Skills real projects publish on GitHub, most starred first. Each one says what it will make an agent do before you copy it.
OpenAISkillopenai/plugins/plugins/life-science-research/skills/opentargets-skill/SKILL.md
Submit compact Open Targets Platform GraphQL requests for target, disease, drug, variant, study, and search data, including associated-disease datasource heatmap matrices. Use when a user wants concise Open Targets summaries or per-datasource evidence context
OpenAISkillopenai/plugins/plugins/life-science-research/skills/pharmgkb-skill/SKILL.md
Submit compact PharmGKB API requests for genes, variants, clinical annotations, dosing guidelines, and search. Use when a user wants concise PharmGKB summaries
OpenAISkillopenai/plugins/plugins/life-science-research/skills/pride-skill/SKILL.md
Submit compact PRIDE Archive API requests for proteomics project discovery and project-level metadata. Use when a user wants concise PRIDE summaries
OpenAISkillopenai/plugins/plugins/life-science-research/skills/proteomexchange-skill/SKILL.md
Submit compact ProteomeXchange PROXI requests for datasets, libraries, peptidoforms, proteins, PSMs, spectra, and USI examples. Use when a user wants concise PROXI summaries
OpenAISkillopenai/plugins/plugins/life-science-research/skills/pubchem-pug-skill/SKILL.md
Submit compact PubChem PUG REST requests for compound properties, descriptions, assay summaries, and substance metadata. Use when a user wants concise PubChem summaries
OpenAISkillopenai/plugins/plugins/life-science-research/skills/quickgo-skill/SKILL.md
Submit compact QuickGO requests for GO terms, annotations, and ontology traversal. Use when a user wants concise QuickGO summaries
OpenAISkillopenai/plugins/plugins/life-science-research/skills/rcsb-pdb-skill/SKILL.md
Submit compact RCSB PDB requests for core metadata, Search API queries, and FASTA downloads. Use when a user wants concise RCSB summaries; save raw JSON or FASTA only on request.
OpenAISkillopenai/plugins/plugins/life-science-research/skills/reactome-skill/SKILL.md
Submit compact Reactome ContentService requests for pathway, event, participant, search, and diagram-related data. Use when a user wants concise Reactome summaries
OpenAISkillopenai/plugins/plugins/life-science-research/skills/research-router-skill/SKILL.md
Route broad or ambiguous life-sciences research requests to the right skills, normalize core entities, optionally parallelize independent evidence gathering with subagents when available, and synthesize a concise evidence-backed answer. Use when a user asks a general life-sciences question that could span multiple sources or analysis types.
OpenAISkillopenai/plugins/plugins/life-science-research/skills/rhea-skill/SKILL.md
Submit compact Rhea reaction search requests for biochemical reactions and reaction IDs. Use when a user wants concise Rhea summaries
OpenAISkillopenai/plugins/plugins/life-science-research/skills/rnacentral-skill/SKILL.md
Submit compact RNAcentral API requests for RNA entry browsing, single-entry lookup, and cross-reference retrieval. Use when a user wants concise RNAcentral summaries
OpenAISkillopenai/plugins/plugins/life-science-research/skills/string-skill/SKILL.md
Submit compact STRING API requests for network, interaction partner, and enrichment endpoints. Use when a user wants concise STRING summaries
OpenAISkillopenai/plugins/plugins/life-science-research/skills/tpmi-phewas-skill/SKILL.md
Fetch compact TPMI PheWAS summaries for single variants by accepting rsID, GRCh37, or GRCh38 input and resolving to the required GRCh38 query. Use when a user wants concise TPMI association results for one variant
OpenAISkillopenai/plugins/plugins/life-science-research/skills/ukb-topmed-phewas-skill/SKILL.md
Fetch compact UKB-TOPMed PheWAS summaries for single variants by accepting rsID, GRCh37, or GRCh38 input and resolving to the required GRCh38 query. Use when a user wants concise UKB-TOPMed association results for one variant
OpenAISkillopenai/plugins/plugins/life-science-research/skills/uniprot-skill/SKILL.md
Submit compact UniProt REST API requests for UniProtKB, UniRef, UniParc, and FASTA stream endpoints. Use when a user wants concise UniProt summaries; save raw JSON or FASTA only on request.
OpenAISkillopenai/plugins/plugins/magicpath/skills/magicpath/SKILL.md
Use when the user mentions MagicPath, designs, UI components, themes, canvas selections, or repo-to-canvas UI work; run magicpath-ai to search, inspect, install, or author components.
OpenAISkillopenai/plugins/plugins/mixpanel-headless/skills/dashboard-expert/SKILL.md
Full CRUD and analysis for Mixpanel dashboards. Use when the user asks to build, create, analyze, read, understand, explain, modify, update, enhance, or manage dashboards, or asks about dashboard layout, text cards, or report arrangement. Covers dashboard analysis (read + understand existing), creation (new builds), modification (update existing), and explanation (data-driven annotation).
OpenAISkillopenai/plugins/plugins/mixpanel-headless/skills/mixpanel-auth/SKILL.md
Manage Mixpanel Headless authentication: check session state, list/add/use accounts, run OAuth login, switch projects/workspaces, manage targets, and check bridge credentials.
OpenAISkillopenai/plugins/plugins/mixpanel-headless/skills/mixpanelyst/SKILL.md
This skill should be used when the user asks about Mixpanel product analytics, event data, funnel analysis, retention curves, cohort analysis, segmentation queries, user behavior, conversion rates, churn, DAU/MAU, ARPU, revenue metrics, feature adoption, A/B test results, user paths, flow analysis, or any request to query, explore, visualize, or analyze Mixpanel data using Python. Also use when the user asks to read, write, or manage Mixpanel "business context" — the markdown documentation that grounds AI assistants in an organization's structure and goals.
OpenAISkillopenai/plugins/plugins/mixpanel-headless/skills/setup/SKILL.md
This skill installs mixpanel_headless, pandas, numpy, matplotlib, seaborn, networkx, anytree, scipy (and pyarrow on Python 3.11+), then verifies Mixpanel credentials. It should be invoked when setting up a new environment for Mixpanel data analysis, when dependencies are missing, or when configuring service account or OAuth credentials for the first time.
A folder with a SKILL.md file: a name, a description of when to use it, and instructions. Claude loads a skill only when the task matches its description.
Copy the folder into your project's .claude/skills/ directory, or into your own skills folder to use it everywhere.
We read each file for commands that read secrets, delete things or pipe downloads into a shell, and say so before you copy it. No warning is not a promise that a file is safe.
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