Skill catalog
12,257agent 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.
Want your agent to use these? Set up Graph-of-Skills
or get a free key.
How these skills are sourced and what we check.
Cannot find one? Your agent can write a skill for your own library.
Have skills of your own? Install one on another machine.
A skill that comes from GitHub shows its npx skills add command on its page.
- docs-review metabase/metabase
Review documentation changes for compliance with the Metabase writing style guide. Use when reviewing pull requests, files, or diffs containing documentation markdown files.
2,026 installs - ios-design-guidelines ehmo/platform-design-skills
Apple Human Interface Guidelines for iPhone. Use when building, reviewing, or refactoring SwiftUI/UIKit interfaces for iOS. Triggers on tasks involving iPhone UI, iOS components, accessibility, Dynamic Type, Dark Mode,…
2,026 installs - pymc k-dense-ai/scientific-agent-skills
Builds and checks Bayesian models with PyMC, including hierarchical models, NUTS MCMC, variational inference, mutable-data predictions, posterior predictive checks, diagnostics, and PSIS-LOO model comparison. Use for pr…
2,026 installs - tutor-setup bevibing/tutor-skills
Transforms knowledge sources into an Obsidian StudyVault. Two modes: (1) Document Mode — PDF/text/web sources → study notes with practice questions. (2) Codebase Mode — source code project → onboarding vault for new dev…
2,026 installs - harvard-art-museums-data-pipeline reason-machines/data-skills
Build end-to-end data engineering pipelines with the Harvard Art Museums API, ETL processes, SQL analytics, and Streamlit visualization
2,025 installs - openrouter-typescript-sdk openrouterarchived/agent-skills
Complete reference for integrating with 300+ AI models through the OpenRouter TypeScript SDK using the callModel pattern
2,025 installs - realtime-cinema-data-engineering-pipeline reason-machines/data-skills
Build end-to-end real-time data pipelines with Kafka, PostgreSQL, Airflow, and Streamlit using Medallion Architecture for streaming analytics.
2,025 installs - uni-app uni-helper/skills
Comprehensive skill reference for uni-app cross-platform development framework
2,025 installs - engineering-advanced-skills alirezarezvani/claude-skills
Index of 37 advanced engineering agent skills for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw. Use when browsing or choosing among the POWERFUL-tier engineering skills: agent design, RAG, MCP servers, CI/CD, databa…
2,024 installs - n8n-subworkflows-official n8n-io/skills
Use when building anything multi-step, anything that looks repeatable, anything the user mentions reusing, or any workflow with more than ~10 nodes. Triggers on "reuse", "I do this in another workflow", "extract", "modu…
2,024 installs - prompt-lookup f/prompts.chat
Activates when the user asks about AI prompts, needs prompt templates, wants to search for prompts, or mentions prompts.chat. Use for discovering, retrieving, and improving prompts.
2,024 installs - clojure-write metabase/metabase
Guide Clojure and ClojureScript development using REPL-driven workflow, coding conventions, and best practices. Use when writing, developing, or refactoring Clojure/ClojureScript code.
2,023 installs - invoice-chase anthropics/knowledge-work-plugins
Drafts overdue-invoice reminder emails from the ledger (MYOB, NetSuite, QuickBooks, Xero, or Zoho Books) plus PayPal, Stripe, and Airwallex data, matched to each customer's payment history and tone (gentle for good cust…
2,023 installs - r3f-postprocessing enzed/r3f-skills
Configure React Three Fiber postprocessing, bloom, selection effects, ambient occlusion, and depth of field. Use for composer pipelines and screen-space effects, rather than mesh material shaders.
2,022 installs - umap-learn k-dense-ai/scientific-agent-skills
Applies UMAP-learn to nonlinear dimensionality reduction, 2D/3D embeddings, clustering preprocessing, supervised or semi-supervised UMAP, DensMAP, AlignedUMAP, and Parametric UMAP workflows.
