[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-anthropic-skill-development":3,"mdc--3jalwi-key":34,"related-repo-anthropic-skill-development":3495,"related-org-anthropic-skill-development":3601},{"slug":4,"name":4,"fn":5,"description":6,"org":7,"tags":12,"stars":20,"repoUrl":21,"updatedAt":22,"license":23,"forks":24,"topics":25,"repo":29,"sourceUrl":32,"mdContent":33},"skill-development","develop and organize AI skills","This skill should be used when the user wants to \"create a skill\", \"add a skill to plugin\", \"write a new skill\", \"improve skill description\", \"organize skill content\", or needs guidance on skill structure, progressive disclosure, or skill development best practices for Claude Code plugins.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},"anthropic","Anthropic","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Fanthropic.png","anthropics",[13,17],{"name":14,"slug":15,"type":16},"Documentation","documentation","tag",{"name":18,"slug":19,"type":16},"Technical Writing","technical-writing",32228,"https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fclaude-plugins-official","2026-04-10T04:55:44.081552",null,3591,[26,27,28],"claude-code","mcp","skills",{"repoUrl":21,"stars":20,"forks":24,"topics":30,"description":31},[26,27,28],"Official, Anthropic-managed directory of high quality Claude Code Plugins.","https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fclaude-plugins-official\u002Ftree\u002FHEAD\u002Fplugins\u002Fplugin-dev\u002Fskills\u002Fskill-development","---\nname: skill-development\ndescription: This skill should be used when the user wants to \"create a skill\", \"add a skill to plugin\", \"write a new skill\", \"improve skill description\", \"organize skill content\", or needs guidance on skill structure, progressive disclosure, or skill development best practices for Claude Code plugins.\nversion: 0.1.0\n---\n\n# Skill Development for Claude Code Plugins\n\nThis skill provides guidance for creating effective skills for Claude Code plugins.\n\n## About Skills\n\nSkills are modular, self-contained packages that extend Claude's capabilities by providing\nspecialized knowledge, workflows, and tools. Think of them as \"onboarding guides\" for specific\ndomains or tasks—they transform Claude from a general-purpose agent into a specialized agent\nequipped with procedural knowledge that no model can fully possess.\n\n### What Skills Provide\n\n1. Specialized workflows - Multi-step procedures for specific domains\n2. Tool integrations - Instructions for working with specific file formats or APIs\n3. Domain expertise - Company-specific knowledge, schemas, business logic\n4. Bundled resources - Scripts, references, and assets for complex and repetitive tasks\n\n### Anatomy of a Skill\n\nEvery skill consists of a required SKILL.md file and optional bundled resources:\n\n```\nskill-name\u002F\n├── SKILL.md (required)\n│   ├── YAML frontmatter metadata (required)\n│   │   ├── name: (required)\n│   │   └── description: (required)\n│   └── Markdown instructions (required)\n└── Bundled Resources (optional)\n    ├── scripts\u002F          - Executable code (Python\u002FBash\u002Fetc.)\n    ├── references\u002F       - Documentation intended to be loaded into context as needed\n    └── assets\u002F           - Files used in output (templates, icons, fonts, etc.)\n```\n\n#### SKILL.md (required)\n\n**Metadata Quality:** The `name` and `description` in YAML frontmatter determine when Claude will use the skill. Be specific about what the skill does and when to use it. Use the third-person (e.g. \"This skill should be used when...\" instead of \"Use this skill when...\").\n\n#### Bundled Resources (optional)\n\n##### Scripts (`scripts\u002F`)\n\nExecutable code (Python\u002FBash\u002Fetc.) for tasks that require deterministic reliability or are repeatedly rewritten.\n\n- **When to include**: When the same code is being rewritten repeatedly or deterministic reliability is needed\n- **Example**: `scripts\u002Frotate_pdf.py` for PDF rotation tasks\n- **Benefits**: Token efficient, deterministic, may be executed without loading into context\n- **Note**: Scripts may still need to be read by Claude for patching or environment-specific adjustments\n\n##### References (`references\u002F`)\n\nDocumentation and reference material intended to be loaded as needed into context to inform Claude's process and thinking.\n\n- **When to include**: For documentation that Claude should reference while working\n- **Examples**: `references\u002Ffinance.md` for financial schemas, `references\u002Fmnda.md` for company NDA template, `references\u002Fpolicies.md` for company policies, `references\u002Fapi_docs.md` for API specifications\n- **Use cases**: Database schemas, API documentation, domain knowledge, company policies, detailed workflow guides\n- **Benefits**: Keeps SKILL.md lean, loaded only when Claude determines it's needed\n- **Best practice**: If files are large (>10k words), include grep search patterns in SKILL.md\n- **Avoid duplication**: Information should live in either SKILL.md or references files, not both. Prefer references files for detailed information unless it's truly core to the skill—this keeps SKILL.md lean while making information discoverable without hogging the context window. Keep only essential procedural instructions and workflow guidance in SKILL.md; move detailed reference material, schemas, and examples to references files.\n\n##### Assets (`assets\u002F`)\n\nFiles not intended to be loaded into context, but rather used within the output Claude produces.\n\n- **When to include**: When the skill needs files that will be used in the final output\n- **Examples**: `assets\u002Flogo.png` for brand assets, `assets\u002Fslides.pptx` for PowerPoint templates, `assets\u002Ffrontend-template\u002F` for HTML\u002FReact boilerplate, `assets\u002Ffont.ttf` for typography\n- **Use cases**: Templates, images, icons, boilerplate code, fonts, sample documents that get copied or modified\n- **Benefits**: Separates output resources from documentation, enables Claude to use files without loading them into context\n\n### Progressive Disclosure Design Principle\n\nSkills use a three-level loading system to manage context efficiently:\n\n1. **Metadata (name + description)** - Always in context (~100 words)\n2. **SKILL.md body** - When skill triggers (\u003C5k words)\n3. **Bundled resources** - As needed by Claude (Unlimited*)\n\n*Unlimited because scripts can be executed without reading into context window.\n\n## Skill Creation Process\n\nTo create a skill, follow the \"Skill Creation Process\" in order, skipping steps only if there is a clear reason why they are not applicable.\n\n### Step 1: Understanding the Skill with Concrete Examples\n\nSkip this step only when the skill's usage patterns are already clearly understood. It remains valuable even when working with an existing skill.