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Skill catalog

12,380agent 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.

  1. google-search fetcher-sh/fetcher-skills

    A Google Search API alternative and SERP API alternative on fetcher.sh — pay-per-call in USDC via x402, or prepaid credits with a Bearer key, no API key application. Use when the user wants programmatic Google search re…

    4,098 installs
  2. professional-communication softaworks/agent-toolkit

    Guide technical communication for software developers. Covers email structure, team messaging etiquette, meeting agendas, and adapting messages for technical vs non-technical audiences. Use when drafting professional me…

    4,095 installs
  3. swift-language dpearson2699/swift-ios-skills

    Apply modern Swift language patterns and idioms for non-concurrency, non-SwiftUI code. Covers if/switch expressions (Swift 5.9+), typed throws (Swift 6+), result builders, property wrappers, opaque and existential types…

    4,093 installs
  4. spring-boot-openapi-documentation giuseppe-trisciuoglio/developer-kit

    Provides patterns to generate comprehensive REST API documentation using SpringDoc OpenAPI 3.0 and Swagger UI in Spring Boot 3.x applications. Use when setting up API documentation, configuring Swagger UI, adding OpenAP…

    4,091 installs
  5. ghost-proxy ghostsecurity/skills

    Starts and controls the reaper MITM proxy to capture, inspect, search, and replay HTTP/HTTPS traffic between clients and servers. Capabilities include starting/stopping the proxy scoped to specific domains, viewing capt…

    4,090 installs
  6. app-intents dpearson2699/swift-ios-skills

    Implement App Intents for Siri, Shortcuts, Spotlight, widgets, Control Center, and Apple Intelligence on iOS. Covers AppIntent actions, AppEntity and EntityQuery models, AppShortcutsProvider phrases, IndexedEntity Spotl…

    4,089 installs
  7. generate-editor-search-query unity-technologies/skills

    Generates Unity Search queries and opens the Search window to find assets or scene objects. Use when the user asks to find, filter, or list assets, GameObjects, components, or references in the Editor, not on disk.

    4,089 installs
  8. Use to create, generate, or validate Salesforce Custom Report Type metadata. Trigger on custom report types, CRTs, cross-object reports, report builder data sources, exposing fields for reporting across related objects,…

    4,089 installs
  9. site-md google-labs-code/stitch-skills

    Analyze a project description or site requirements and synthesize a project constitution into SITE.md for the Stitch Build Loop

    4,089 installs
  10. mermaid-to-proverif trailofbits/skills

    Translates Mermaid sequenceDiagrams describing cryptographic protocols into ProVerif formal verification models (.pv files). Use when generating a ProVerif model, formally verifying a protocol, converting a Mermaid diag…

    4,088 installs
  11. understand-explain egonex-ai/understand-anything

    Use when you need a deep-dive explanation of a specific file, function, or module in the codebase

    4,088 installs
  12. ruflo ruvnet/ruflo

    Ruflo is a multi-agent orchestration platform for AI coding agents (Claude Code, Cursor, Codex, Copilot, Gemini, Amp, +12 more). Use this skill when the user wants to (1) install/init ruflo in a project, (2) run multi-a…

    4,087 installs
  13. Queries and retrieves active security findings, external exposures, toxic combinations, vulnerabilities, threats, and sensitive data risks from Security Command Center on Google Cloud. Use when retrieving details for a…

    4,086 installs
  14. humanize humanizerai/agent-skills

    Transform AI-generated text into natural, human-like content that bypasses AI detectors like GPTZero, Turnitin, and Originality.ai. Uses credits based on word count.

