Skill catalog
314research & 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.
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- fact-checker shubhamsaboo/awesome-llm-apps
Systematic fact verification and misinformation identification using evidence-based analysis. Use when: verifying claims, checking facts, identifying misinformation, evaluating source credibility, or when user asks to "…
3,299 installs - research-paper-writer ailabs-393/ai-labs-claude-skills
Creates formal academic research papers following IEEE/ACM formatting standards with proper structure, citations, and scholarly writing style. Use when the user asks to write a research paper, academic paper, or confere…
3,282 installs - equity-research anthropics/financial-services
Generate comprehensive equity research snapshots combining analyst consensus estimates, company fundamentals, historical prices, and macroeconomic context. Use when researching stocks, comparing estimates to actuals, an…
3,208 installs - startup-analysis himself65/finance-skills
Analyze a startup from three perspectives — VC investor, job applicant, and CEO/founder — covering market, traction, unit economics, team, defensibility, runway, equity value, culture, and competitive position, with a v…
3,138 installs - literature-search-openalex google-deepmind/science-skills
Query the OpenAlex scholarly database for research papers, authors, institutions, topics, sources, publishers, funders, geo-locations, and keywords. Use when searching academic papers, resolving DOIs, downloading open-a…
3,118 installs - customer-research anthropics/knowledge-work-plugins
Multi-source research on a customer question or topic with source attribution. Use when a customer asks something you need to look up, investigating whether a bug has been reported before, checking what was previously t…
3,088 installs - synthesize-research anthropics/knowledge-work-plugins
Synthesize user research from interviews, surveys, and feedback into structured insights. Use when you have a pile of interview notes, survey responses, or support tickets to make sense of, need to extract themes and ra…
3,070 installs - sensorkit dpearson2699/swift-ios-skills
Access research-grade sensor data using SensorKit for approved studies. Use when an app needs SensorKit entitlement setup, Research Sensor & Usage Data authorization, ambient light, recorded motion, device usage, keyboa…
3,064 installs - consulting-analysis bytedance/deer-flow
Use this skill when the user requests to generate, create, or write professional research reports including but not limited to market analysis, consumer insights, brand analysis, financial analysis, industry research, c…
3,058 installs - swot-analysis phuryn/pm-skills
Perform a detailed SWOT analysis — strengths, weaknesses, opportunities, and threats with actionable recommendations. Use when doing strategic assessment, competitive analysis, or evaluating a product or business positi…
3,058 installs - yc-reader himself65/finance-skills
Look up Y Combinator companies and batches from the public yc-oss API, a static JSON dataset refreshed daily: company profiles, batch rosters (e.g. W25, S24), companies by industry or tag, top companies, who is hiring,…
3,016 installs - interview-script phuryn/pm-skills
Create a structured customer interview script with JTBD probing questions, warm-up, core exploration, and wrap-up sections. Follows The Mom Test principles — no leading questions, no pitching, focus on past behavior. Us…
2,943 installs - hv-analysis kkkkhazix/khazix-skills
横纵分析法（Horizontal-Vertical Analysis）深度研究Skill。由数字生命卡兹克提出，融合了索绪尔的历时-共时分析、社会科学的纵向-横截面研究设计、商学院案例研究法与竞争战略分析的核心思想。 当用户想要系统性研究一个产品、公司、概念、技术或人物时使用。核心是双轴分析：纵轴追踪从诞生到当下的完整生命历程（以叙事故事呈现），横轴在当下时间截面上与竞品/同类进行系统性横向对比，最后交叉两条轴产出独到洞察。最终产出一…
2,923 installs - ito-market-intelligence affaan-m/ecc
Research prediction-market events, venues, underliers, liquidity, and news context for Itô basket workflows. Use for read-only market intelligence, API-gated Itô exploration, and source-grounded prediction-market briefi…
2,909 installs - aiq-research nvidia/skills
Use when asked to run deep research or AI-Q research through a reachable NVIDIA AI-Q Blueprint backend.