\n\nTo create an effective skill, clearly understand concrete examples of how the skill will be used. This understanding can come from either direct user examples or generated examples that are validated with user feedback.\n\nFor example, when building an image-editor skill, relevant questions include:\n\n- \"What functionality should the image-editor skill support? Editing, rotating, anything else?\"\n- \"Can you give some examples of how this skill would be used?\"\n- \"I can imagine users asking for things like 'Remove the red-eye from this image' or 'Rotate this image'. Are there other ways you imagine this skill being used?\"\n- \"What would a user say that should trigger this skill?\"\n\nTo avoid overwhelming users, avoid asking too many questions in a single message. Start with the most important questions and follow up as needed for better effectiveness.\n\nConclude this step when there is a clear sense of the functionality the skill should support.\n\n### Step 2: Planning the Reusable Skill Contents\n\nTo turn concrete examples into an effective skill, analyze each example by:\n\n1. Considering how to execute on the example from scratch\n2. Identifying what scripts, references, and assets would be helpful when executing these workflows repeatedly\n\nExample: When building a `pdf-editor` skill to handle queries like \"Help me rotate this PDF,\" the analysis shows:\n\n1. Rotating a PDF requires re-writing the same code each time\n2. A `scripts\u002Frotate_pdf.py` script would be helpful to store in the skill\n\nExample: When designing a `frontend-webapp-builder` skill for queries like \"Build me a todo app\" or \"Build me a dashboard to track my steps,\" the analysis shows:\n\n1. Writing a frontend webapp requires the same boilerplate HTML\u002FReact each time\n2. An `assets\u002Fhello-world\u002F` template containing the boilerplate HTML\u002FReact project files would be helpful to store in the skill\n\nExample: When building a `big-query` skill to handle queries like \"How many users have logged in today?\" the analysis shows:\n\n1. Querying BigQuery requires re-discovering the table schemas and relationships each time\n2. A `references\u002Fschema.md` file documenting the table schemas would be helpful to store in the skill\n\n**For Claude Code plugins:** When building a hooks skill, the analysis shows:\n1. Developers repeatedly need to validate hooks.json and test hook scripts\n2. `scripts\u002Fvalidate-hook-schema.sh` and `scripts\u002Ftest-hook.sh` utilities would be helpful\n3. `references\u002Fpatterns.md` for detailed hook patterns to avoid bloating SKILL.md\n\nTo establish the skill's contents, analyze each concrete example to create a list of the reusable resources to include: scripts, references, and assets.\n\n### Step 3: Create Skill Structure\n\nFor Claude Code plugins, create the skill directory structure:\n\n```bash\nmkdir -p plugin-name\u002Fskills\u002Fskill-name\u002F{references,examples,scripts}\ntouch plugin-name\u002Fskills\u002Fskill-name\u002FSKILL.md\n```\n\n**Note:** Unlike the generic skill-creator which uses `init_skill.py`, plugin skills are created directly in the plugin's `skills\u002F` directory with a simpler manual structure.\n\n### Step 4: Edit the Skill\n\nWhen editing the (newly-created or existing) skill, remember that the skill is being created for another instance of Claude to use. Focus on including information that would be beneficial and non-obvious to Claude. Consider what procedural knowledge, domain-specific details, or reusable assets would help another Claude instance execute these tasks more effectively.\n\n#### Start with Reusable Skill Contents\n\nTo begin implementation, start with the reusable resources identified above: `scripts\u002F`, `references\u002F`, and `assets\u002F` files. Note that this step may require user input. For example, when implementing a `brand-guidelines` skill, the user may need to provide brand assets or templates to store in `assets\u002F`, or documentation to store in `references\u002F`.\n\nAlso, delete any example files and directories not needed for the skill. Create only the directories you actually need (references\u002F, examples\u002F, scripts\u002F).\n\n#### Update SKILL.md\n\n**Writing Style:** Write the entire skill using **imperative\u002Finfinitive form** (verb-first instructions), not second person. Use objective, instructional language (e.g., \"To accomplish X, do Y\" rather than \"You should do X\" or \"If you need to do X\"). This maintains consistency and clarity for AI consumption.\n\n**Description (Frontmatter):** Use third-person format with specific trigger phrases:\n\n```yaml\n---\nname: Skill Name\ndescription: This skill should be used when the user asks to \"specific phrase 1\", \"specific phrase 2\", \"specific phrase 3\". Include exact phrases users would say that should trigger this skill. Be concrete and specific.\nversion: 0.1.0\n---\n```\n\n**Good description examples:**\n```yaml\ndescription: This skill should be used when the user asks to \"create a hook\", \"add a PreToolUse hook\", \"validate tool use\", \"implement prompt-based hooks\", or mentions hook events (PreToolUse, PostToolUse, Stop).\n```\n\n**Bad description examples:**\n```yaml\ndescription: Use this skill when working with hooks.  # Wrong person, vague\ndescription: Load when user needs hook help.  # Not third person\ndescription: Provides hook guidance.  # No trigger phrases\n```\n\nTo complete SKILL.md body, answer the following questions:\n\n1. What is the purpose of the skill, in a few sentences?\n2. When should the skill be used? (Include this in frontmatter description with specific triggers)\n3. In practice, how should Claude use the skill? All reusable skill contents developed above should be referenced so that Claude knows how to use them.\n\n**Keep SKILL.md lean:** Target 1,500-2,000 words for the body. Move detailed content to references\u002F:\n- Detailed patterns → `references\u002Fpatterns.md`\n- Advanced techniques → `references\u002Fadvanced.md`\n- Migration guides → `references\u002Fmigration.md`\n- API references → `references\u002Fapi-reference.md`\n\n**Reference resources in SKILL.md:**\n```markdown\n## Additional Resources\n\n### Reference Files\n\nFor detailed patterns and techniques, consult:\n- **`references\u002Fpatterns.md`** - Common patterns\n- **`references\u002Fadvanced.md`** - Advanced use cases\n\n### Example Files\n\nWorking examples in `examples\u002F`:\n- **`example-script.sh`** - Working example\n```\n\n### Step 5: Validate and Test\n\n**For plugin skills, validation is different from generic skills:**\n\n1. **Check structure**: Skill directory in `plugin-name\u002Fskills\u002Fskill-name\u002F`\n2. **Validate SKILL.md**: Has frontmatter with name and description\n3. **Check trigger phrases**: Description includes specific user queries\n4. **Verify writing style**: Body uses imperative\u002Finfinitive form, not second person\n5. **Test progressive disclosure**: SKILL.md is lean (~1,500-2,000 words), detailed content in references\u002F\n6. **Check references**: All referenced files exist\n7. **Validate examples**: Examples are complete and correct\n8. **Test scripts**: Scripts are executable and work correctly\n\n**Use the skill-reviewer agent:**\n```\nAsk: \"Review my skill and check if it follows best practices\"\n```\n\nThe skill-reviewer agent will check description quality, content organization, and progressive disclosure.