Skill catalog
11,541agent 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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- 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…
2,179 installs - prototype-strategy owl-listener/designer-skills
Choose prototype fidelity and method to match the design question and the decision at stake. Use before building a prototype. For what to test once it exists, use `test-scenario`.
2,179 installs - design-brief owl-listener/designer-skills
Write a project brief — problem space, constraints, audience, and success criteria. Use at kickoff for one specific project. For long-horizon aspiration use `north-star-vision`; for reusable decision rules use `design-p…
2,178 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…
2,178 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…
2,178 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…
2,177 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 - 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…
2,176 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…
2,176 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…
2,175 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…
2,175 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.
2,173 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…
2,173 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.
2,173 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…
2,172 installs - roblox-npc-ai tabooharmony/roblox-brain
Use when creating or fixing Roblox NPCs, bots or enemies: pathfinding, state machines, line of sight, spawns, AI update loops.
2,172 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…
2,171 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 - run-smoke-tests cursor/plugins
Run Playwright smoke tests, debug failures, and verify fixes
2,170 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 - 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…
2,167 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…
2,167 installs - sentry-go-sdk getsentry/sentry-for-ai
Full Sentry SDK setup for Go. Use when asked to "add Sentry to Go", "install sentry-go", "setup Sentry in Go", or configure error monitoring, tracing, logging, metrics, or crons for Go applications. Supports net/http, G…
2,167 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…
2,167 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…
2,166 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…
2,166 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…
2,165 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…
2,164 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).
2,162 installs - seo-report every-app/open-seo
Write and save an OpenSEO report as one self-contained HTML page. Use when a skill has finished its research, and whenever the user asks for a report, check-in, or summary, or names a report template.
2,162 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.
2,161 installs - python-best-practices alleneubank/claude-code
Use when reading or writing Python files (.py, pyproject.toml, requirements.txt).
2,161 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 - 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…
2,160 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…
2,159 installs - tg-bot-binding starchild-ai-agent/official-skills
Telegram bot binding: create the bot, connect to Starchild, verify, troubleshoot. Two ways to bind: (1) scan-to-create (recommended, auto-bind) or (2) manual BotFather + token + verify. Use when setting up Telegram deli…
2,158 installs - cc-skill-security-review sickn33/agentic-awesome-skills
This skill guides review of security practices and potential vulnerabilities; no checklist ensures all code is secure. Use when implementing authentication or authorization, handling user input or file uploads, or creat…
2,157 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…
2,157 installs - cuopt-numerical-optimization-formulation nvidia/skills
LP, MILP, QP — concepts, problem-text parsing, and formulation patterns (parameters, constraints, decisions, objective). Concepts only; no API.
2,157 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…
2,157 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…
2,156 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…
2,156 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`.
2,156 installs - cuopt-server-api-python nvidia/skills
cuOpt REST server — start server, endpoints, Python/curl client examples. Use when the user is deploying or calling the REST API.
2,155 installs - gnomad-database google-deepmind/science-skills
Query the Genome Aggregation Database (gnomAD). Use when determining the rarity or allele frequency of specific genetic variants, retrieving gene constraint metrics (pLI, LOEUF) to assess loss-of-function intolerance, f…
2,155 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,…
2,155 installs - quickgo-database google-deepmind/science-skills
Query the QuickGO and Evidence & Conclusion Ontology (ECO) REST API. Use this when you need to map genes to biological processes, molecular functions, or cellular components, find genes associated with a specific pathwa…
2,154 installs - github-actions-efficiency github/awesome-copilot
Audit GitHub Actions workflow efficiency and recommend fixes to reduce CI minutes and costs.
2,153 installs - gsap-plugins nexu-io/open-design
Official GSAP skill for GSAP plugins — registration, ScrollToPlugin, ScrollSmoother, Flip, Draggable, Inertia, Observer, SplitText, ScrambleText, SVG and physics plugins, CustomEase, EasePack, CustomWiggle, CustomBounce…
2,153 installs - diagnose-seo calm-north/seojuice-skills
Structured diagnostic for technical SEO problems. Use when the user asks about crawl issues, indexation problems, why pages aren't being indexed, robots.txt questions, canonical errors, sitemap issues, rendering problem…
2,151 installs