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Use when user asks for automation recommendations, wants to optimize their Claude Code setup, mentions improving Claude Code workflows, asks how to first set up Claude Code for a project, or wants to know what Claude Code features they should use.\ntools: Read, Glob, Grep, Bash\n---\n\n# Claude Automation Recommender\n\nAnalyze codebase patterns to recommend tailored Claude Code automations across all extensibility options.\n\n**This skill is read-only.** It analyzes the codebase and outputs recommendations. It does NOT create or modify any files. Users implement the recommendations themselves or ask Claude separately to help build them.\n\n## Output Guidelines\n\n- **Recommend 1-2 of each type**: Don't overwhelm - surface the top 1-2 most valuable automations per category\n- **If user asks for a specific type**: Focus only on that type and provide more options (3-5 recommendations)\n- **Go beyond the reference lists**: The reference files contain common patterns, but use web search to find recommendations specific to the codebase's tools, frameworks, and libraries\n- **Tell users they can ask for more**: End by noting they can request more recommendations for any specific category\n\n## Automation Types Overview\n\n| Type | Best For |\n|------|----------|\n| **Hooks** | Automatic actions on tool events (format on save, lint, block edits) |\n| **Subagents** | Specialized reviewers\u002Fanalyzers that run in parallel |\n| **Skills** | Packaged expertise, workflows, and repeatable tasks (invoked by Claude or user via `\u002Fskill-name`) |\n| **Plugins** | Collections of skills that can be installed |\n| **MCP Servers** | External tool integrations (databases, APIs, browsers, docs) |\n\n## Workflow\n\n### Phase 1: Codebase Analysis\n\nGather project context:\n\n```bash\n# Detect project type and tools\nls -la package.json pyproject.toml Cargo.toml go.mod pom.xml 2>\u002Fdev\u002Fnull\ncat package.json 2>\u002Fdev\u002Fnull | head -50\n\n# Check dependencies for MCP server recommendations\ncat package.json 2>\u002Fdev\u002Fnull | grep -E '\"(react|vue|angular|next|express|fastapi|django|prisma|supabase|convex|stripe)\"'\n\n# Check for existing Claude Code config\nls -la .claude\u002F CLAUDE.md 2>\u002Fdev\u002Fnull\n\n# Analyze project structure\nls -la src\u002F app\u002F lib\u002F tests\u002F components\u002F pages\u002F api\u002F 2>\u002Fdev\u002Fnull\n```\n\n**Key Indicators to Capture:**\n\n| Category | What to Look For | Informs Recommendations For |\n|----------|------------------|----------------------------|\n| Language\u002FFramework | package.json, pyproject.toml, import patterns | Hooks, MCP servers |\n| Frontend stack | React, Vue, Angular, Next.js | Playwright MCP, frontend skills |\n| Backend stack | Express, FastAPI, Django | API documentation tools |\n| Database | Prisma, Supabase, Convex, raw SQL | Database \u002F backend MCP servers |\n| External APIs | Stripe, OpenAI, AWS SDKs | context7 MCP for docs |\n| Testing | Jest, pytest, Playwright configs | Testing hooks, subagents |\n| CI\u002FCD | GitHub Actions, CircleCI | GitHub MCP server |\n| Issue tracking | Linear, Jira references | Issue tracker MCP |\n| Docs patterns | OpenAPI, JSDoc, docstrings | Documentation skills |\n\n### Phase 2: Generate Recommendations\n\nBased on analysis, generate recommendations across all categories:\n\n#### A. MCP Server Recommendations\n\nSee [references\u002Fmcp-servers.md](references\u002Fmcp-servers.md) for detailed patterns.\n\n| Codebase Signal | Recommended MCP Server |\n|-----------------|------------------------|\n| Uses popular libraries (React, Express, etc.) | **context7** - Live documentation lookup |\n| Frontend with UI testing needs | **Playwright** - Browser automation\u002Ftesting |\n| Uses Supabase | **Supabase MCP** - Direct database operations |\n| Uses Convex | **Convex MCP** - Live deployment introspection, run queries\u002Fmutations, manage env vars and logs |\n| PostgreSQL\u002FMySQL database | **Database MCP** - Query and schema tools |\n| GitHub repository | **GitHub MCP** - Issues, PRs, actions |\n| Uses Linear for issues | **Linear MCP** - Issue management |\n| AWS infrastructure | **AWS MCP** - Cloud resource management |\n| Slack workspace | **Slack MCP** - Team notifications |\n| Memory\u002Fcontext persistence | **Memory MCP** - Cross-session memory |\n| Sentry error tracking | **Sentry MCP** - Error investigation |\n| Docker containers | **Docker MCP** - Container management |\n\n#### B. Skills Recommendations\n\nSee [references\u002Fskills-reference.md](references\u002Fskills-reference.md) for details.