2,022 installs - parallel-web k-dense-ai/scientific-agent-skills
Uses Parallel CLI for web search, URL extraction, deep research, structured data enrichment, entity discovery, and recurring web monitoring. Best for requests that explicitly need current web evidence, academic-source d…
2,021 installs - sqlalchemy-alembic-expert-best-practices-code-review wispbit-ai/skills
SQLAlchemy ORM and Alembic migration best practices for building safe, performant database schemas. This skill should be used when writing, reviewing, or refactoring SQLAlchemy models, Alembic migrations, or database qu…
2,021 installs - academic-research-suite imbad0202/academic-research-skills-codex
ARS-Codex research, writing, manuscript review, study screening, and experiments. Use for deep research, literature or systematic reviews, meta-analysis, research questions, drafts, revisions, roadmaps, abstracts, citat…
2,019 installs - ccf-humanization mikubaka88/ccfa-skills
Required first preflight before every CCFA skill, including research, review, retrieval, experiments, visuals, and maintenance. Keep reasoning and communication direct, remove empty defensive framing, and preserve evide…
2,019 installs - scikit-survival k-dense-ai/scientific-agent-skills
Builds, evaluates, and audits right-censored or competing-risk survival workflows with scikit-survival, including leakage-safe preprocessing, model selection, probability prediction, and censoring-aware metrics.
2,019 installs - agents-deploy aws/agent-toolkit-for-aws
Use when deploying your agent to AWS, or when a deploy has failed. Handles pre-flight validation, CDK/IAM/quota error diagnosis, version management, rollback, and canary deployments. Triggers on: "deploy my agent", "age…
2,018 installs - lingzao assets-tian.midao.site
灵造是给 WorkBuddy、OpenClaw、Codex 等 Agent 使用的跨平台创作者研究与自媒体运营 Skill。安装免费，可先做选题、标题、封面、账号诊断、发布检查、复盘，以及公众号对标适配判断和原创写作；查询公开内容、评论、短视频文案、公众号文章数据或生成图片时需要配置灵造 API Key。
2,018 installs - short-drama zenstory-ai/drama-skills
基于文件系统初始化和继续短剧或漫剧项目，提供 creator-first 五文档路由、本地 Dashboard、制作形态与 Look Development 决策。用户提出“创建/继续短剧项目”“看进度/下一步”“做 Look Development”“打开 dashboard/短剧创作台”“导出制作资料”，或任务跨多个创作阶段时使用；明确的写作、资产、提示词、分镜、剪辑或审查请求由对应子 skill 直接处理。
2,018 installs - venue-templates k-dense-ai/scientific-agent-skills
Prepares journal manuscripts, conference papers, research posters, and grant documents using venue-specific formatting guidance and bundled LaTeX scaffolds. Supports selecting an official template, checking current page…
2,018 installs - option-vol-analysis anthropics/financial-services
Analyze option volatility by combining vol surface data, option pricing with Greeks, and historical price data to assess implied vs realized volatility. Use when pricing options, analyzing volatility surfaces, computing…
2,017 installs - agentcash merit-systems/agentcash-skills
Pay-per-call x402/MPP APIs (USDC on Base, Solana, Tempo). No API keys—wallet pays per request. If the task matches a SERVICES origin below, SKIP search and go straight to discover → fetch. Only search when NO listed ori…
2,016 installs - nature-paper-xray yuan1z0825/nature-skills
Read one supplied paper closely enough to reconstruct how its authors actually got there, rather than restating what the abstract claims. Use for 精读论文, 讲透这篇论文, 把这篇读懂, 作者为什么这么设计, 这个公式怎么推出来的, paper x-ray, and deep single-…
2,016 installs - open-notebook k-dense-ai/scientific-agent-skills
Organizes research with the self-hosted Open Notebook alternative to NotebookLM. Supports source ingestion (PDFs, web pages, audio, video, and Office documents), cited document chat, text and vector search, notes, custo…
2,016 installs - ccf-idea-optimizer mikubaka88/ccfa-skills
Develop and optimize rough CCF research ideas into problems, insights, mechanisms, and evidence plans. Use for 优化idea, 具象化idea, 找方向, 方向探索, and rescue routes when development is the requested deliverable. Judging whether…
2,015 installs - ccf-paper-reviewer mikubaka88/ccfa-skills
Review manuscript claims, evidence, and writing without rewriting. Use for 文章审核, 审稿, 稿件有什么硬伤, 结论站得住吗, 投稿成熟度, writing review, and version comparison. Return a structured scientific or writing review; scores need not be e…
2,015 installs - harvard-artifacts-etl-analytics reason-machines/data-skills
Build ETL pipelines and analytics dashboards for Harvard Art Museums API data with Python, SQL, and Streamlit
2,015 installs - scrapy-web-scraping mindrally/skills
Expert guidance for building web scrapers and crawlers using the Scrapy Python framework with best practices for spider development, data extraction, and pipeline management.
2,015 installs - code-review paulrberg/agent-skills
Use for code/PR review, audits, bug/security checks, reviewing diffs or changes, and finding issues in code.
