentation task, or… | EmertonData/ | 119 | — | ~1.8k | Automated safety check: Pass | Unknown | yesterday |
| 14 | 14.Mako Lore 穗织世界观、神话与诅咒、身边人物、API速查表——常陆茉子的背景知识库，自动加载. An agent skill from liebaojun/MakoCode. | liebaojun/ | 155 | — | ~692 | Automated safety check: Pass | Unknown | 1 mo ago |
| 15 | Fetches Hugging Face paper pages as markdown and reads paper metadata through the papers API when you share a paper URL, an arXiv link or an arXiv ID. | huggingface/ | 11k | 3 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 16 | Implements a new bioinformatics tool wrapper in proto-tools using a parallelized agent pipeline. | evo-design/ | 135 | — | ~15k | Automated safety check: Notes | MIT | 2 days ago |
| 17 | A skill your agent uses when the user provides a paper, arXiv link, technical report, model card, checkpoint name, GitHub repository, or local codebase and asks to research, explain, compare, or… | mingti-org/ | 130 | — | ~1.8k | Automated safety check: Pass | MIT | 3 days ago |
| 18 | Prepare and publish a TIGER release by keeping implementation, tests, source and hosted documentation, citations, version metadata, GitHub, and PyPI artifacts synchronized. | safreita1/ | 164 | — | ~1.8k | Automated safety check: Pass | MIT | 26 days ago |
| 19 | Clusters the latest news-feed results by topic and writes a briefing of research idea seeds with citations, plus a structured seeds file, without crawling new sources. | OpenLAIR/ | 1.2k | — | ~1.3k | Automated safety check: Notes | Unknown | 22 days ago |
| 20 | 20.Researcher Research current topics with multiple sources and produce a structured brief, comparison, recommendation, or fact-check. | understudy-ai/ | 462 | — | ~1.2k | Automated safety check: Pass | MIT | 3 mo ago |
| 21 | Use gitcrawl to search duplicate OpenClaw PRs/issues, group related work in prtags, and sync duplicate state to GitHub. | openclaw/ | 392k | — | ~4k | Automated safety check: Pass | MIT | today |
| 22 | Find and read academic papers: disambiguate queries, discover papers (search, citation traversal, recommendations, arXiv monitoring, trending, GitHub search), evaluate (TLDR, citations, code, SOTA)… | AI4Scientist/ | 128 | — | ~7.7k | Automated safety check: Notes | No licence | 4 mo ago |
| 23 | Searches Hugging Face Hub, OpenML, GitHub and paper references for datasets that fit a research task and returns a ranked, de-duplicated table. | OpenLAIR/ | 1.2k | — | ~741 | Automated safety check: Pass | Unknown | 22 days ago |
| 24 | Search GitHub issues, PRs, code, and discussions using the gh CLI. | aaif-goose/ | 155 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | 3 mo ago |
| 25 | Deploys a static page (research paper, portfolio piece) for free from a GitHub repo using GitHub Pages — setup, file layout, verification, and recording the final URL. | flyrank-bih/ | 140 | — | ~564 | Automated safety check: Pass | Unknown | 1 mo ago |
| 26 | Search GitHub, Stack Exchange, Chinese technical communities, official documentation, and general developer web sources for software errors, compatibility problems, API usage questions, and… | wanshuiyin/ | 17k | 1 repo | ~3.7k | Automated safety check: Pass | MIT | 2 days ago |
| 27 | 27.Diffdock Predict small-molecule binding poses with DiffDock-L (Corso et al. | JimLiu/ | 227 | 4 repos | ~1.1k | Automated safety check: Pass | Apache-2.0 | 3 mo ago |
| 28 | Guides triaging GitHub issues and drafting or posting replies in this repo. | antoinecellerier/ | 143 | — | ~2k | Automated safety check: Pass | MIT | yesterday |
| 29 | Zero-cost fallback for the argo search skill, wrapping 29 local engines for web, news, academic, code and reference queries when paid API quota should be saved. | taxueseek/ | 186 | — | ~949 | Automated safety check: Pass | MIT | 3 days ago |
| 30 | Analyze a software repository at the latest remote main commit and turn its implemented architecture into a citation-backed interactive isometric system map with a legend, selectable infrastructure… | tamdogood/ | 220 | — | ~3k | Automated safety check: Notes | MIT | 1 mo ago |