\n\nCreate skills in `.claude\u002Fskills\u002F\u003Cname>\u002FSKILL.md`. Some are also available via plugins:\n\n| Codebase Signal | Skill | Plugin |\n|-----------------|-------|--------|\n| Building plugins | skill-development | plugin-dev |\n| Git commits | commit | commit-commands |\n| React\u002FVue\u002FAngular | frontend-design | frontend-design |\n| Automation rules | writing-rules | hookify |\n| Feature planning | feature-dev | feature-dev |\n\n**Custom skills to create** (with templates, scripts, examples):\n\n| Codebase Signal | Skill to Create | Invocation |\n|-----------------|-----------------|------------|\n| API routes | **api-doc** (with OpenAPI template) | Both |\n| Database project | **create-migration** (with validation script) | User-only |\n| Test suite | **gen-test** (with example tests) | User-only |\n| Component library | **new-component** (with templates) | User-only |\n| PR workflow | **pr-check** (with checklist) | User-only |\n| Releases | **release-notes** (with git context) | User-only |\n| Code style | **project-conventions** | Claude-only |\n| Onboarding | **setup-dev** (with prereq script) | User-only |\n\n#### C. Hooks Recommendations\n\nSee [references\u002Fhooks-patterns.md](references\u002Fhooks-patterns.md) for configurations.\n\n| Codebase Signal | Recommended Hook |\n|-----------------|------------------|\n| Prettier configured | PostToolUse: auto-format on edit |\n| ESLint\u002FRuff configured | PostToolUse: auto-lint on edit |\n| TypeScript project | PostToolUse: type-check on edit |\n| Tests directory exists | PostToolUse: run related tests |\n| `.env` files present | PreToolUse: block `.env` edits |\n| Lock files present | PreToolUse: block lock file edits |\n| Security-sensitive code | PreToolUse: require confirmation |\n\n#### D. Subagent Recommendations\n\nSee [references\u002Fsubagent-templates.md](references\u002Fsubagent-templates.md) for templates.\n\n| Codebase Signal | Recommended Subagent |\n|-----------------|---------------------|\n| Large codebase (>500 files) | **code-reviewer** - Parallel code review |\n| Auth\u002Fpayments code | **security-reviewer** - Security audits |\n| API project | **api-documenter** - OpenAPI generation |\n| Performance critical | **performance-analyzer** - Bottleneck detection |\n| Frontend heavy | **ui-reviewer** - Accessibility review |\n| Needs more tests | **test-writer** - Test generation |\n\n#### E. Plugin Recommendations\n\nSee [references\u002Fplugins-reference.md](references\u002Fplugins-reference.md) for available plugins.\n\n| Codebase Signal | Recommended Plugin |\n|-----------------|-------------------|\n| General productivity | **anthropic-agent-skills** - Core skills bundle |\n| Document workflows | Install docx, xlsx, pdf skills |\n| Frontend development | **frontend-design** plugin |\n| Building AI tools | **mcp-builder** for MCP development |\n\n### Phase 3: Output Recommendations Report\n\nFormat recommendations clearly. **Only include 1-2 recommendations per category** - the most valuable ones for this specific codebase. Skip categories that aren't relevant.\n\n```markdown\n## Claude Code Automation Recommendations\n\nI've analyzed your codebase and identified the top automations for each category. Here are my top 1-2 recommendations per type:\n\n### Codebase Profile\n- **Type**: [detected language\u002Fruntime]\n- **Framework**: [detected framework]\n- **Key Libraries**: [relevant libraries detected]\n\n---\n\n### 🔌 MCP Servers\n\n#### context7\n**Why**: [specific reason based on detected libraries]\n**Install**: `claude mcp add context7`\n\n---\n\n### 🎯 Skills\n\n#### [skill name]\n**Why**: [specific reason]\n**Create**: `.claude\u002Fskills\u002F[name]\u002FSKILL.md`\n**Invocation**: User-only \u002F Both \u002F Claude-only\n**Also available in**: [plugin-name] plugin (if applicable)\n```yaml\n---\nname: [skill-name]\ndescription: [what it does]\ndisable-model-invocation: true  # for user-only\n---\n```\n\n---\n\n### ⚡ Hooks\n\n#### [hook name]\n**Why**: [specific reason based on detected config]\n**Where**: `.claude\u002Fsettings.json`\n\n---\n\n### 🤖 Subagents\n\n#### [agent name]\n**Why**: [specific reason based on codebase patterns]\n**Where**: `.claude\u002Fagents\u002F[name].md`\n\n---\n\n**Want more?