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.
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- geo-sleuth oldcircle/geo-sleuth
Geolocate or chronolocate a photo with tool-verified reasoning (where was this taken / when was it taken / photo geolocation / geo-guessing). Given one or more photos, intake.py does metadata, OCR and reverse image sear…
2,950 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 - 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…
2,892 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.
2,848 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,…
2,835 installs - read-arxiv-paper karpathy/nanochat
Use this skill when asked to read an arxiv paper given an arxiv URL
2,833 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…
2,791 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…
2,781 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.
2,777 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…
2,765 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…
2,695 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…
2,690 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…
2,662 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…
2,660 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…
2,600 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…
2,599 installs - autoresearch uditgoenka/autoresearch
Autonomous iteration loop: modify, verify, keep/discard against any metric
2,576 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.
2,551 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…
2,454 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…
2,453 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…
2,439 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.
2,402 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…
2,393 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…
2,389 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…
2,335 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…
2,334 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,…
2,326 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…
2,315 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…
2,309 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…
2,271 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…
2,237 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…
2,233 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…
2,228 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.
2,213 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…
2,211 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,…
2,208 installs - uniprot-database google-deepmind/science-skills
Access protein metadata, function, taxonomy, and sequences across UniProtKB, UniParc, and UniRef. Use when searching for proteins, mapping identifiers, or retrieving functional annotations and publications. Don't use fo…
2,184 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…
2,181 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…
2,179 installs - alphagenome-single-variant-analysis google-deepmind/science-skills
Analyzes genetic variant effects on gene expression (RNA-seq), chromatin accessibility (DNASE), histone marks (ChIP), and transcription factors using the AlphaGenome API. Use when the user asks about non-coding variant…
2,178 installs - clinvar-database google-deepmind/science-skills
Use when needing clinical significance, pathogenicity classifications (e.g., Pathogenic, Benign, VUS), clinical evidence rationales, or finding "hard positive" benchmark controls for human genomic variants.
2,173 installs - huggingface-papers huggingface/skills
Look up and read Hugging Face paper pages in markdown, and use the papers API for structured metadata such as authors, linked models/datasets/spaces, Github repo and project page. Use when the user shares a Hugging Face…
2,155 installs - opentargets-database google-deepmind/science-skills
Query Open Targets Platform for target-disease associations, drug target discovery, tractability/safety data, genetics/omics evidence, known drugs, for therapeutic target identification.
2,153 installs - protein-sequence-msa google-deepmind/science-skills
Performs multiple sequence alignment of proteins with EBI Clustal Omega. Use when you need to align multiple sequences to assess similarity, domain conservation, or key residue conservation. Supports up to 4000 sequence…
2,148 installs - protein-sequence-similarity-search google-deepmind/science-skills
Searches for homologous protein sequences using MMseqs2 (fast, default) or BLAST (comprehensive, fallback). Trigger this whenever the user provides a protein sequence or FASTA file and asks to find homologues, sequence…
2,148 installs - dbsnp-database google-deepmind/science-skills
Use when you want to look up, map, and search for short genetic variants (SNPs, indels) in NCBI's dbSNP database. Resolves between rsIDs, genomic coordinates in VCF format, and HGVS strings. For an rsID, returns variant…
2,146 installs - embl-ebi-ols google-deepmind/science-skills
Query and search the EMBL-EBI Ontology Lookup Service (OLS) for biomedical ontology terms, definitions, and hierarchies across 250+ ontologies (e.g., GO, DOID, HP). Use when the user asks to search for terms, retrieve d…
2,140 installs - math-reasoning lingzhi227/agent-research-skills
Formal mathematical reasoning for research papers — derive equations, write proofs, formalize problem settings, select statistical tests, and generate LaTeX math notation. Use when the user needs mathematical derivation…
2,139 installs - string-database google-deepmind/science-skills
Query the STRING database for protein-protein interactions (PPIs), functional enrichment, and homology. Use when the user asks about interactions between specific proteins, interaction evidence, confidence scores, prote…
2,138 installs