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Skill catalog

289research & science agent skills synced from skills.sh, with their install counts. Read them here, or let your agent fetch the right one through the Graph-of-Skills MCP server.

Want your agent to use these? Set up Graph-of-Skills or get a free key. How these skills are sourced and what we check. Cannot find one? Your agent can write a skill for your own library. Have skills of your own? Install one on another machine. A skill that comes from GitHub shows its npx skills add command on its page.

  1. Vehicle routing (VRP, TSP, PDP) — problem types and data requirements. Domain concepts; no API or interface.

    1,267 installs
  2. why neolabhq/context-engineering-kit

    Iterative Five Whys root cause analysis drilling from symptoms to fundamentals

    1,240 installs
  3. competitor-intel ognjengt/founder-skills

    Analyzes competitors using web research to provide verified business metrics, actionable leverage strategies, and predicted next moves. Use when user needs competitive intelligence, competitor analysis, market positioni…

    1,233 installs
  4. predictingthepast google-deepmind/science-skills

    Ancient text restoration, attribution, dating, contextualization, and embedding via Aeneas (Latin) / Ithaca (Ancient Greek). Use when asked to "restore", "attribute", "date", "contextualize", "find parallels", "where wa…

    1,233 installs
  5. paper-spine wubing2023/paperspine

    Research, write, review and deliver evidence-bound papers in one task, with user choices, real files, editable outputs and same-task revision.

    1,219 installs
  6. brainstorming-research-ideas orchestra-research/ai-research-skills

    Guides researchers through structured ideation frameworks to discover high-impact research directions. Use when exploring new problem spaces, pivoting between projects, or seeking novel angles on existing work.

    1,210 installs
  7. cause-and-effect neolabhq/context-engineering-kit

    Systematic Fishbone analysis exploring problem causes across six categories

    1,204 installs
  8. competitive-research-snapshot deanpeters/product-manager-skills

    Research a competitive landscape with cited snapshots, a comparison matrix, and so-what implications. Use when a product decision needs competitive grounding, not a market report.

    1,194 installs
  9. research-summarizer alirezarezvani/claude-skills

    Structured research summarization agent skill for non-dev users. Handles academic papers, web articles, reports, and documentation. Extracts key findings, generates comparative analyses, and produces properly formatted…

    1,191 installs
  10. Systematic literature-review workflow for academic, biomedical, technical, and scientific topics, including search planning, source screening, synthesis, citation checks, and evidence logging. Use when the task is to fi…

    1,182 installs
  11. product-demand-research scrapecreators/social-media-research-skills

    Use when the user wants to validate a product idea, find pain points, mine demand signals, discover objections, or gather voice-of-customer language from Reddit, social posts, video transcripts, and comments. Produces e…

    1,181 installs
  12. competitive-analysis-process deanpeters/product-manager-skills

    Orchestrate a complete competitive analysis across six steps, from landscape to strategic direction. Use when you need the full picture, not a single scan or card.

    1,180 installs
  13. deep-research jezweb/claude-skills

    Deep research and discovery before building something new. Explores local projects for reusable code, researches competitors, reads forums and reviews, analyses plugin ecosystems, investigates technical options, and pro…

    1,178 installs
  14. memory-literary-analysis basicmachines-co/basic-memory

    Analyze a complete literary work into a structured Basic Memory knowledge graph: schema design, entity seeding, chapter-by-chapter processing, cross-referencing, and validation.

    1,172 installs
  15. creative-thinking-for-research orchestra-research/ai-research-skills

    Applies cognitive science frameworks for creative thinking to CS and AI research ideation. Use when seeking genuinely novel research directions by leveraging combinatorial creativity, analogical reasoning, constraint ma…

    1,170 installs
  16. memory-research basicmachines-co/basic-memory

    Research an external subject on the web and synthesize it into a structured Basic Memory note. Use when asked to research a company, person, technology, or topic, or given a bare name or URL.

    1,170 installs
  17. sector-overview anthropics/financial-services

    Create comprehensive industry and sector landscape reports covering market dynamics, competitive positioning, key players, and thematic trends. Use for client requests, sector initiations, thematic research pieces, or i…

    1,169 installs
  18. propose-hypotheses neolabhq/context-engineering-kit

    Execute complete FPF cycle from hypothesis generation to decision

    1,158 installs
  19. go-rust-reverse zhaoxuya520/reverse-skill

    Use for reverse engineering stripped Go and Rust binaries including runtime recognition, pclntab/moduel data recovery, panic strings, and idiomatic decompilation recovery.

