Skill catalog
13,031agent 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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- thermos cursor/plugins
Launch both thermo-nuclear review subagents in parallel, then synthesize their findings. Use for thermos, double thermo review, or combined bug/security and code-quality branch audits.
2,186 installs - claimable-postgres neondatabase/agent-skills
Provision instant temporary Postgres databases via Claimable Postgres by Neon (neon.new) with no login, signup, or credit card. Supports REST API, CLI, and SDK. Use when users ask for a quick Postgres environment, a thr…
2,185 installs - computer-automation web-infra-dev/midscene-skills
Vision-driven desktop automation using Midscene. Control your local desktop (macOS, Windows, Linux) or a remote Windows desktop over RDP with natural language commands. Operates entirely from screenshots — no DOM or acc…
2,185 installs - human-protein-atlas-database google-deepmind/science-skills
Use when you want to retrieve semi-quantitative protein expression and spatial localisation data from the Human Protein Atlas (HPA).
2,185 installs - programmatic-seo kostja94/marketing-skills
When the user wants to create SEO pages at scale using templates and data—including AI-assisted, grounded copy for per-URL differentiation (vs rigid mail-merge templates). Also use when the user mentions "programmatic S…
2,184 installs - feedback-patterns owl-listener/designer-skills
Design confirmations, status updates, and notifications that tell users an action registered. Use when the system must acknowledge success or change. For waiting states use `loading-states`; for failures use `error-hand…
2,183 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…
2,182 installs - astro-framework delineas/astro-framework-agents
Astro framework specialist for building fast, content-driven websites with islands architecture. Use when creating Astro components, configuring hydration (client:load/idle/visible/media), using server:defer (server isl…
2,181 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…
2,181 installs - roblox-luau-types tabooharmony/roblox-brain
Use when adding or fixing Luau type annotations: generics, unions, narrowing, strict mode, sealed tables, module type exports, typed metatables.
2,181 installs - backward-traceability lingzhi227/agent-research-skills
Make every number in the final PDF traceable to the exact code line that produced it. Uses \hypertarget/\hyperlink LaTeX commands and \num{formula} evaluated at compile time. Use for reproducibility and data integrity v…
2,180 installs - hairline-adopt lucasmarkes/hairline
Use when someone has an SVG (an icon, a logo, an illustration) and wants it as a Hairline figure, or runs /hairline-adopt with a file. Reads the drawing, rebuilds its object as an isometric line figure on the engine of…
2,180 installs - r3f-fundamentals enzed/r3f-skills
Set up React Three Fiber scenes, Canvas, typed JSX, hooks, and resource ownership. Use for scene architecture and render-loop setup, rather than detailed materials or effects.
2,180 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…
2,179 installs - research-decision-room nexu-io/open-design
Turn messy user research notes, interviews, support tickets, surveys, and product context into an evidence-backed decision room: a single HTML artifact with an evidence ledger, theme map, confidence heatmap, opportunity…
2,179 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…
2,178 installs - python-backend jiatastic/open-python-skills
Python backend development expertise for FastAPI, security patterns, database operations, Upstash integrations, and code quality. Use when: (1) Building REST APIs with FastAPI, (2) Implementing JWT/OAuth2 authentication…
2,177 installs - career-transitions refoundai/lenny-skills
Help users evaluate new opportunities, manage professional identity shifts, and transition into roles that maximize both impact and personal fulfillment.
2,176 installs - rtk-tdd rtk-ai/rtk
Enforces TDD (Red-Green-Refactor) for Rust development. Auto-triggers on implementation, testing, refactoring, and bug fixing tasks. Provides Rust-idiomatic testing patterns with anyhow/thiserror, cfg(test), and Arrange…
2,176 installs - reactome-database google-deepmind/science-skills
Query the Reactome database (Analysis and Content Services). Use when the user asks about pathway analysis, gene list enrichment, retrieving results by token, finding unmapped or not-found identifiers, mapping identifie…
2,175 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…
2,174 installs - run-smoke-tests cursor/plugins
Run Playwright smoke tests, debug failures, and verify fixes
2,172 installs - gesture-patterns owl-listener/designer-skills
Design gesture interactions for touch and pointer — swipe, drag, long-press, and their discoverability. Use when input is gestural. For OS-standard gestures on iOS and Android, use `platform-conventions` (ui-design).
2,171 installs - statsmodels k-dense-ai/scientific-agent-skills
Fits and diagnoses Python statistical models including OLS, GLM, discrete and mixed models, ARIMA and SARIMAX. Supports coefficient inference, marginal effects, model comparison and time series forecasting with explicit…
2,171 installs - 3-statement-model anthropics/financial-services
Complete, populate and fill out 3-statement financial model templates (Income Statement, Balance Sheet, Cash Flow Statement) . Use when asked to fill out model templates, complete existing model frameworks, populate fin…
2,170 installs - interpro-database google-deepmind/science-skills
Identify domains, families, and sites in proteins; find all proteins in a family or sharing a domain; explore species distribution for a domain; annotate genomes with protein families and GO terms. InterPro combines 14…
2,170 installs - rag-perf nvidia/skills
Performance benchmarking for a deployed NVIDIA RAG Blueprint server: profiling pass + aiperf load test driven by a single YAML config. Not for accuracy / RAGAS scoring (use rag-eval) or for deploying / repairing service…
2,170 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…
2,170 installs - foldseek-structural-search google-deepmind/science-skills
Performs 3D structural searches of proteins against various databases (PDB, AlphaFold, CATH, MGnify, etc.) using the Foldseek API. Use ONLY when the user provides a physical 3D coordinate file (.cif, .mmcif, or .pdb) an…
2,169 installs - github-actions-efficiency github/awesome-copilot
Audit GitHub Actions workflow efficiency and recommend fixes to reduce CI minutes and costs.