| 31 | Monitor the continuing public performance and conversation around Eunomia blogs, reports, projects, and platform posts. | eunomia-bpf/ | 236 | — | ~1.6k | Automated safety check: Pass | MIT | yesterday |
| 32 | Turns papers, repositories, logs or notes into an Agent-Native Research Artifact with claims, concepts, configs, an exploration graph and grounded evidence. | Orchestra-Research/ | 13k | — | ~3.7k | Automated safety check: Pass | MIT | 3 mo ago |
| 33 | A skill your agent uses for general web research that needs current online information, multiple source angles, and synthesis, when no more specific research skill applies. | Citrus-bit/ | 120 | — | ~1.9k | Automated safety check: Pass | MIT | 1 mo ago |
| 34 | Convert a LaTeX research paper into a policy brief, 1-page summary, or 5-page summary for a general audience, with factual review and a standalone HTML page for GitHub Pages. | claesbackman/ | 495 | — | ~4k | Automated safety check: Notes | MIT | 14 days ago |
| 35 | 35.Datalad Retrieves, versions, and publishes scientific datasets with DataLad and git-annex, and captures computational provenance with datalad run, rerun, and containers-run. | K-Dense-AI/ | 48k | 1 repo | ~4.4k | Automated safety check: Notes | MIT | 4 days ago |
| 36 | 36.Alphafold2 Predict protein structure for monomers and multimers with AlphaFold2 via the ColabFold runner (Mirdita et al. | JimLiu/ | 227 | 4 repos | ~1.2k | Automated safety check: Pass | Apache-2.0 | 3 mo ago |
| 37 | 37.Boltz Structure prediction for protein, nucleic-acid, and small-molecule complexes with Boltz-2 (Passaro & Wohlwend et al. | JimLiu/ | 227 | 4 repos | ~1.3k | Automated safety check: Pass | Apache-2.0 | 3 mo ago |
| 38 | 38.Chai1 Structure prediction for protein, nucleic-acid, and small-molecule complexes with the Chai-1 foundation model (Chai Discovery 2024, github.com/chaidiscovery/chai-lab). | JimLiu/ | 227 | 4 repos | ~1.2k | Automated safety check: Pass | Apache-2.0 | 3 mo ago |
| 39 | 39.Ligandmpnn Inverse-fold a backbone with ligand, nucleic-acid, and metal context using LigandMPNN (Dauparas et al. | JimLiu/ | 227 | 4 repos | ~1.5k | Automated safety check: Pass | Apache-2.0 | 3 mo ago |
| 40 | 40.Proteinmpnn Inverse-fold a protein backbone (PDB structure) into amino-acid sequence with ProteinMPNN (Dauparas et al. | JimLiu/ | 227 | 4 repos | ~1.1k | Automated safety check: Pass | Apache-2.0 | 3 mo ago |
| 41 | Adaptive access for blocked websites — tries every method until one works. | fivetaku/ | 128 | — | ~5.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 42 | 42.Deepapi Use DeepAPI for all web search, deep research, and web scraping (websites, LinkedIn, GitHub, X/Twitter, YouTube, Instagram) instead of built-in search, research, fetch, or browser tools. | davidondrej/ | 4.1k | — | ~2.5k | Automated safety check: Pass | MIT | yesterday |
| 43 | 43.Sharingan Replicate knowledge from any source as sd0x-dev-flow skill definition. | sd0xdev/ | 192 | — | ~2.3k | Automated safety check: Pass | MIT | yesterday |
| 44 | Share your completed meta-analysis project to the htlin222/meta-pipe GitHub Discussions board. | htlin222/ | 139 | — | ~1.2k | Automated safety check: Pass | Unknown | 17 days ago |
| 45 | Explore and analyze GitHub repositories related to a research topic. | lingzhi227/ | 386 | — | ~4.1k | Automated safety check: Pass | No licence | 7 mo ago |
| 46 | 46.Start Design Start design for a GitHub issue - creates design doc from research/ideas, updates status to Todo | Log2n-io/ | 250 | — | ~3.9k | Automated safety check: Pass | Unknown | yesterday |
| 47 | 47.Academic Aio A skill your agent uses when a medical AI paper should be found and cited by AI search engines and RAG tools. | Aperivue/ | 331 | — | ~4.8k | Automated safety check: Pass | MIT | 4 days ago |
| 48 | 48.Research Focused research investigations. An agent skill from SethGammon/Citadel. | SethGammon/ | 923 | — | ~3.3k | Automated safety check: Pass | MIT | yesterday |