\n\n### Step 6: Iterate\n\nAfter testing the skill, users may request improvements. Often this happens right after using the skill, with fresh context of how the skill performed.\n\n**Iteration workflow:**\n1. Use the skill on real tasks\n2. Notice struggles or inefficiencies\n3. Identify how SKILL.md or bundled resources should be updated\n4. Implement changes and test again\n\n**Common improvements:**\n- Strengthen trigger phrases in description\n- Move long sections from SKILL.md to references\u002F\n- Add missing examples or scripts\n- Clarify ambiguous instructions\n- Add edge case handling\n\n## Plugin-Specific Considerations\n\n### Skill Location in Plugins\n\nPlugin skills live in the plugin's `skills\u002F` directory:\n\n```\nmy-plugin\u002F\n├── .claude-plugin\u002F\n│   └── plugin.json\n├── commands\u002F\n├── agents\u002F\n└── skills\u002F\n    └── my-skill\u002F\n        ├── SKILL.md\n        ├── references\u002F\n        ├── examples\u002F\n        └── scripts\u002F\n```\n\n### Auto-Discovery\n\nClaude Code automatically discovers skills:\n- Scans `skills\u002F` directory\n- Finds subdirectories containing `SKILL.md`\n- Loads skill metadata (name + description) always\n- Loads SKILL.md body when skill triggers\n- Loads references\u002Fexamples when needed\n\n### No Packaging Needed\n\nPlugin skills are distributed as part of the plugin, not as separate ZIP files. Users get skills when they install the plugin.\n\n### Testing in Plugins\n\nTest skills by installing plugin locally:\n\n```bash\n# Test with --plugin-dir\ncc --plugin-dir \u002Fpath\u002Fto\u002Fplugin\n\n# Ask questions that should trigger the skill\n# Verify skill loads correctly\n```\n\n## Examples from Plugin-Dev\n\nStudy the skills in this plugin as examples of best practices:\n\n**hook-development skill:**\n- Excellent trigger phrases: \"create a hook\", \"add a PreToolUse hook\", etc.\n- Lean SKILL.md (1,651 words)\n- 3 references\u002F files for detailed content\n- 3 examples\u002F of working hooks\n- 3 scripts\u002F utilities\n\n**agent-development skill:**\n- Strong triggers: \"create an agent\", \"agent frontmatter\", etc.\n- Focused SKILL.md (1,438 words)\n- References include the AI generation prompt from Claude Code\n- Complete agent examples\n\n**plugin-settings skill:**\n- Specific triggers: \"plugin settings\", \".local.md files\", \"YAML frontmatter\"\n- References show real implementations (multi-agent-swarm, ralph-loop)\n- Working parsing scripts\n\nEach demonstrates progressive disclosure and strong triggering.\n\n## Progressive Disclosure in Practice\n\n### What Goes in SKILL.md\n\n**Include (always loaded when skill triggers):**\n- Core concepts and overview\n- Essential procedures and workflows\n- Quick reference tables\n- Pointers to references\u002Fexamples\u002Fscripts\n- Most common use cases\n\n**Keep under 3,000 words, ideally 1,500-2,000 words**\n\n### What Goes in references\u002F\n\n**Move to references\u002F (loaded as needed):**\n- Detailed patterns and advanced techniques\n- Comprehensive API documentation\n- Migration guides\n- Edge cases and troubleshooting\n- Extensive examples and walkthroughs\n\n**Each reference file can be large (2,000-5,000+ words)**\n\n### What Goes in examples\u002F\n\n**Working code examples:**\n- Complete, runnable scripts\n- Configuration files\n- Template files\n- Real-world usage examples\n\n**Users can copy and adapt these directly**\n\n### What Goes in scripts\u002F\n\n**Utility scripts:**\n- Validation tools\n- Testing helpers\n- Parsing utilities\n- Automation scripts\n\n**Should be executable and documented**\n\n## Writing Style Requirements\n\n### Imperative\u002FInfinitive Form\n\nWrite using verb-first instructions, not second person:\n\n**Correct (imperative):**\n```\nTo create a hook, define the event type.\nConfigure the MCP server with authentication.\nValidate settings before use.\n```\n\n**Incorrect (second person):**\n```\nYou should create a hook by defining the event type.\nYou need to configure the MCP server.\nYou must validate settings before use.\n```\n\n### Third-Person in Description\n\nThe frontmatter description must use third person:\n\n**Correct:**\n```yaml\ndescription: This skill should be used when the user asks to \"create X\", \"configure Y\"...\n```\n\n**Incorrect:**\n```yaml\ndescription: Use this skill when you want to create X...\ndescription: Load this skill when user asks...\n```\n\n### Objective, Instructional Language\n\nFocus on what to do, not who should do it:\n\n**Correct:**\n```\nParse the frontmatter using sed.\nExtract fields with grep.\nValidate values before use.\n```\n\n**Incorrect:**\n```\nYou can parse the frontmatter...\nClaude should extract fields...\nThe user might validate values...\n```\n\n## Validation Checklist\n\nBefore finalizing a skill:\n\n**Structure:**\n- [ ] SKILL.md file exists with valid YAML frontmatter\n- [ ] Frontmatter has `name` and `description` fields\n- [ ] Markdown body is present and substantial\n- [ ] Referenced files actually exist\n\n**Description Quality:**\n- [ ] Uses third person (\"This skill should be used when...\")\n- [ ] Includes specific trigger phrases users would say\n- [ ] Lists concrete scenarios (\"create X\", \"configure Y\")\n- [ ] Not vague or generic\n\n**Content Quality:**\n- [ ] SKILL.md body uses imperative\u002Finfinitive form\n- [ ] Body is focused and lean (1,500-2,000 words ideal, \u003C5k max)\n- [ ] Detailed content moved to references\u002F\n- [ ] Examples are complete and working\n- [ ] Scripts are executable and documented\n\n**Progressive Disclosure:**\n- [ ] Core concepts in SKILL.md\n- [ ] Detailed docs in references\u002F\n- [ ] Working code in examples\u002F\n- [ ] Utilities in scripts\u002F\n- [ ] SKILL.md references these resources\n\n**Testing:**\n- [ ] Skill triggers on expected user queries\n- [ ] Content is helpful for intended tasks\n- [ ] No duplicated information across files\n- [ ] References load when needed\n\n## Common Mistakes to Avoid\n\n### Mistake 1: Weak Trigger Description\n\n❌ **Bad:**\n```yaml\ndescription: Provides guidance for working with hooks.