Skip to content

Skill catalog

12,422agent 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. roadmap-planning deanpeters/product-manager-skills

    Plan a strategic roadmap across prioritization, epic definition, stakeholder alignment, and sequencing. Use when turning strategy into a release plan that teams can execute.

    3,826 installs
  2. monetization-strategy appeeky/aso-skills

    When the user wants to design or optimize their app's monetization — pricing, paywalls, subscriptions, or in-app purchases. Also use when the user mentions "pricing", "paywall", "subscription", "IAP", "how to monetize",…

    3,824 installs
  3. business-model phuryn/pm-skills

    Generate a Business Model Canvas with all 9 building blocks. Use when creating a business model, documenting how a business creates value, or analyzing an existing business model.

    3,823 installs
  4. data360-activate forcedotcom/sf-skills

    Salesforce Data Cloud Act phase. Use this skill when the user manages activations, activation targets, data actions, or downstream delivery of Data Cloud audiences and data. TRIGGER when: user manages activations, activ…

    3,822 installs
  5. mantine-custom-components mantinedev/skills

    Build custom components that integrate with Mantine's theming, Styles API, and core features. Use this skill when: (1) creating a new component using factory(), polymorphicFactory(), or genericFactory(), (2) adding Styl…

    3,822 installs
  6. Migrate a .NET 8 project to .NET 9 and resolve all breaking changes. USE FOR: upgrading TargetFramework from net8.0 to net9.0, fixing build errors after updating the .NET 9 SDK, resolving behavioral changes in .NET 9 /…

    3,821 installs
  7. heap-exploitation yaklang/hack-skills

    Heap exploitation playbook. Use when targeting ptmalloc2/glibc heap vulnerabilities including UAF, double free, overflow, off-by-one/null, and leveraging tcache/fastbin/unsortedbin attacks for arbitrary write or code ex…

    3,820 installs
  8. a11y-debugging chromedevtools/chrome-devtools-mcp

    Uses Chrome DevTools MCP for accessibility (a11y) debugging and auditing based on web.dev guidelines. Use when testing semantic HTML, ARIA labels, focus states, keyboard navigation, tap targets, and color contrast.

    3,819 installs
  9. aws-ai-ml aws/agent-toolkit-for-aws

    Selects, deploys, and customizes AI models on Amazon SageMaker. Training or Processing jobs, fine-tuning (SFT/DPO/RLVR/RLAIF), model selection, dataset preparation, evaluation, SageMaker or Bedrock deployment, inference…

    3,819 installs
  10. business-logic-vuln yaklang/hack-skills

    Entry P1 category router for business logic testing. Use when workflow abuse, race conditions, pricing flaws, or multi-step state attacks matter more than parser-level input injection.

    3,819 installs
  11. CSRF testing playbook. Use when reviewing state-changing web flows, anti-CSRF defenses, SameSite behavior, JSON CSRF, login CSRF, and OAuth state handling.

    3,819 installs
  12. understand-domain egonex-ai/understand-anything

    Extract business domain knowledge from a codebase and generate an interactive domain flow graph. Works standalone (lightweight scan) or derives from an existing /understand knowledge graph.

    3,817 installs
  13. cx-data-pipeline coralogix/cx-cli

    Use this skill when the user asks to "set up parsing", "create parsing rule", "extract fields from logs", "regex extraction", "log parsing", "enrich logs", "add context to logs", "custom enrichment table", "lookup table…

    3,816 installs
  14. traffic-analysis-pcap yaklang/hack-skills

    Traffic analysis and PCAP forensics playbook. Use when analyzing network captures including Wireshark filters, protocol analysis (HTTP/DNS/FTP/SMTP/USB/WiFi), data extraction, covert channel detection, PCAP repair, TLS…

    3,816 installs
  15. unit-test-controller-layer giuseppe-trisciuoglio/developer-kit

    Provides patterns for unit testing REST controllers using MockMvc and @WebMvcTest. Generates controller tests that validates request/response mapping, validation, exception handling, and HTTP status codes. Use when test…

    3,814 installs
  16. unit-test-parameterized giuseppe-trisciuoglio/developer-kit

    Provides parameterized testing patterns with JUnit 5, generates data-driven unit tests using @ParameterizedTest, @ValueSource, @CsvSource, @MethodSource. Creates tests that run the same logic with multiple input values.…

    3,814 installs
  17. Set up NuGet trusted publishing (OIDC) on a GitHub Actions repo — replaces long-lived API keys with short-lived tokens. USE FOR: trusted publishing, NuGet OIDC, keyless NuGet publish, migrate from NuGet API key, NuGet/l…

    3,813 installs
  18. oauth-oidc-misconfiguration yaklang/hack-skills

    OAuth and OIDC misconfiguration testing playbook. Use when reviewing redirect URI handling, state and nonce validation, PKCE, token audience, callback binding, and identity-provider trust flaws.