2,168 installs - to-prd vinvcn/mattpocock-skills-zh-cn
将当前对话上下文转成 PRD，并发布到项目 issue tracker。适用于用户想基于当前上下文创建 PRD 时。
2,168 installs - user-persona owl-listener/designer-skills
Build research-grounded personas with goals, frustrations, and behavioural patterns. Use when decisions need a consistent user reference. For one session's emotional snapshot use `empathy-map`; for motivation framing us…
2,168 installs - wechat-binding starchild-ai-agent/official-skills
WeChat binding: QR scan, bind, unbind, reconnect, status check. Use when setting up or repairing WeChat delivery (e.g. connect WeChat, scan QR, why isn't WeChat pushing, disconnect WeChat).
2,168 installs - zoom-mcp anthropics/knowledge-work-plugins
Guidance for the bundled Zoom MCP connectors. Use after routing to an MCP workflow when planning or troubleshooting tool-based access to meetings, recordings, meeting assets, or transcripts. Route Zoom Docs requests to…
2,168 installs - paul-graham-perspective alchaincyf/paul-graham-skill
Paul Graham的思维框架与表达方式。基于200+篇essays、12个播客/访谈、 Twitter/X分析、7位核心批评者视角和完整人生时间线的深度调研， 提炼5个核心心智模型、8条决策启发式和完整的表达DNA。 用途：作为思维顾问，用PG的视角分析创业、写作、产品和人生选择。 当用户提到「用PG的视角」「Paul Graham会怎么看」「PG模式」「paul graham perspective」时使用。 即使用户只是说「帮…
2,167 installs - pinterest-posts kostja94/marketing-skills
When the user wants to create Pinterest Pins, optimize Pin descriptions, or grow Pinterest presence. Also use when the user mentions "Pinterest," "Pin," "Pinterest SEO," "Pinterest description," "Pinterest board," or "P…
2,167 installs - experience-map owl-listener/designer-skills
Map the full ecosystem of touchpoints, channels, and relationships across a service. Use when the experience spans more than one product. For one persona's linear journey use `journey-map` (design-research); for backsta…
2,166 installs - jobs-to-be-done owl-listener/designer-skills
Map functional, emotional, and social jobs with outcome expectations. Use when reframing decisions around motivation rather than features. For who the user is, use `user-persona`.
2,165 installs - brand-identity arnabbagxd/brand-building-skills
Create a visual identity brief for a brand — logo direction, color palette, typography, imagery style, and design system foundations. Use when the user says "visual identity", "brand identity", "logo brief", "logo direc…
2,164 installs - gtex-database google-deepmind/science-skills
Use when you want to retrieve quantitative RNA expression data and variant eQTL information from the GTEx (Genotype-Tissue Expression) Project across 54 non-diseased tissue sites.
2,164 installs - project-auditor-fixes unity-technologies/skills
Instructions for how to use Project Auditor to find and fix a list of issues.
2,164 installs - python-best-practices alleneubank/claude-code
Use when reading or writing Python files (.py, pyproject.toml, requirements.txt).
2,162 installs - workflow-from-chats cursor/plugins
Extract durable working preferences from recent Cursor chats and convert them into skills, rules, or workflow docs. Use when asked to learn preferences, mine feedback, personalize workflows, or generate team/person-spec…
2,162 installs - gsap-performance nexu-io/open-design
Official GSAP skill for performance — prefer transforms, avoid layout thrashing, will-change, batching. Use when optimizing GSAP animations, reducing jank, or when the user asks about animation performance, FPS, or smoo…
2,161 installs - handoff-spec owl-listener/designer-skills
Write the implementation handoff — measurements, behaviours, assets, states, and edge cases. Use when engineering picks up the work. For verifying the result afterwards use `design-qa-checklist`; for reusable library co…
2,161 installs - roblox-networking tabooharmony/roblox-brain
Use when adding, changing, or auditing RemoteEvents/RemoteFunctions: argument validation, rate limits, server authority, exploit prevention.
2,161 installs - clone-website julianromli/ai-skills
Reverse-engineer and clone one or more websites in one shot — extracts assets, CSS, and content section-by-section and proactively dispatches parallel builder agents in worktrees as it goes. Use this whenever the user w…
2,160 installs - hygiene microsoft/vscode
Use when making code changes to ensure they pass VS Code's hygiene checks. Covers the pre-commit hook, unicode restrictions, string quoting rules, copyright headers, indentation, formatting, ESLint, and stylelint. Run t…
2,160 installs - jaspar-database google-deepmind/science-skills
Query the JASPAR database for Transcription Factor (TF) binding profiles. Use when retrieving Position Frequency Matrices (PFMs) or Position Weight Matrices (PWMs) for specific TFs, resolving gene symbols to JASPAR Matr…
2,160 installs - markitdown k-dense-ai/scientific-agent-skills
Converts heterogeneous documents and selected URIs to Markdown with Microsoft MarkItDown for text analysis, search, and LLM/RAG ingestion. Covers safe local conversion, streams, Office/PDF/data formats, batch workflows,…
2,160 installs