    4,082 installs
  15. logo-generator op7418/logo-generator-skill

    Generate professional SVG logos and high-end showcase images. Use when the user wants to: (1) Create a logo or icon for their product/brand, (2) Generate logo design concepts based on product information, (3) Create pro…

    4,082 installs
  16. longbridge-technical longbridge/skills

    Technical analysis frameworks — candlestick patterns, Ichimoku cloud, technical indicators (RSI/MACD/EMA/Bollinger), harmonic patterns (Gartley/Bat/Butterfly/Crab), Elliott Wave, Chan Theory (缠论 bi/zhongshu/buy-sell poi…

    4,082 installs
  17. Configures alerting policies in Terraform for Google Kubernetes Engine (GKE) clusters, workloads, and services using PromQL and Google Cloud Managed Service for Prometheus. Use when writing, analyzing, validating, or de…

    4,081 installs
  18. genotoxic trailofbits/skills

    Graph-informed mutation testing triage. Parses codebases with Trailmark, runs mutation testing and necessist, then uses survived mutants, unnecessary test statements, and call graph data to identify false positives, mis…

    4,080 installs
  19. xss-cross-site-scripting yaklang/hack-skills

    XSS playbook. Use when user-controlled content reaches HTML, attributes, JavaScript, DOM sinks, uploads, or multi-context rendering paths.

    4,079 installs
  20. automate-me cursor/plugins

    Use for "automate me", "create/update/refresh my -mode skill", "turn/capture my preferences or working style into a skill", or wanting agents to follow how the user works. Drafts or revises a personal -mode skill via cr…

    4,078 installs
  21. om-auto-fix-pr open-mercato/skills

    Drive an open PR to merge-ready from its number — merges the latest base, then loops review-autofix (om-auto-review-pr), built-in CI stabilization, and UI verification (om-auto-qa-pr) until approvable, green, and QA-evi…

    4,078 installs
  22. upstash upstash/skills

    Work with any Upstash product, SDK, or tool, including serverless Redis (caching, sessions, leaderboards, key-value storage), Ratelimit (rate limiting and throttling), QStash (message queue, cron schedules, background j…

    4,077 installs
  23. Develop AI-powered applications using Genkit in Python. Use when the user asks about Genkit, AI agents, flows, or tools in Python, or when encountering Genkit errors, import issues, or API problems.

    4,076 installs
  24. command-creator softaworks/agent-toolkit

    This skill should be used when creating a Claude Code slash command. Use when users ask to "create a command", "make a slash command", "add a command", or want to document a workflow as a reusable command. Essential for…

    4,070 installs
  25. copilots assistant-ui/skills

    Grounds an assistant in your app with assistant-ui copilots. Use when steering behavior with useAssistantInstructions, feeding send-time app state through useAssistantContext({ getContext }), exposing components with ma…

    4,070 installs
  26. understand-dashboard egonex-ai/understand-anything

    Launch the interactive web dashboard to visualize a codebase's knowledge graph

    4,070 installs
  27. browser-screenshot zc277584121/marketing-skills

    Take focused, region-specific screenshots from web pages using a dedicated headed Chrome profile with persistent login state. Navigates to the right page based on user context (URL, search query, social media post), loc…

    4,069 installs
  28. vector-forge trailofbits/skills

    Mutation-driven test vector generation. Finds implementations of a cryptographic algorithm or protocol, runs mutation testing to identify escaped mutants, then generates new test vectors that deliberately exercise the u…

    4,069 installs
  29. assertion-quality dotnet/skills

    Analyze assertion quality, depth, variety, and false confidence in existing tests. ALWAYS USE when asked about weak, shallow, trivial, always-true, self-referential, assertion-free, presence/truthiness-only, or insuffic…

    4,065 installs
  30. generating-flow forcedotcom/sf-skills

    Generate Salesforce Flows using the MCP tool execute_metadata_action. Use when the user asks to create, build, or generate a flow — including Screen, Autolaunched, Record-Triggered (before/after-save), Scheduled. Also t…

    4,064 installs
  31. dependency-updater softaworks/agent-toolkit

    Smart dependency management for any language. Auto-detects project type, applies safe updates automatically, prompts for major versions, diagnoses and fixes dependency issues.

    4,061 installs
  32. observability-llm-obs elastic/agent-skills

    Answer questions about LLM and agentic-application behavior from data already ingested into Elastic: latency and error rate, token and cost utilization, response quality and guardrail events, and agentic call-chain orch…

    4,061 installs
  33. wallet-policy starchild-ai-agent/official-skills

    Generate Privy wallet policy rules from natural language. Use when the user wants to set up, modify, or review wallet security policies — transfer limits, address allowlists, method restrictions, time windows, etc.