    3,813 installs
  19. data360-prepare forcedotcom/sf-skills

    Salesforce Data Cloud Prepare phase. Use this skill when the user creates or manages Data Cloud data streams, DLOs, transforms, or Document AI configurations. TRIGGER when: user creates or manages Data Cloud data stream…

    3,812 installs
  20. skill-installer openai/skills

    Install Codex skills into $CODEX_HOME/skills from a curated list or a GitHub repo path. Use when a user asks to list installable skills, install a curated skill, or install a skill from another repo (including private r…

    3,811 installs
  21. claude-certification rohitg00/ai-engineering-from-scratch

    AI-native tutor and onboarding workflow for the four independent Claude certification tracks in AI Engineering from Scratch. Use when a learner wants to choose a Claude certification, prepare for CCAO-F, CCDV-F, CCAR-F,…

    3,810 installs
  22. github-traffic zc277584121/marketing-skills

    Fetch, store, and visualize GitHub repository traffic data (views, clones, referrers, stars) with trend charts. Requires repo push access.

    3,810 installs
  23. Guide for interpreting ResolveProjectReferences time in MSBuild performance summaries. Activate when ResolveProjectReferences appears as the most expensive target and developers are trying to optimize it directly. Expla…

    3,810 installs
  24. unit-test-json-serialization giuseppe-trisciuoglio/developer-kit

    Provides patterns for unit testing JSON serialization/deserialization with Jackson and `@JsonTest`. Validates JSON mapping, custom serializers, date formats, and polymorphic types. Use when testing JSON serialization, v…

    3,810 installs
  25. minimax-xlsx minimax-ai/skills

    Open, create, read, analyze, edit, or validate Excel/spreadsheet files (.xlsx, .xlsm, .csv, .tsv). Use when the user asks to create, build, modify, analyze, read, validate, or format any Excel spreadsheet, financial mod…

    3,809 installs
  26. DO NOT USE when the target already consumes an injected interface or built-in abstraction such as IFileSystem or TimeProvider, even if the request says "generate a wrapper"; no new wrapper is needed. Use only when C# so…

    3,808 installs
  27. paperclip paperclipai/paperclip

    Use for Paperclip-managed tasks and heartbeats: reading task context, delivering task documents or files, updating completion or blockers, coordinating or delegating work, and following company governance. Includes cont…

    3,808 installs
  28. review-contract anthropics/knowledge-work-plugins

    Review a contract against your organization's negotiation playbook — flag deviations, generate redlines, provide business impact analysis. Use when reviewing vendor or customer agreements, when you need clause-by-clause…

    3,808 installs
  29. data360-harmonize forcedotcom/sf-skills

    Salesforce Data Cloud Harmonize phase. Use this skill when the user works with DMOs, mappings, relationships, identity resolution, unified profiles, data graphs, or universal IDs. TRIGGER when: user works with DMOs, map…

    3,807 installs
  30. Research across Notion and synthesize into structured documentation; use when gathering info from multiple Notion sources to produce briefs, comparisons, or reports with citations.

    3,807 installs
  31. spring-boot-saga-pattern giuseppe-trisciuoglio/developer-kit

    Provides distributed transaction patterns using the Saga Pattern for Spring Boot microservices. Use when implementing distributed transactions across services, handling compensating transactions, ensuring eventual consi…

    3,807 installs
  32. data360-orchestrate forcedotcom/sf-skills

    Salesforce Data Cloud product orchestrator for connect→prepare→harmonize→segment→act workflows. Use this skill when the user needs a multi-step Data Cloud pipeline, cross-phase troubleshooting, or data space and data ki…

    3,806 installs
  33. Discovers requirements and generates architectural, design, and deployment guidance for dynamic hybrid search systems by combining semantic search and keyword search. Optimized for AlloyDB hybrid search use cases in Goo…

    3,805 installs
  34. spring-data-neo4j giuseppe-trisciuoglio/developer-kit

    Provides Spring Data Neo4j integration patterns for Spring Boot applications. Use when you need to work with a graph database, Neo4j nodes and relationships, Cypher queries, or Spring Data Neo4j. Creates node entities w…