\n```\n\n**Why bad:** Vague, no specific trigger phrases, not third person\n\n✅ **Good:**\n```yaml\ndescription: This skill should be used when the user asks to \"create a hook\", \"add a PreToolUse hook\", \"validate tool use\", or mentions hook events. Provides comprehensive hooks API guidance.\n```\n\n**Why good:** Third person, specific phrases, concrete scenarios\n\n### Mistake 2: Too Much in SKILL.md\n\n❌ **Bad:**\n```\nskill-name\u002F\n└── SKILL.md  (8,000 words - everything in one file)\n```\n\n**Why bad:** Bloats context when skill loads, detailed content always loaded\n\n✅ **Good:**\n```\nskill-name\u002F\n├── SKILL.md  (1,800 words - core essentials)\n└── references\u002F\n    ├── patterns.md (2,500 words)\n    └── advanced.md (3,700 words)\n```\n\n**Why good:** Progressive disclosure, detailed content loaded only when needed\n\n### Mistake 3: Second Person Writing\n\n❌ **Bad:**\n```markdown\nYou should start by reading the configuration file.\nYou need to validate the input.\nYou can use the grep tool to search.\n```\n\n**Why bad:** Second person, not imperative form\n\n✅ **Good:**\n```markdown\nStart by reading the configuration file.\nValidate the input before processing.\nUse the grep tool to search for patterns.\n```\n\n**Why good:** Imperative form, direct instructions\n\n### Mistake 4: Missing Resource References\n\n❌ **Bad:**\n```markdown\n# SKILL.md\n\n[Core content]\n\n[No mention of references\u002F or examples\u002F]\n```\n\n**Why bad:** Claude doesn't know references exist\n\n✅ **Good:**\n```markdown\n# SKILL.md\n\n[Core content]\n\n## Additional Resources\n\n### Reference Files\n- **`references\u002Fpatterns.md`** - Detailed patterns\n- **`references\u002Fadvanced.md`** - Advanced techniques\n\n### Examples\n- **`examples\u002Fscript.sh`** - Working example\n```\n\n**Why good:** Claude knows where to find additional information\n\n## Quick Reference\n\n### Minimal Skill\n\n```\nskill-name\u002F\n└── SKILL.md\n```\n\nGood for: Simple knowledge, no complex resources needed\n\n### Standard Skill (Recommended)\n\n```\nskill-name\u002F\n├── SKILL.md\n├── references\u002F\n│   └── detailed-guide.md\n└── examples\u002F\n    └── working-example.sh\n```\n\nGood for: Most plugin skills with detailed documentation\n\n### Complete Skill\n\n```\nskill-name\u002F\n├── SKILL.md\n├── references\u002F\n│   ├── patterns.md\n│   └── advanced.md\n├── examples\u002F\n│   ├── example1.sh\n│   └── example2.json\n└── scripts\u002F\n    └── validate.sh\n```\n\nGood for: Complex domains with validation utilities\n\n## Best Practices Summary\n\n✅ **DO:**\n- Use third-person in description (\"This skill should be used when...\")\n- Include specific trigger phrases (\"create X\", \"configure Y\")\n- Keep SKILL.md lean (1,500-2,000 words)\n- Use progressive disclosure (move details to references\u002F)\n- Write in imperative\u002Finfinitive form\n- Reference supporting files clearly\n- Provide working examples\n- Create utility scripts for common operations\n- Study plugin-dev's skills as templates\n\n❌ **DON'T:**\n- Use second person anywhere\n- Have vague trigger conditions\n- Put everything in SKILL.md (>3,000 words without references\u002F)\n- Write in second person (\"You should...\")\n- Leave resources unreferenced\n- Include broken or incomplete examples\n- Skip validation\n\n## Additional Resources\n\n### Study These Skills\n\nPlugin-dev's skills demonstrate best practices:\n- `..\u002Fhook-development\u002F` - Progressive disclosure, utilities\n- `..\u002Fagent-development\u002F` - AI-assisted creation, references\n- `..\u002Fmcp-integration\u002F` - Comprehensive references\n- `..\u002Fplugin-settings\u002F` - Real-world examples\n- `..\u002Fcommand-development\u002F` - Clear critical concepts\n- `..\u002Fplugin-structure\u002F` - Good organization\n\n### Reference Files\n\nFor complete skill-creator methodology:\n- **`references\u002Fskill-creator-original.md`** - Full original skill-creator content\n\n## Implementation Workflow\n\nTo create a skill for your plugin:\n\n1. **Understand use cases**: Identify concrete examples of skill usage\n2. **Plan resources**: Determine what scripts\u002Freferences\u002Fexamples needed\n3. **Create structure**: `mkdir -p skills\u002Fskill-name\u002F{references,examples,scripts}`\n4. **Write SKILL.md**:\n   - Frontmatter with third-person description and trigger phrases\n   - Lean body (1,500-2,000 words) in imperative form\n   - Reference supporting files\n5. **Add resources**: Create references\u002F, examples\u002F, scripts\u002F as needed\n6. **Validate**: Check description, writing style, organization\n7. **Test**: Verify skill loads on expected triggers\n8. **Iterate**: Improve based on usage\n\nFocus on strong trigger descriptions, progressive disclosure, and imperative writing style for effective skills that load when needed and provide targeted guidance.\n",{"data":35,"body":37},{"name":4,"description":6,"version":36},"0.1.0",{"type":38,"children":39},"root",[40,49,55,62,67,74,99,105,110,123,130,157,163,178,183,235,248,253,345,358,363,433,439,444,477,482,488,493,499,504,509,514,537,542,547,553,558,571,584,604,617,638,650,670,680,717,722,728,733,779,805,811,816,822,870,875,881,898,908,988,996,1019,1027,1098,1103,1121,1131,1177,1185,1407,1413,1421,1510,1518,1527,1532,1538,1543,1551,1574,1582,1610,1616,1622,1634,1643,1649,1654,1695,1701,1706,1712,1717,1773,1779,1784,1792,1820,1828,1851,1859,1877,1882,1888,1894,1902,1930,1938,1944,1952,1980,1988,1994,2002,2025,2033,2039,2047,2070,2078,2084,2090,2095,2103,2112,2120,2129,2135,2140,2148,2171,2179,2218,2224,2229,2236,2245,2252,2261,2267,2272,2280,2337,2345,2385,2393,2442,2450,2499,2507,2547,2553,2559,2569,2592,2602,2612,2635,2645,2651,2659,2668,2677,2685,2694,2703,2709,2717,2748,2757,2765,2796,2805,2811,2819,2869,2878,2886,3069,3078,3084,3090,3099,3104,3110,3119,3124,3130,3139,3144,3150,3159,3207,3216,3254,3260,3266,3271,3340,3346,3351,3368,3374,3379,3484,3489],{"type":41,"tag":42,"props":43,"children":45},"element","h1",{"id":44},"skill-development-for-claude-code-plugins",[46],{"type":47,"value":48},"text","Skill Development for Claude Code Plugins",{"type":41,"tag":50,"props":51,"children":52},"p",{},[53],{"type":47,"value":54},"This skill provides guidance for creating effective skills for Claude Code plugins.",{"type":41,"tag":56,"props":57,"children":59},"h2",{"id":58},"about-skills",[60],{"type":47,"value":61},"About Skills",{"type":41,"tag":50,"props":63,"children":64},{},[65],{"type":47,"value":66},"Skills are modular, self-contained packages that extend Claude's capabilities by providing\nspecialized knowledge, workflows, and tools. Think of them as \"onboarding guides\" for specific\ndomains or tasks—they transform Claude from a general-purpose agent into a specialized agent\nequipped with procedural knowledge that no model can fully possess.",{"type":41,"tag":68,"props":69,"children":71},"h3",{"id":70},"what-skills-provide",[72],{"type":47,"value":73},"What