    4,061 installs
  34. typescript sentimony/skills

    You MUST use this when working on TypeScript-specific problems - compiler errors, tsconfig, strict typing, type inference, generics, complex type definitions, module resolution, ESM/CJS interoperability, type-checking p…

    4,060 installs
  35. user-research anthropics/knowledge-work-plugins

    Plan, conduct, and synthesize user research. Trigger with "user research plan", "interview guide", "usability test", "survey design", "research questions", or when the user needs help with any aspect of understanding th…

    4,060 installs
  36. Analyze MSBuild binary logs to diagnose build failures. USE FOR: build errors that are unclear from console output, diagnosing cascading failures across multi-project builds, tracing MSBuild target execution order, and…

    4,058 installs
  37. api-sec yaklang/hack-skills

    Entry P1 category router for API security. Use when choosing between API recon, authorization, token abuse, and hidden-parameter workflows before any deeper API topic skill.

    4,057 installs
  38. aspnet-core openai/skills

    Build, review, refactor, or architect ASP.NET Core web applications using current official guidance for .NET web development. Use when working on Blazor Web Apps, Razor Pages, MVC, Minimal APIs, controller-based Web API…

    4,054 installs
  39. Generates code and provides documentation for the Genkit Dart SDK. Use when the user asks to build AI agents in Dart, use Genkit flows, or integrate LLMs into Dart/Flutter applications.

    4,047 installs
  40. dotnet-aot-compat dotnet/skills

    Make .NET projects compatible with Native AOT and trimming by systematically resolving IL trim/AOT analyzer warnings. USE FOR: making projects AOT-compatible, fixing trimming warnings, resolving IL warnings (IL2026, IL2…

    4,045 installs
  41. project-architecture c3sc0-v4113/scaffold

    Trigger: UI change, layout, component architecture, state flow, theming, server/client boundary, Astro island. Keep Next.js or Astro apps server-first.

    4,045 installs
  42. Develop AI-powered applications using Genkit in Go. Use when the user asks to build AI features, agents, flows, or tools in Go using Genkit, or when working with Genkit Go code involving generation, prompts, streaming,…

    4,043 installs
  43. shadcn-component-boundaries c3sc0-v4113/scaffold

    Trigger: components/ui, shadcn, component placement, common components, feature components, atomic design. Enforce registry and product component boundaries.

    4,043 installs
  44. skill-authoring grafana/skills

    Author, audit, and improve Grafana SKILL.md files against Anthropic's published Agent Skills guidance and the four-dimension rubric the grafana/skills CI gate uses (conciseness, actionability, workflow clarity, progress…

    4,043 installs
  45. decision-doc-sync c3sc0-v4113/scaffold

    Trigger: architecture change, new convention, UI/UX standard, quality gate change, ADR. Keep existing project docs in sync with structural decisions.

    4,042 installs
  46. cx-alerts coralogix/cx-cli

    This skill should be used when the user asks to "manage alerts", "create alert", "list alerts", "delete alert", "check alert status", "enable alert", "disable alert", "investigate firing alerts", "check which alerts are…

    4,041 installs
  47. project-min-evaluation c3sc0-v4113/scaffold

    Trigger: done, complete, finish, before commit, quality check, verify. Run the project's own minimum quality scripts before claiming work is complete.

    4,041 installs
  48. ce-brainstorm everyinc/compound-engineering-plugin

    Explore vague or ambitious ideas into a right-sized requirements-only unified plan. Use when the user wants to brainstorm or scope what to build. Not for executing already-specified work. Use ce-pov for a verdict on ado…

    4,038 installs
  49. docs-guard amelnagdy/guard-skills

    Review generated or changed documentation before it ships — READMEs, API references, docstrings, PHPDoc/JSDoc, changelogs, tutorials, and doc sites. Best used reactively after an agent writes or edits docs, after code c…

    4,038 installs
  50. Expert evaluator for Prometheus label strategy on Grafana Cloud. Audits, designs, and improves label schemas using cardinality scoring, access-pattern alignment, static vs. dynamic label rules, histogram bucket discipli…

    4,038 installs