** Ask for additional recommendations for any specific category (e.g., \"show me more MCP server options\" or \"what other hooks would help?\").\n\n**Want help implementing any of these?** Just ask and I can help you set up any of the recommendations above.\n```\n\n## Decision Framework\n\n### When to Recommend MCP Servers\n- External service integration needed (databases, APIs)\n- Documentation lookup for libraries\u002FSDKs\n- Browser automation or testing\n- Team tool integration (GitHub, Linear, Slack)\n- Cloud infrastructure management\n\n### When to Recommend Skills\n\n- Document generation (docx, xlsx, pptx, pdf — also in plugins)\n- Frequently repeated prompts or workflows\n- Project-specific tasks with arguments\n- Applying templates or scripts to tasks (skills can bundle supporting files)\n- Quick actions invoked with `\u002Fskill-name`\n- Workflows that should run in isolation (`context: fork`)\n\n**Invocation control:**\n- `disable-model-invocation: true` — User-only (for side effects: deploy, commit, send)\n- `user-invocable: false` — Claude-only (for background knowledge)\n- Default (omit both) — Both can invoke\n\n### When to Recommend Hooks\n- Repetitive post-edit actions (formatting, linting)\n- Protection rules (block sensitive file edits)\n- Validation checks (tests, type checks)\n\n### When to Recommend Subagents\n- Specialized expertise needed (security, performance)\n- Parallel review workflows\n- Background quality checks\n\n### When to Recommend Plugins\n- Need multiple related skills\n- Want pre-packaged automation bundles\n- Team-wide standardization\n\n---\n\n## Configuration Tips\n\n### MCP Server Setup\n\n**Team sharing**: Check `.mcp.json` into repo so entire team gets same MCP servers\n\n**Debugging**: Use `--mcp-debug` flag to identify configuration issues\n\n**Prerequisites to recommend:**\n- GitHub CLI (`gh`) - enables native GitHub operations\n- Puppeteer\u002FPlaywright CLI - for browser MCP servers\n\n### Headless Mode (for CI\u002FAutomation)\n\nRecommend headless Claude for automated pipelines:\n\n```bash\n# Pre-commit hook example\nclaude -p \"fix lint errors in src\u002F\" --allowedTools Edit,Write\n\n# CI pipeline with structured output\nclaude -p \"\u003Cprompt>\" --output-format stream-json | your_command\n```\n\n### Permissions for Hooks\n\nConfigure allowed tools in `.claude\u002Fsettings.json`:\n\n```json\n{\n  \"permissions\": {\n    \"allow\": [\"Edit\", \"Write\", \"Bash(npm test:*)\", \"Bash(git commit:*)\"]\n  }\n}\n```\n",{"data":36,"body":38},{"name":4,"description":6,"tools":37},"Read, Glob, Grep, Bash",{"type":39,"children":40},"root",[41,49,55,66,73,118,124,241,247,254,259,558,566,755,761,766,773,786,1024,1030,1041,1054,1168,1178,1381,1387,1398,1523,1529,1540,1669,1675,1686,1773,1779,1791,2329,2333,2339,2348,2373,2376,2382,2391,2415,2418,2428,2438,2448,2454,2465,2621],{"type":42,"tag":43,"props":44,"children":45},"element","h1",{"id":4},[46],{"type":47,"value":48},"text","Claude Automation Recommender",{"type":42,"tag":50,"props":51,"children":52},"p",{},[53],{"type":47,"value":54},"Analyze codebase patterns to recommend tailored Claude Code automations across all extensibility options.",{"type":42,"tag":50,"props":56,"children":57},{},[58,64],{"type":42,"tag":59,"props":60,"children":61},"strong",{},[62],{"type":47,"value":63},"This skill is read-only.",{"type":47,"value":65}," It analyzes the codebase and outputs recommendations. 