Skills Provide",{"type":41,"tag":75,"props":76,"children":77},"ol",{},[78,84,89,94],{"type":41,"tag":79,"props":80,"children":81},"li",{},[82],{"type":47,"value":83},"Specialized workflows - Multi-step procedures for specific domains",{"type":41,"tag":79,"props":85,"children":86},{},[87],{"type":47,"value":88},"Tool integrations - Instructions for working with specific file formats or APIs",{"type":41,"tag":79,"props":90,"children":91},{},[92],{"type":47,"value":93},"Domain expertise - Company-specific knowledge, schemas, business logic",{"type":41,"tag":79,"props":95,"children":96},{},[97],{"type":47,"value":98},"Bundled resources - Scripts, references, and assets for complex and repetitive tasks",{"type":41,"tag":68,"props":100,"children":102},{"id":101},"anatomy-of-a-skill",[103],{"type":47,"value":104},"Anatomy of a Skill",{"type":41,"tag":50,"props":106,"children":107},{},[108],{"type":47,"value":109},"Every skill consists of a required SKILL.md file and optional bundled resources:",{"type":41,"tag":111,"props":112,"children":116},"pre",{"className":113,"code":115,"language":47},[114],"language-text","skill-name\u002F\n├── SKILL.md (required)\n│   ├── YAML frontmatter metadata (required)\n│   │   ├── name: (required)\n│   │   └── description: (required)\n│   └── Markdown instructions (required)\n└── Bundled Resources (optional)\n    ├── scripts\u002F          - Executable code (Python\u002FBash\u002Fetc.)\n    ├── references\u002F       - Documentation intended to be loaded into context as needed\n    └── assets\u002F           - Files used in output (templates, icons, fonts, etc.)\n",[117],{"type":41,"tag":118,"props":119,"children":121},"code",{"__ignoreMap":120},"",[122],{"type":47,"value":115},{"type":41,"tag":124,"props":125,"children":127},"h4",{"id":126},"skillmd-required",[128],{"type":47,"value":129},"SKILL.md (required)",{"type":41,"tag":50,"props":131,"children":132},{},[133,139,141,147,149,155],{"type":41,"tag":134,"props":135,"children":136},"strong",{},[137],{"type":47,"value":138},"Metadata Quality:",{"type":47,"value":140}," The ",{"type":41,"tag":118,"props":142,"children":144},{"className":143},[],[145],{"type":47,"value":146},"name",{"type":47,"value":148}," and ",{"type":41,"tag":118,"props":150,"children":152},{"className":151},[],[153],{"type":47,"value":154},"description",{"type":47,"value":156}," in YAML frontmatter determine when Claude will use the skill. Be specific about what the skill does and when to use it. Use the third-person (e.g. \"This skill should be used when...\" instead of \"Use this skill when...\").",{"type":41,"tag":124,"props":158,"children":160},{"id":159},"bundled-resources-optional",[161],{"type":47,"value":162},"Bundled Resources (optional)",{"type":41,"tag":164,"props":165,"children":167},"h5",{"id":166},"scripts-scripts",[168,170,176],{"type":47,"value":169},"Scripts (",{"type":41,"tag":118,"props":171,"children":173},{"className":172},[],[174],{"type":47,"value":175},"scripts\u002F",{"type":47,"value":177},")",{"type":41,"tag":50,"props":179,"children":180},{},[181],{"type":47,"value":182},"Executable code (Python\u002FBash\u002Fetc.) for tasks that require deterministic reliability or are repeatedly rewritten.",{"type":41,"tag":184,"props":185,"children":186},"ul",{},[187,197,215,225],{"type":41,"tag":79,"props":188,"children":189},{},[190,195],{"type":41,"tag":134,"props":191,"children":192},{},[193],{"type":47,"value":194},"When to include",{"type":47,"value":196},": When the same code is being rewritten repeatedly or deterministic reliability is needed",{"type":41,"tag":79,"props":198,"children":199},{},[200,205,207,213],{"type":41,"tag":134,"props":201,"children":202},{},[203],{"type":47,"value":204},"Example",{"type":47,"value":206},": ",{"type":41,"tag":118,"props":208,"children":210},{"className":209},[],[211],{"type":47,"value":212},"scripts\u002Frotate_pdf.py",{"type":47,"value":214}," for PDF rotation tasks",{"type":41,"tag":79,"props":216,"children":217},{},[218,223],{"type":41,"tag":134,"props":219,"children":220},{},[221],{"type":47,"value":222},"Benefits",{"type":47,"value":224},": Token efficient, deterministic, may be executed without loading into context",{"type":41,"tag":79,"props":226,"children":227},{},[228,233],{"type":41,"tag":134,"props":229,"children":230},{},[231],{"type":47,"value":232},"Note",{"type":47,"value":234},": Scripts may still need to be read by Claude for patching or environment-specific adjustments",{"type":41,"tag":164,"props":236,"children":238},{"id":237},"references-references",[239,241,247],{"type":47,"value":240},"References (",{"type":41,"tag":118,"props":242,"children":244},{"className":243},[],[245],{"type":47,"value":246},"references\u002F",{"type":47,"value":177},{"type":41,"tag":50,"props":249,"children":250},{},[251],{"type":47,"value":252},"Documentation and reference material intended to be loaded as needed into context to inform Claude's process and thinking.",{"type":41,"tag":184,"props":254,"children":255},{},[256,265,306,316,325,335],{"type":41,"tag":79,"props":257,"children":258},{},[259,263],{"type":41,"tag":134,"props":260,"children":261},{},[262],{"type":47,"value":194},{"type":47,"value":264},": For documentation that Claude should reference while working",{"type":41,"tag":79,"props":266,"children":267},{},[268,273,274,280,282,288,290,296,298,304],{"type":41,"tag":134,"props":269,"children":270},{},[271],{"type":47,"value":272},"Examples",{"type":47,"value":206},{"type":41,"tag":118,"props":275,"children":277},{"className":276},[],[278],{"type":47,"value":279},"references\u002Ffinance.md",{"type":47,"value":281}," for financial schemas, ",{"type":41,"tag":118,"props":283,"children":285},{"className":284},[],[286],{"type":47,"value":287},"references\u002Fmnda.md",{"type":47,"value":289}," for company NDA template, ",{"type":41,"tag":118,"props":291,"children":293},{"className":292},[],[294],{"type":47,"value":295},"references\u002Fpolicies.md",{"type":47,"value":297}," for company policies, ",{"type":41,"tag":118,"props":299,"children":301},{"className":300},[],[302],{"type":47,"value":303},"references\u002Fapi_docs.md",{"type":47,"value":305}," for API specifications",{"type":41,"tag":79,"props":307,"children":308},{},[309,314],{"type":41,"tag":134,"props":310,"children":311},{},[312],{"type":47,"value":313},"Use cases",{"type":47,"value":315},": Database schemas, API documentation, domain knowledge, company policies, detailed workflow guides",{"type":41,"tag":79,"props":317,"children":318},{},[319,323],{"type":41,"tag":134,"props":320,"children":321},{},[322],{"type":47,"value":222},{"type":47,"value":324},": Keeps SKILL.md lean, loaded only when Claude determines it's needed",{"type":41,"tag":79,"props":326,"children":327},{},[328,333],{"type":41,"tag":134,"props":329,"children":330},{},[331],{"type":47,"value":332},"Best