2,905 installs - contact-research anthropics/knowledge-work-plugins
Research a specific person using Common Room data. Triggers on 'who is [name]', 'look up [email]', 'research [contact]', 'is [name] a warm lead', or any contact-level question.
2,873 installs - read-arxiv-paper karpathy/nanochat
Use this skill when asked to read an arxiv paper given an arxiv URL
2,850 installs - pestle-analysis phuryn/pm-skills
Perform a PESTLE analysis covering Political, Economic, Social, Technological, Legal, and Environmental factors. Use when assessing the macro environment, doing strategic planning, or evaluating external factors affecti…
2,830 installs - active-research actionbook/actionbook
Deep research and analysis tool. Generates comprehensive HTML reports on any topic, domain, paper, or technology. Enhanced with advanced browser automation — SPA handling, network idle wait, batch operations, stealth br…
2,827 installs - wiki-research ar9av/obsidian-wiki
Perform multi-round web research on a topic, synthesize the findings, and file structured results into the Obsidian wiki. Use for comprehensive web-sourced research intended to become wiki knowledge.
2,788 installs - investigate ghaida/intent
Guide and conduct user research — from planning through synthesis. Interview scripts, survey design, usability test plans, diary studies, contextual inquiry. Plus synthesis: affinity mapping, thematic coding, insight ex…
2,787 installs - deep-research bytedance/deer-flow
Use this skill instead of WebSearch for ANY question requiring web research. Trigger on queries like "what is X", "explain X", "compare X and Y", "research X", or before content generation tasks. Provides systematic mul…
2,782 installs - pubmed-database google-deepmind/science-skills
Search PubMed for scientific literature, including published clinical trials. Fetch abstracts and full text. Link published research to biological databases (gene, protein, nucleotide, PubChem) to discover associations…
2,732 installs - academic-paper-review bytedance/deer-flow
Use this skill when the user requests to review, analyze, critique, or summarize academic papers, research articles, preprints, or scientific publications. Supports comprehensive structured reviews covering methodology…
2,711 installs - quantitative-research omer-metin/skills-for-antigravity
World-class systematic trading research - backtesting, alpha generation, factor models, statistical arbitrage. Transform hypotheses into edges. Use when "backtest, alpha, factor model, statistical arbitrage, quant resea…
2,674 installs - blog-factcheck agricidaniel/claude-blog
Verify statistics and claims in blog posts by fetching cited source URLs and checking if the claimed data actually appears on the page. Extracts all load-bearing claims (statistics, product or policy claims, ranking and…
2,663 installs - literature-search lingzhi227/agent-research-skills
Search academic literature using Semantic Scholar, arXiv, and OpenAlex APIs. Returns structured JSONL with title, authors, year, venue, abstract, citations, and BibTeX. Use when the user needs to find papers, check rela…
2,632 installs - autoresearch uditgoenka/autoresearch
Autonomous iteration loop: modify, verify, keep/discard against any metric
2,611 installs - literature-search-europepmc google-deepmind/science-skills
Search Europe PMC for scientific literature and download open-access full texts and PDFs. Retrieve full-text XML/plain text by PMCID, get citation lists and bibliography.
2,582 installs - literature-search-biorxiv google-deepmind/science-skills
Browse, filter, and download life sciences, biology, and medical preprints from bioRxiv and medRxiv. Supports fetching paper metadata by DOI, and browsing by date range with category and keyword filters. Keyword filteri…
2,488 installs - systematic-literature-review bytedance/deer-flow
Use this skill when the user wants a systematic literature review, survey, or synthesis across multiple academic papers on a topic. Also covers annotated bibliographies and cross-paper comparisons. Searches arXiv and ou…
2,467 installs - scientific-problem-selection anthropics/knowledge-work-plugins
This skill should be used when scientists need help with research problem selection, project ideation, troubleshooting stuck projects, or strategic scientific decisions. Use this skill when users ask to pitch a new rese…
2,466 installs - blog-discourse agricidaniel/claude-blog
Research what people are actually saying about a topic in the last 30 days across Reddit, X / Twitter, YouTube, Hacker News, dev.to, Medium, and other public discourse platforms. API-free; uses WebSearch with platform-t…
2,457 installs - pol-probe deanpeters/product-manager-skills
Define a Proof of Life probe to test a risky hypothesis cheaply. Use when you need harsh truth before building real product.