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above.",{"type":42,"tag":260,"props":2439,"children":2443},{"className":2440,"code":2442,"language":47},[2441],"language-text","\n## Decision Framework\n\n### When to Recommend MCP Servers\n- External service integration needed (databases, APIs)\n- Documentation lookup for libraries\u002FSDKs\n- Browser automation or testing\n- Team tool integration (GitHub, Linear, Slack)\n- Cloud infrastructure management\n\n### When to Recommend Skills\n\n- Document generation (docx, xlsx, pptx, pdf — also in plugins)\n- Frequently repeated prompts or workflows\n- Project-specific tasks with arguments\n- Applying templates or scripts to tasks (skills can bundle supporting files)\n- Quick actions invoked with `\u002Fskill-name`\n- Workflows that should run in isolation (`context: fork`)\n\n**Invocation control:**\n- `disable-model-invocation: true` — User-only (for side effects: deploy, commit, send)\n- `user-invocable: false` — Claude-only (for background knowledge)\n- Default (omit both) — Both can 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It is the entry point for MCP server development — it interrogates the user about their use case, determines the right deployment model (remote HTTP, MCPB, local stdio), picks a tool-design pattern, and hands off to specialized skills.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2681,2682,2685,2686],{"name":2652,"slug":2653,"type":16},{"name":2683,"slug":2684,"type":16},"API Development","api-development",{"name":18,"slug":19,"type":16},{"name":21,"slug":22,"type":16},"2026-04-06T17:59:33.744601",{"slug":2689,"name":2689,"fn":2690,"description":2691,"org":2692,"tags":2693,"stars":23,"repoUrl":24,"updatedAt":2700},"build-mcpb","package and distribute MCP servers","This skill should be used when the user wants to \"package an MCP server\", \"bundle an MCP\", \"make an MCPB\", \"ship a local MCP server\", \"distribute a local MCP\", discusses \".mcpb files\", mentions bundling a Node or Python runtime with their MCP server, or needs an MCP server that interacts with the local filesystem, desktop apps, or OS and must be installable without the user having Node\u002FPython set up.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2694,2695,2696,2697],{"name":2652,"slug":2653,"type":16},{"name":18,"slug":19,"type":16},{"name":21,"slug":22,"type":16},{"name":2698,"slug":2699,"type":16},"Packaging","packaging","2026-04-06T17:59:31.159961",{"slug":2702,"name":2702,"fn":2703,"description":2704,"org":2705,"tags":2706,"stars":23,"repoUrl":24,"updatedAt":2719},"cardputer-buddy","develop MicroPython apps for Cardputer","Iterate on the Cardputer-Adv MicroPython app bundle (Claude Buddy, Snake, Hello) after the device is already provisioned via m5-onboard. Use when the user wants to add a new app, push a single changed .py without re-flashing, watch device serial logs, or run a one-shot REPL command. Trigger on \"add an app\", \"push to the cardputer\", \"tail the device\", \"run on the device\", or follow-up work after \u002Fmaker-setup.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2707,2710,2713,2716],{"name":2708,"slug":2709,"type":16},"Hardware","hardware",{"name":2711,"slug":2712,"type":16},"M5Stack","m5stack",{"name":2714,"slug":2715,"type":16},"MicroPython","micropython",{"name":2717,"slug":2718,"type":16},"Python","python","2026-05-06T05:39:00.134385",{"slug":4,"name":4,"fn":5,"description":6,"org":2721,"tags":2722,"stars":23,"repoUrl":24,"updatedAt":25},{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2723,2724,2725],{"name":14,"slug":15,"type":16},{"name":18,"slug":19,"type":16},{"name":21,"slug":22,"type":16},{"items":2727,"total":2901},[2728,2749,2763,2775,2792,2803,2824,2841,2855,2864,2872,2885],{"slug":2729,"name":2729,"fn":2730,"description":2731,"org":2732,"tags":2733,"stars":2746,"repoUrl":2747,"updatedAt":2748},"algorithmic-art","create algorithmic art with p5.js","Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2734,2737,2740,2743],{"name":2735,"slug":2736,"type":16},"Creative","creative",{"name":2738,"slug":2739,"type":16},"Design","design",{"name":2741,"slug":2742,"type":16},"Generative Art","generative-art",{"name":2744,"slug":2745,"type":16},"JavaScript","javascript",161831,"https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fskills","2026-04-06T17:56:15.455818",{"slug":2750,"name":2750,"fn":2751,"description":2752,"org":2753,"tags":2754,"stars":2746,"repoUrl":2747,"updatedAt":2762},"brand-guidelines","apply