practice",{"type":47,"value":334},": If files are large (>10k words), include grep search patterns in SKILL.md",{"type":41,"tag":79,"props":336,"children":337},{},[338,343],{"type":41,"tag":134,"props":339,"children":340},{},[341],{"type":47,"value":342},"Avoid duplication",{"type":47,"value":344},": Information should live in either SKILL.md or references files, not both. Prefer references files for detailed information unless it's truly core to the skill—this keeps SKILL.md lean while making information discoverable without hogging the context window. Keep only essential procedural instructions and workflow guidance in SKILL.md; move detailed reference material, schemas, and examples to references files.",{"type":41,"tag":164,"props":346,"children":348},{"id":347},"assets-assets",[349,351,357],{"type":47,"value":350},"Assets (",{"type":41,"tag":118,"props":352,"children":354},{"className":353},[],[355],{"type":47,"value":356},"assets\u002F",{"type":47,"value":177},{"type":41,"tag":50,"props":359,"children":360},{},[361],{"type":47,"value":362},"Files not intended to be loaded into context, but rather used within the output Claude produces.",{"type":41,"tag":184,"props":364,"children":365},{},[366,375,415,424],{"type":41,"tag":79,"props":367,"children":368},{},[369,373],{"type":41,"tag":134,"props":370,"children":371},{},[372],{"type":47,"value":194},{"type":47,"value":374},": When the skill needs files that will be used in the final output",{"type":41,"tag":79,"props":376,"children":377},{},[378,382,383,389,391,397,399,405,407,413],{"type":41,"tag":134,"props":379,"children":380},{},[381],{"type":47,"value":272},{"type":47,"value":206},{"type":41,"tag":118,"props":384,"children":386},{"className":385},[],[387],{"type":47,"value":388},"assets\u002Flogo.png",{"type":47,"value":390}," for brand assets, ",{"type":41,"tag":118,"props":392,"children":394},{"className":393},[],[395],{"type":47,"value":396},"assets\u002Fslides.pptx",{"type":47,"value":398}," for PowerPoint templates, ",{"type":41,"tag":118,"props":400,"children":402},{"className":401},[],[403],{"type":47,"value":404},"assets\u002Ffrontend-template\u002F",{"type":47,"value":406}," for HTML\u002FReact boilerplate, ",{"type":41,"tag":118,"props":408,"children":410},{"className":409},[],[411],{"type":47,"value":412},"assets\u002Ffont.ttf",{"type":47,"value":414}," for typography",{"type":41,"tag":79,"props":416,"children":417},{},[418,422],{"type":41,"tag":134,"props":419,"children":420},{},[421],{"type":47,"value":313},{"type":47,"value":423},": Templates, images, icons, boilerplate code, fonts, sample documents that get copied or modified",{"type":41,"tag":79,"props":425,"children":426},{},[427,431],{"type":41,"tag":134,"props":428,"children":429},{},[430],{"type":47,"value":222},{"type":47,"value":432},": Separates output resources from documentation, enables Claude to use files without loading them into context",{"type":41,"tag":68,"props":434,"children":436},{"id":435},"progressive-disclosure-design-principle",[437],{"type":47,"value":438},"Progressive Disclosure Design Principle",{"type":41,"tag":50,"props":440,"children":441},{},[442],{"type":47,"value":443},"Skills use a three-level loading system to manage context efficiently:",{"type":41,"tag":75,"props":445,"children":446},{},[447,457,467],{"type":41,"tag":79,"props":448,"children":449},{},[450,455],{"type":41,"tag":134,"props":451,"children":452},{},[453],{"type":47,"value":454},"Metadata (name + description)",{"type":47,"value":456}," - Always in context (~100 words)",{"type":41,"tag":79,"props":458,"children":459},{},[460,465],{"type":41,"tag":134,"props":461,"children":462},{},[463],{"type":47,"value":464},"SKILL.md body",{"type":47,"value":466}," - When skill triggers (\u003C5k words)",{"type":41,"tag":79,"props":468,"children":469},{},[470,475],{"type":41,"tag":134,"props":471,"children":472},{},[473],{"type":47,"value":474},"Bundled resources",{"type":47,"value":476}," - As needed by Claude (Unlimited*)",{"type":41,"tag":50,"props":478,"children":479},{},[480],{"type":47,"value":481},"*Unlimited because scripts can be executed without reading into context window.",{"type":41,"tag":56,"props":483,"children":485},{"id":484},"skill-creation-process",[486],{"type":47,"value":487},"Skill Creation Process",{"type":41,"tag":50,"props":489,"children":490},{},[491],{"type":47,"value":492},"To create a skill, follow the \"Skill Creation Process\" in order, skipping steps only if there is a clear reason why they are not applicable.",{"type":41,"tag":68,"props":494,"children":496},{"id":495},"step-1-understanding-the-skill-with-concrete-examples",[497],{"type":47,"value":498},"Step 1: Understanding the Skill with Concrete Examples",{"type":41,"tag":50,"props":500,"children":501},{},[502],{"type":47,"value":503},"Skip this step only when the skill's usage patterns are already clearly understood. It remains valuable even when working with an existing skill.",{"type":41,"tag":50,"props":505,"children":506},{},[507],{"type":47,"value":508},"To create an effective skill, clearly understand concrete examples of how the skill will be used. This understanding can come from either direct user examples or generated examples that are validated with user feedback.",{"type":41,"tag":50,"props":510,"children":511},{},[512],{"type":47,"value":513},"For example, when building an image-editor skill, relevant questions include:",{"type":41,"tag":184,"props":515,"children":516},{},[517,522,527,532],{"type":41,"tag":79,"props":518,"children":519},{},[520],{"type":47,"value":521},"\"What functionality should the image-editor skill support? Editing, rotating, anything else?\"",{"type":41,"tag":79,"props":523,"children":524},{},[525],{"type":47,"value":526},"\"Can you give some examples of how this skill would be used?\"",{"type":41,"tag":79,"props":528,"children":529},{},[530],{"type":47,"value":531},"\"I can imagine users asking for things like 'Remove the red-eye from this image' or 'Rotate this image'. Are there other ways you imagine this skill being used?\"",{"type":41,"tag":79,"props":533,"children":534},{},[535],{"type":47,"value":536},"\"What would a user say that should trigger this skill?