    3,803 installs
  35. animate delphi-ai/animate-skill

    Animation patterns and best practices for Next.js/React applications. Use this skill when implementing animations, transitions, hover effects, page transitions, modals, or any motion in React components. Based on Emil K…

    3,801 installs
  36. unit-test-security-authorization giuseppe-trisciuoglio/developer-kit

    Provides patterns for unit testing Spring Security with `@PreAuthorize`, `@Secured`, `@RolesAllowed`. Validates role-based access control and authorization policies. Use when testing security configurations and access c…

    3,801 installs
  37. validate-data anthropics/knowledge-work-plugins

    QA an analysis before sharing -- methodology, accuracy, and bias checks. Use when reviewing an analysis before a stakeholder presentation, spot-checking calculations and aggregation logic, verifying a SQL query's result…

    3,800 installs
  38. data360-segment forcedotcom/sf-skills

    Salesforce Data Cloud Segment phase. Use this skill when the user creates or publishes segments, manages calculated insights, or troubleshoots audience SQL in Data Cloud. TRIGGER when: user creates or publishes segments…

    3,799 installs
  39. wp-plugin-directory-guidelines wordpress/agent-skills

    Use when reviewing WordPress plugins for GPL compliance, checking license headers or compatibility, evaluating upsell/freemium/trialware patterns, validating plugin naming or trademark rules, checking plugin slugs, runn…

    3,798 installs
  40. anti-debugging-techniques yaklang/hack-skills

    Anti-debugging detection and bypass playbook. Use when reversing protected binaries that detect debuggers via ptrace, PEB flags, timing checks, or signal/exception handlers on Linux and Windows.

    3,797 installs
  41. langchain4j-tool-function-calling-patterns giuseppe-trisciuoglio/developer-kit

    Provides and generates LangChain4j tool and function calling patterns: annotates methods as tools with @Tool, configures tool executors, registers tools with AiServices, validates tool parameters, and handles tool execu…

    3,796 installs
  42. core-motion dpearson2699/swift-ios-skills

    Access Core Motion accelerometer, gyroscope, magnetometer, device-motion, pedometer, activity-recognition, altitude, headphone motion, batched high-frequency workout motion, and water-submersion/depth data. Use when rea…

    3,795 installs
  43. langchain4j-spring-boot-integration giuseppe-trisciuoglio/developer-kit

    Provides integration patterns for LangChain4j with Spring Boot. Configures AI model beans, sets up chat memory with Spring context, integrates RAG pipelines with Spring Data, and handles auto-configuration, dependency i…

    3,795 installs
  44. nx-monorepo giuseppe-trisciuoglio/developer-kit

    Provides comprehensive Nx monorepo management guidance for TypeScript/JavaScript projects. Use when creating Nx workspaces, generating apps/libraries/components, running affected commands, setting up CI/CD, configuring…

    3,795 installs
  45. to-spec vinvcn/mattpocock-skills-zh-cn

    把当前对话转成 spec 并发布到项目 issue tracker:不做访谈,只综合已经讨论的内容。

    3,795 installs
  46. seo-audit anthropics/knowledge-work-plugins

    Run a comprehensive SEO audit — keyword research, on-page analysis, content gaps, technical checks, and competitor comparison. Use when assessing a site's SEO health, when finding keyword opportunities and content gaps…

    3,794 installs
  47. nextjs-data-fetching giuseppe-trisciuoglio/developer-kit

    Provides Next.js App Router data fetching patterns including SWR and React Query integration, parallel data fetching, Incremental Static Regeneration (ISR), revalidation strategies, and error boundaries. Use when implem…

    3,792 installs
  48. developing-agentforce forcedotcom/sf-skills

    Build, modify, debug, and deploy agents with Agentforce Agent Script. TRIGGER when: user creates, modifies, or asks about .agent files or aiAuthoringBundle metadata; changes agent behavior, responses, or conversation lo…

    3,791 installs
  49. langchain4j-rag-implementation-patterns giuseppe-trisciuoglio/developer-kit

    Provides Retrieval-Augmented Generation (RAG) implementation patterns with LangChain4j for Java. Generates document ingestion pipelines, embedding stores, vector search, and semantic search capabilities. Use when buildi…

    3,790 installs
  50. ads-test agricidaniel/claude-ads

    Design and evaluate paid-ad experiments with hypotheses, randomization units, sample-size and duration assumptions, guardrails, platform experiment tools, analysis, and decision rules. Use for A/B test, split test, expe…

    3,787 installs