Anthropic brand colors and typography","Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2755,2758,2759],{"name":2756,"slug":2757,"type":16},"Branding","branding",{"name":2738,"slug":2739,"type":16},{"name":2760,"slug":2761,"type":16},"Typography","typography","2026-04-06T17:56:05.042852",{"slug":2764,"name":2764,"fn":2765,"description":2766,"org":2767,"tags":2768,"stars":2746,"repoUrl":2747,"updatedAt":2774},"canvas-design","create posters and visual art as PNG or PDF","Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2769,2770,2771],{"name":2735,"slug":2736,"type":16},{"name":2738,"slug":2739,"type":16},{"name":2772,"slug":2773,"type":16},"PDF","pdf","2026-04-06T17:56:03.794732",{"slug":2776,"name":2776,"fn":2777,"description":2778,"org":2779,"tags":2780,"stars":2746,"repoUrl":2747,"updatedAt":2791},"claude-api","build apps with the Claude API","Reference for the Claude API \u002F Anthropic SDK — model ids, pricing, params, streaming, tool use, MCP, agents, caching, token counting, model migration.\nTRIGGER — read BEFORE opening the target file; don't skip because it \"looks like a one-liner\" — whenever: the prompt names Claude\u002FAnthropic in any form (Claude, Anthropic, Fable, Opus, Sonnet, Haiku, `anthropic`, `@anthropic-ai`, `claude-*`, `us.anthropic.*`, `[1m]`); the user asks about an LLM (pricing\u002Fmodel choice\u002Flimits\u002Fcaching) — never answer from memory; OR the task is LLM-shaped with provider unstated (agent\u002FMCP\u002Ftool-definition\u002Fmulti-agent\u002FRAG\u002FLLM-judge\u002Fcomputer-use; generate\u002Fsummarize\u002Fextract\u002Fclassify\u002Frewrite\u002Fconverse over NL; debugging refusals\u002Fcutoffs\u002Fstreaming\u002Ftool-calls\u002Ftokens).\nSKIP only when another provider is being worked on (overrides all triggers): OpenAI\u002FGPT\u002FGemini\u002FLlama\u002FMistral\u002FCohere\u002FOllama named in the query; OR `grep -rE 'openai|langchain_openai|google.generativeai|genai|mistralai|cohere|ollama'` over the project hits (run this grep FIRST if no provider named — don't Read the file).",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2781,2782,2783,2786,2788],{"name":2652,"slug":2653,"type":16},{"name":9,"slug":8,"type":16},{"name":2784,"slug":2785,"type":16},"Anthropic SDK","anthropic-sdk",{"name":2787,"slug":2776,"type":16},"Claude API",{"name":2789,"slug":2790,"type":16},"LLM","llm","2026-07-28T05:36:08.213335",{"slug":2793,"name":2793,"fn":2794,"description":2795,"org":2796,"tags":2797,"stars":2746,"repoUrl":2747,"updatedAt":2802},"doc-coauthoring","co-author documentation and technical specs","Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2798,2799],{"name":2656,"slug":2657,"type":16},{"name":2800,"slug":2801,"type":16},"Technical Writing","technical-writing","2026-04-06T17:56:14.18897",{"slug":2804,"name":2804,"fn":2805,"description":2806,"org":2807,"tags":2808,"stars":2746,"repoUrl":2747,"updatedAt":2823},"docx","create and edit Word documents","Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files) or Word templates (.dotx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', '.dotx', or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterheads. Also use when extracting or reorganizing content from .docx or .dotx files, inserting or replacing images in documents, performing find-and-replace in Word files, working with tracked changes or comments, or converting content into a polished Word document. If the user asks for a 'report', 'memo', 'letter', 'template', or similar deliverable as a Word or .docx file, use this skill. Do NOT use for PDFs, spreadsheets, Google Docs, or general coding tasks unrelated to document generation.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2809,2812,2814,2817,2820],{"name":2810,"slug":2811,"type":16},"Documents","documents",{"name":2813,"slug":2804,"type":16},"DOCX",{"name":2815,"slug":2816,"type":16},"Office","office",{"name":2818,"slug":2819,"type":16},"Templates","templates",{"name":2821,"slug":2822,"type":16},"Word","word","2026-07-18T05:16:23.136271",{"slug":1128,"name":1128,"fn":2825,"description":2826,"org":2827,"tags":2828,"stars":2746,"repoUrl":2747,"updatedAt":2840},"design production-grade frontend interfaces","Guidance for distinctive, intentional visual design when building new UI or reshaping an existing one. Helps with aesthetic direction, typography, and making choices that don't read as templated defaults.