\"",{"type":41,"tag":50,"props":538,"children":539},{},[540],{"type":47,"value":541},"To avoid overwhelming users, avoid asking too many questions in a single message. Start with the most important questions and follow up as needed for better effectiveness.",{"type":41,"tag":50,"props":543,"children":544},{},[545],{"type":47,"value":546},"Conclude this step when there is a clear sense of the functionality the skill should support.",{"type":41,"tag":68,"props":548,"children":550},{"id":549},"step-2-planning-the-reusable-skill-contents",[551],{"type":47,"value":552},"Step 2: Planning the Reusable Skill Contents",{"type":41,"tag":50,"props":554,"children":555},{},[556],{"type":47,"value":557},"To turn concrete examples into an effective skill, analyze each example by:",{"type":41,"tag":75,"props":559,"children":560},{},[561,566],{"type":41,"tag":79,"props":562,"children":563},{},[564],{"type":47,"value":565},"Considering how to execute on the example from scratch",{"type":41,"tag":79,"props":567,"children":568},{},[569],{"type":47,"value":570},"Identifying what scripts, references, and assets would be helpful when executing these workflows repeatedly",{"type":41,"tag":50,"props":572,"children":573},{},[574,576,582],{"type":47,"value":575},"Example: When building a ",{"type":41,"tag":118,"props":577,"children":579},{"className":578},[],[580],{"type":47,"value":581},"pdf-editor",{"type":47,"value":583}," skill to handle queries like \"Help me rotate this PDF,\" the analysis shows:",{"type":41,"tag":75,"props":585,"children":586},{},[587,592],{"type":41,"tag":79,"props":588,"children":589},{},[590],{"type":47,"value":591},"Rotating a PDF requires re-writing the same code each time",{"type":41,"tag":79,"props":593,"children":594},{},[595,597,602],{"type":47,"value":596},"A ",{"type":41,"tag":118,"props":598,"children":600},{"className":599},[],[601],{"type":47,"value":212},{"type":47,"value":603}," script would be helpful to store in the skill",{"type":41,"tag":50,"props":605,"children":606},{},[607,609,615],{"type":47,"value":608},"Example: When designing a ",{"type":41,"tag":118,"props":610,"children":612},{"className":611},[],[613],{"type":47,"value":614},"frontend-webapp-builder",{"type":47,"value":616}," skill for queries like \"Build me a todo app\" or \"Build me a dashboard to track my steps,\" the analysis shows:",{"type":41,"tag":75,"props":618,"children":619},{},[620,625],{"type":41,"tag":79,"props":621,"children":622},{},[623],{"type":47,"value":624},"Writing a frontend webapp requires the same boilerplate HTML\u002FReact each time",{"type":41,"tag":79,"props":626,"children":627},{},[628,630,636],{"type":47,"value":629},"An ",{"type":41,"tag":118,"props":631,"children":633},{"className":632},[],[634],{"type":47,"value":635},"assets\u002Fhello-world\u002F",{"type":47,"value":637}," template containing the boilerplate HTML\u002FReact project files would be helpful to store in the skill",{"type":41,"tag":50,"props":639,"children":640},{},[641,642,648],{"type":47,"value":575},{"type":41,"tag":118,"props":643,"children":645},{"className":644},[],[646],{"type":47,"value":647},"big-query",{"type":47,"value":649}," skill to handle queries like \"How many users have logged in today?\" the analysis shows:",{"type":41,"tag":75,"props":651,"children":652},{},[653,658],{"type":41,"tag":79,"props":654,"children":655},{},[656],{"type":47,"value":657},"Querying BigQuery requires re-discovering the table schemas and relationships each time",{"type":41,"tag":79,"props":659,"children":660},{},[661,662,668],{"type":47,"value":596},{"type":41,"tag":118,"props":663,"children":665},{"className":664},[],[666],{"type":47,"value":667},"references\u002Fschema.md",{"type":47,"value":669}," file documenting the table schemas would be helpful to store in the 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directory with a simpler manual structure.",{"type":41,"tag":68,"props":806,"children":808},{"id":807},"step-4-edit-the-skill",[809],{"type":47,"value":810},"Step 4: Edit the Skill",{"type":41,"tag":50,"props":812,"children":813},{},[814],{"type":47,"value":815},"When editing the (newly-created or existing) skill, remember that the skill is being created for another instance of Claude to use. Focus on including information that would be beneficial and non-obvious to Claude. Consider what procedural knowledge, domain-specific details, or reusable assets would help another Claude instance execute these tasks more effectively.",{"type":41,"tag":124,"props":817,"children":819},{"id":818},"start-with-reusable-skill-contents",[820],{"type":47,"value":821},"Start with Reusable Skill Contents",{"type":41,"tag":50,"props":823,"children":824},{},[825,827,832,834,839,841,846,848,854,856,861,863,868],{"type":47,"value":826},"To begin implementation, start with the reusable resources identified above: ",{"type":41,"tag":118,"props":828,"children":830},{"className":829},[],[831],{"type":47,"value":175},{"type":47,"value":833},", ",{"type":41,"tag":118,"props":835,"children":837},{"className":836},[],[838],{"type":47,"value":246},{"type":47,"value":840},", and ",{"type":41,"tag":118,"props":842,"children":844},{"className":843},[],[845],{"type":47,"value":356},{"type":47,"value":847}," files. Note that this step may require user input. For example, when implementing a ",{"type":41,"tag":118,"props":849,"children":851},{"className":850},[],[852],{"type":47,"value":853},"brand-guidelines",{"type":47,"value":855}," skill, the user may need to provide brand assets or templates to store in ",{"type":41,"tag":118,"props":857,"children":859},{"className":858},[],[860],{"type":47,"value":356},{"type":47,"value":862},", or documentation to store in ",{"type":41,"tag":118,"props":864,"children":866},{"className":865},[],[867],{"type":47,"value":246},{"type":47,"value":869},".",{"type":41,"tag":50,"props":871,"children":872},{},[873],{"type":47,"value":874},"Also, delete any example files and directories not needed for the skill. Create only the directories you actually need (references\u002F, examples\u002F, scripts\u002F).",{"type":41,"tag":124,"props":876,"children":878},{"id":877},"update-skillmd",[879],{"type":47,"value":880},"Update SKILL.md",{"type":41,"tag":50,"props":882,"children":883},{},[884,889,891,896],{"type":41,"tag":134,"props":885,"children":886},{},[887],{"type":47,"value":888},"Writing Style:",{"type":47,"value":890}," Write the entire skill using ",{"type":41,"tag":134,"props":892,"children":893},{},[894],{"type":47,"value":895},"imperative\u002Finfinitive form",{"type":47,"value":897}," (verb-first instructions), not second person. Use objective, instructional language (e.g., \"To accomplish X, do Y\" rather than \"You should do X\" or \"If you need to do X\"). This maintains consistency and clarity for AI consumption.",{"type":41,"tag":50,"props":899,"children":900},{},[901,906],{"type":41,"tag":134,"props":902,"children":903},{},[904],{"type":47,"value":905},"Description (Frontmatter):",{"type":47,"value":907}," Use third-person format with specific trigger phrases:",{"type":41,"tag":111,"props":909,"children":913},{"className":910,"code":911,"language":912,"meta":120,"style":120},"language-yaml shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","---\nname: Skill Name\ndescription: This skill should be used when the user asks to \"specific phrase 1\", \"specific phrase 2\", \"specific phrase 3\". Include exact phrases users would say that should trigger this skill. 