    1,151 installs
  20. cnki-search cookjohn/cnki-skills

    Search CNKI (中国知网) for papers by keyword. Use when the user wants to find academic papers on a topic.

    1,147 installs
  21. battle-card-builder deanpeters/product-manager-skills

    Research and draft a competitive battle card from public evidence — every claim labeled and sourced. Use when a rep needs a field-action card, not a research report.

    1,144 installs
  22. arxiv-search yorkeccak/scientific-skills

    Search arXiv physics, math, and computer science preprints using natural language queries. Powered by Valyu semantic search.

    1,137 installs
  23. scientific-critical-thinking davila7/claude-code-templates

    Evaluate research rigor. Assess methodology, experimental design, statistical validity, biases, confounding, evidence quality (GRADE, Cochrane ROB), for critical analysis of scientific claims.

    1,123 installs
  24. Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback. Use when evaluating academic or scientific work — pape…

    1,118 installs
  25. radio-sdr zhaoxuya520/reverse-skill

    Use for authorized RF/SDR security research including signal identification, replay feasibility study in shielded labs, and wireless protocol analysis outside classic Wi-Fi.

    1,117 installs
  26. last30days-cn jesseovo/last30days-skill-cn

    Research what Chinese internet users actually said in the last 30 days across Weibo, Xiaohongshu (RED), Bilibili, Zhihu, Douyin, WeChat public accounts, Baidu and Toutiao: engagement-weighted ranking, cross-platform clu…

    1,116 installs
  27. facebook-research postplusai/postplus-skills

    Research public Facebook pages, groups, posts, reels, comments, ads, events, marketplace listings, and profiles for audience or competitor evidence.

    1,111 installs
  28. Direct PubMed and NCBI E-utilities search workflows for biomedical literature, MeSH queries, PMID lookup, citation retrieval, and API-backed literature monitoring. Use when a task needs biomedical literature from PubMed…

    1,102 installs
  29. intelligence-collection-disciplines deanpeters/product-manager-skills

    Run competitive research like an intelligence agency: eight collection disciplines (OSINT to MASINT), signal-to-inference chains, and fusion. Use when one-source research isn't enough.

    1,101 installs
  30. USPTO patent and trademark data workflow for official record lookup, PatentSearch queries, TSDR checks, assignment data, and reproducible IP research logs. Use when a task needs official United States patent or trademar…

    1,096 installs
  31. youtube-research postplusai/postplus-skills

    Research public YouTube channels, video metrics, and comment samples; obtain downloadable video records when requested. Use for content and audience evidence.

    1,095 installs
  32. scientific-brainstorming davila7/claude-code-templates

    Research ideation partner. Generate hypotheses, explore interdisciplinary connections, challenge assumptions, develop methodologies, identify research gaps, for creative scientific problem-solving.

    1,090 installs
  33. gget CLI and Python workflow for quick genomic database queries, sequence lookup, BLAST-style searches, enrichment checks, and reproducible bioinformatics evidence logs. Use when a task needs quick bioinformatics lookup…

    1,088 installs
  34. tamarind k-dense-ai/scientific-agent-skills

    Provides access to a collection of open-source molecular design and structural biology tools on the Tamarind Bio platform, via its REST API or MCP server — no local GPUs required. Tamarind bundles popular open-source mo…

    1,087 installs
  35. onekgpd k-dense-ai/scientific-agent-skills

    Queries the 1000 Genomes Project dataset (3,202 whole-genome-sequenced individuals, GRCh38) at the level of individual participants. Use when a question is about individuals or variants in the 1000 Genomes Project cohor…

    1,085 installs
  36. intel-discipline-advisor deanpeters/product-manager-skills

    Triage a competitive or market question into the right intelligence disciplines, cadence, and executing skill. Use when you know something needs researching but not which channel to run.

    1,080 installs
  37. research-sources kostja94/marketing-skills

    When the user wants to find information sources for content ideation, competitor monitoring, or industry tracking. Also use when the user mentions "research sources," "information sources," "content ideation," "industry…

    1,064 installs
  38. tiktok-research postplusai/postplus-skills

    Research public TikTok videos, comments, creators, profiles, related videos, and paid ad examples for audience evidence and creative benchmarks.

    1,058 installs
  39. message-test-designer aaron-he-zhu/aaron-marketing-skills

    Use when the user asks to "test our messaging before we scale it", "design a message-market-fit panel", or "run a 5-second comprehension test on our new tagline"; produces a message-test design spec — hypothesis, panel…

    1,003 installs