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2829,2830,2833,2836,2839],{"name":2738,"slug":2739,"type":16},{"name":2831,"slug":2832,"type":16},"Frontend","frontend",{"name":2834,"slug":2835,"type":16},"React","react",{"name":2837,"slug":2838,"type":16},"Tailwind CSS","tailwind-css",{"name":2672,"slug":2673,"type":16},"2026-04-06T17:56:16.723469",{"slug":2842,"name":2842,"fn":2843,"description":2844,"org":2845,"tags":2846,"stars":2746,"repoUrl":2747,"updatedAt":2854},"internal-comms","write internal company communications","A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal communications (status reports, leadership updates, 3P updates, company newsletters, FAQs, incident reports, project updates, etc.).",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2847,2850,2851],{"name":2848,"slug":2849,"type":16},"Communications","communications",{"name":2818,"slug":2819,"type":16},{"name":2852,"slug":2853,"type":16},"Writing","writing","2026-04-06T17:56:20.695522",{"slug":1770,"name":1770,"fn":2677,"description":2856,"org":2857,"tags":2858,"stars":2746,"repoUrl":2747,"updatedAt":2863},"Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node\u002FTypeScript (MCP SDK).",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2859,2860,2861,2862],{"name":2652,"slug":2653,"type":16},{"name":2683,"slug":2684,"type":16},{"name":2789,"slug":2790,"type":16},{"name":21,"slug":22,"type":16},"2026-04-06T17:56:10.357665",{"slug":2773,"name":2773,"fn":2865,"description":2866,"org":2867,"tags":2868,"stars":2746,"repoUrl":2747,"updatedAt":2871},"read edit and manipulate PDF files","Use this skill whenever the user wants to do anything with PDF files. This includes reading or extracting text\u002Ftables from PDFs, combining or merging multiple PDFs into one, splitting PDFs apart, rotating pages, adding watermarks, creating new PDFs, filling PDF forms, encrypting\u002Fdecrypting PDFs, extracting images, and OCR on scanned PDFs to make them searchable. If the user mentions a .pdf file or asks to produce one, use this skill.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2869,2870],{"name":2810,"slug":2811,"type":16},{"name":2772,"slug":2773,"type":16},"2026-04-06T17:56:02.483316",{"slug":2873,"name":2873,"fn":2874,"description":2875,"org":2876,"tags":2877,"stars":2746,"repoUrl":2747,"updatedAt":2884},"pptx","create and edit PowerPoint presentations","Use this skill any time a .pptx or .potx file is involved in any way — as input, output, or both. This includes: creating slide decks, pitch decks, or presentations; reading, parsing, or extracting text from any .pptx or .potx file (even if the extracted content will be used elsewhere, like in an email or summary); editing, modifying, or updating existing presentations; combining or splitting slide files; working with templates (.potx), layouts, speaker notes, or comments. Trigger whenever the user mentions \"deck,\" \"slides,\" \"presentation,\" or references a .pptx or .potx filename, regardless of what they plan to do with the content afterward. If a .pptx or .potx file needs to be opened, created, or touched, use this skill.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2878,2881],{"name":2879,"slug":2880,"type":16},"PowerPoint","powerpoint",{"name":2882,"slug":2883,"type":16},"Presentations","presentations","2026-07-18T05:16:24.1471",{"slug":2886,"name":2886,"fn":2887,"description":2888,"org":2889,"tags":2890,"stars":2746,"repoUrl":2747,"updatedAt":2900},"skill-creator","create and optimize agent skills","Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[2891,2892,2893,2896,2899],{"name":2652,"slug":2653,"type":16},{"name":2656,"slug":2657,"type":16},{"name":2894,"slug":2895,"type":16},"Evals","evals",{"name":2897,"slug":2898,"type":16},"Performance","performance",{"name":2800,"slug":2801,"type":16},"2026-04-19T06:45:40.804",490]