2,425 installs - competitive-analysis anthropics/financial-services
Framework for building competitive landscape decks — market positioning, competitor deep-dives, comparative analysis, strategic synthesis. Use when the user asks for a competitive landscape, competitor analysis, peer co…
2,419 installs - scientific-critical-thinking k-dense-ai/scientific-agent-skills
Evaluates scientific claims and evidence quality. Applies to experimental design validity, biases and confounders, statistical interpretation, evidence grading frameworks (GRADE, Cochrane Risk of Bias), and teaching cri…
2,402 installs - literature-review k-dense-ai/scientific-agent-skills
Conducts systematic, scoping, and narrative literature reviews using PubMed, arXiv, bioRxiv, Semantic Scholar, and other appropriate sources. Use for research synthesis, reproducible literature searches, screening, cita…
2,380 installs - ml-paper-writing orchestra-research/ai-research-skills
Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring arguments, verifying citations, or preparing camera-ready submissions. For systems…
2,362 installs - company-research browserbase/skills
Company discovery and deep research skill. Researches a company's product and ICP, discovers target companies to sell to using Browserbase Search API, deeply researches each using a Plan→Research→Synthesize pattern, and…
2,360 installs - scientific-brainstorming k-dense-ai/scientific-agent-skills
Facilitates evidence-aware scientific ideation with independent generation, structured discussion, explicit assumptions, transparent evaluation, adversarial review, and decision logs. Use for early-stage research brains…
2,333 installs - arxiv-search langchain-ai/deepagents
Searches arXiv for preprints and academic papers, retrieves abstracts, and filters by topic. Use when the user asks to find research papers, search arXiv, look up preprints, find academic articles in physics, math, CS,…
2,327 installs - paper-lookup k-dense-ai/scientific-agent-skills
Searches 18 scholarly APIs for papers, preprints, citations, open-access full text, repository records, and journal OA status, and returns results with reproducible provenance. Covers PubMed, PMC, Europe PMC, bioRxiv, m…
2,299 installs - serenity-skill muxuuu/serenity-skill
Research 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. Priori…
2,287 installs - citation-management k-dense-ai/scientific-agent-skills
Comprehensive citation management for academic research. Search OpenAlex, PubMed, and Google Scholar for papers, extract accurate metadata, validate citations, and generate properly formatted BibTeX entries. This skill…
2,278 installs - figure-generation lingzhi227/agent-research-skills
Generate publication-quality scientific figures using matplotlib/seaborn with a three-phase pipeline (query expansion, code generation with execution, VLM visual feedback). Handles bar charts, line plots, heatmaps, trai…
2,265 installs - pdb-database google-deepmind/science-skills
Use when you want to search for or download experimentally-determined 3D structures for biomolecules (proteins, nucleic acids, bound ligands). Supports searching by sequence similarity, structure similarity, chemical an…
2,257 installs - pubchem-database google-deepmind/science-skills
Query PubChem, search by name/CID/SMILES, retrieve properties, similarity/substructure searches, bioactivity, for cheminformatics. Use when a user asks about a specific chemical, drug, or molecule.
2,247 installs - peer-review k-dense-ai/scientific-agent-skills
Prepares evidence-bounded, constructive peer-review drafts and structured manuscript assessments. Supports authorized review of scientific manuscripts, protocols, preprints, or research proposals; reporting-guideline se…
2,242 installs - pymol google-deepmind/science-skills
Visualize, analyze, and render protein and molecular structures using PyMOL. Use when the user wants to create images of protein structures, perform structural alignments or superposition, measure distances or contacts,…
2,235 installs - company-watch arcmira/mcp
Watches a company or topic on podcasts and YouTube: what was said lately (shows, counts, momentum, quotes), then an Arcmira monitor to keep following it.
2,224 installs