2,014 installs - harvard-art-museums-etl-analytics reason-machines/data-skills
Build ETL pipelines and analytics dashboards using Harvard Art Museums API with Python, SQL, and Streamlit
2,014 installs - maintain-greptile-rules every-app/open-seo
No description provided.
2,014 installs - playwright-automation petrkindlmann/qa-skills
Write production-grade Playwright tests in TypeScript: Page Object Model, fixtures, auto-waiting, user-facing locators, parallel execution, CI integration, sharding, and installed-version checks. Includes an explicit "d…
2,014 installs - understand-figma egonex-ai/understand-anything
Analyze a Figma file via the Figma REST API and generate an interactive design knowledge graph (pages, screens, components, component sets, instances, design tokens) with a kind:"design" dashboard.
2,014 installs - biopython k-dense-ai/scientific-agent-skills
Provides Biopython workflows for sequence manipulation, file parsing (FASTA/GenBank/PDB), phylogenetics, and programmatic NCBI/PubMed access (Bio.Entrez). Supports batch processing, custom molecular-biology pipelines, B…
2,013 installs - clojure-review metabase/metabase
Review Clojure and ClojureScript code changes for compliance with Metabase coding standards, style violations, and code quality issues. Use when reviewing pull requests or diffs containing Clojure/ClojureScript code.
2,013 installs - torch-geometric k-dense-ai/scientific-agent-skills
Supports PyTorch Geometric (PyG) graph neural networks — node/link/graph classification, message passing (GCN, GAT, GraphSAGE, GIN), heterogeneous graphs, neighbor sampling, and custom datasets. Use when working with to…
2,013 installs - create-plan fandhe-ai/agent-cli-skills
実装タスクの計画を `_/local-plans/<plan-name>.md` に作成する。「計画立てて」「設計して」「実装方針を考えて」「タスク分解して」で使用。 Explore Agent でコードベースを先に調査し、検証可能な粒度・並列実行可能な単位で記述する。 plan-verifier Agent で検証可能な標準フォーマット（背景・現状・設計・ファイル構成ツリー・実装ステップ・検証方法）に従う。 実装消化は implem…
2,011 installs - ccf-literature-searcher mikubaka88/ccfa-skills
Find and verify external literature, prior art, datasets, benchmarks, and citation candidates. Use for 文献检索, 相关工作, benchmark搜索, and research opportunity maps. Recurring recent-paper watch belongs to ccf-literature-monit…
2,010 installs - flutter-adaptive-ui madteacher/mad-agents-skills
Build, fix, review, and validate adaptive or responsive Flutter UIs for mobile, tablet, desktop, web, large screens, foldables, and mixed input devices. Use when creating breakpoint-driven layouts, responsive navigation…
2,009 installs - harvard-art-museum-etl-analytics reason-machines/data-skills
Build end-to-end data engineering pipelines with Harvard Art Museums API, ETL workflows, SQL analytics, and Streamlit visualization.
2,009 installs - agents-debug aws/agent-toolkit-for-aws
Use when your agent or environment is broken — wrong answers, errors, timeouts, tool failures, or CLI issues. Reads traces and logs to diagnose root causes. Also checks prerequisites when the CLI itself isn't working. T…
2,008 installs - browser-extension-builder sickn33/agentic-awesome-skills
Expert in building browser extensions that solve real problems - Chrome, Firefox, and cross-browser extensions. Covers extension architecture, manifest v3, content scripts, popup UIs, monetization strategies, and Chrome…
2,008 installs - ccf-experiment-designer mikubaka88/ccfa-skills
Design and interpret CCF experiments: datasets, baselines, metrics, ablations, execution specifications, observed feedback, and result-table contents. Use for 设计实验, 消融, benchmark planning, 实验结果分析, and evidence design wi…
2,008 installs - agents-connect aws/agent-toolkit-for-aws
Use when connecting your agent to external APIs, tools, or services via Gateway, or restricting tool access with Cedar policies. Handles gateway setup, target types, outbound auth (OAuth, API key, IAM), credentials, and…
2,007 installs - design-lab 0xdesign/design-plugin
Conduct design interviews, generate five distinct UI variations in a temporary design lab, collect feedback, and produce implementation plans. Use when the user wants to explore UI design options, redesign existing comp…
2,007 installs - research-lookup k-dense-ai/scientific-agent-skills
Compiles current scholarly evidence for a scientific manuscript or research brief when the user explicitly asks to gather literature, references, background evidence, competing findings, or a manuscript research packet.…
2,007 installs