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(Include this in frontmatter description with specific triggers)",{"type":41,"tag":79,"props":1117,"children":1118},{},[1119],{"type":47,"value":1120},"In practice, how should Claude use the skill? All reusable skill contents developed above should be referenced so that Claude knows how to use them.",{"type":41,"tag":50,"props":1122,"children":1123},{},[1124,1129],{"type":41,"tag":134,"props":1125,"children":1126},{},[1127],{"type":47,"value":1128},"Keep SKILL.md lean:",{"type":47,"value":1130}," Target 1,500-2,000 words for the body. 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SKILL.md",{"type":47,"value":1372},{"type":41,"tag":184,"props":3427,"children":3428},{},[3429,3434,3439],{"type":41,"tag":79,"props":3430,"children":3431},{},[3432],{"type":47,"value":3433},"Frontmatter with third-person description and trigger phrases",{"type":41,"tag":79,"props":3435,"children":3436},{},[3437],{"type":47,"value":3438},"Lean body (1,500-2,000 words) in imperative form",{"type":41,"tag":79,"props":3440,"children":3441},{},[3442],{"type":47,"value":3443},"Reference supporting files",{"type":41,"tag":79,"props":3445,"children":3446},{},[3447,3452],{"type":41,"tag":134,"props":3448,"children":3449},{},[3450],{"type":47,"value":3451},"Add resources",{"type":47,"value":3453},": Create references\u002F, examples\u002F, scripts\u002F as needed",{"type":41,"tag":79,"props":3455,"children":3456},{},[3457,3462],{"type":41,"tag":134,"props":3458,"children":3459},{},[3460],{"type":47,"value":3461},"Validate",{"type":47,"value":3463},": Check description, writing style, organization",{"type":41,"tag":79,"props":3465,"children":3466},{},[3467,3472],{"type":41,"tag":134,"props":3468,"children":3469},{},[3470],{"type":47,"value":3471},"Test",{"type":47,"value":3473},": Verify skill loads on expected triggers",{"type":41,"tag":79,"props":3475,"children":3476},{},[3477,3482],{"type":41,"tag":134,"props":3478,"children":3479},{},[3480],{"type":47,"value":3481},"Iterate",{"type":47,"value":3483},": Improve based on usage",{"type":41,"tag":50,"props":3485,"children":3486},{},[3487],{"type":47,"value":3488},"Focus on strong trigger descriptions, progressive disclosure, and imperative writing style for effective skills that load when needed and provide targeted guidance.",{"type":41,"tag":3490,"props":3491,"children":3492},"style",{},[3493],{"type":47,"value":3494},"html .light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html.light .shiki span {color: var(--shiki-light);background: var(--shiki-light-bg);font-style: var(--shiki-light-font-style);font-weight: var(--shiki-light-font-weight);text-decoration: var(--shiki-light-text-decoration);}html .default .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .shiki span {color: var(--shiki-default);background: var(--shiki-default-bg);font-style: var(--shiki-default-font-style);font-weight: var(--shiki-default-font-weight);text-decoration: var(--shiki-default-text-decoration);}html .dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}html.dark .shiki span {color: var(--shiki-dark);background: var(--shiki-dark-bg);font-style: var(--shiki-dark-font-style);font-weight: var(--shiki-dark-font-weight);text-decoration: var(--shiki-dark-text-decoration);}",{"items":3496,"total":3600},[3497,3513,3528,3543,3556,3569,3588],{"slug":3498,"name":3498,"fn":3499,"description":3500,"org":3501,"tags":3502,"stars":20,"repoUrl":21,"updatedAt":3512},"access","manage iMessage channel access and permissions","Manage iMessage channel access — approve pairings, edit allowlists, set DM\u002Fgroup policy. Use when the user asks to pair, approve someone, check who's allowed, or change policy for the iMessage channel.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[3503,3506,3509],{"name":3504,"slug":3505,"type":16},"Access Control","access-control",{"name":3507,"slug":3508,"type":16},"iMessage","imessage",{"name":3510,"slug":3511,"type":16},"Messaging","messaging","2026-04-12T04:54:55.917969",{"slug":3514,"name":3514,"fn":3515,"description":3516,"org":3517,"tags":3518,"stars":20,"repoUrl":21,"updatedAt":3527},"agent-development","develop and configure AI agents","This skill should be used when the user asks to \"create an agent\", \"add an agent\", \"write a subagent\", \"agent frontmatter\", \"when to use description\", \"agent examples\", \"agent tools\", \"agent colors\", \"autonomous agent\", or needs guidance on agent structure, system prompts, triggering conditions, or agent development best practices for Claude Code plugins.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[3519,3522,3523,3524],{"name":3520,"slug":3521,"type":16},"Agents","agents",{"name":9,"slug":8,"type":16},{"name":14,"slug":15,"type":16},{"name":3525,"slug":3526,"type":16},"Plugin Development","plugin-development","2026-04-10T04:55:41.251084",{"slug":3529,"name":3529,"fn":3530,"description":3531,"org":3532,"tags":3533,"stars":20,"repoUrl":21,"updatedAt":3542},"build-mcp-app","build MCP apps with interactive UI","This skill should be used when the user wants to build an \"MCP app\", add \"interactive UI\" or \"widgets\" to an MCP server, \"render components in chat\", build \"MCP UI resources\", make a tool that shows a \"form\", \"picker\", \"dashboard\" or \"confirmation dialog\" inline in the conversation, or mentions \"apps SDK\" in the context of MCP. Use AFTER the build-mcp-server skill has settled the deployment model, or when the user already knows they want UI widgets.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[3534,3535,3537,3539],{"name":3520,"slug":3521,"type":16},{"name":3536,"slug":26,"type":16},"Claude Code",{"name":3538,"slug":27,"type":16},"MCP",{"name":3540,"slug":3541,"type":16},"UI Components","ui-components","2026-04-06T17:59:32.421865",{"slug":3544,"name":3544,"fn":3545,"description":3546,"org":3547,"tags":3548,"stars":20,"repoUrl":21,"updatedAt":3555},"build-mcp-server","build MCP servers","This skill should be used when the user asks to \"build an MCP server\", \"create an MCP\", \"make an MCP integration\", \"wrap an API for Claude\", \"expose tools to Claude\", \"make an MCP app\", or discusses building something with the Model Context Protocol. 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},[3549,3550,3553,3554],{"name":3520,"slug":3521,"type":16},{"name":3551,"slug":3552,"type":16},"API Development","api-development",{"name":3536,"slug":26,"type":16},{"name":3538,"slug":27,"type":16},"2026-04-06T17:59:33.744601",{"slug":3557,"name":3557,"fn":3558,"description":3559,"org":3560,"tags":3561,"stars":20,"repoUrl":21,"updatedAt":3568},"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},[3562,3563,3564,3565],{"name":3520,"slug":3521,"type":16},{"name":3536,"slug":26,"type":16},{"name":3538,"slug":27,"type":16},{"name":3566,"slug":3567,"type":16},"Packaging","packaging","2026-04-06T17:59:31.159961",{"slug":3570,"name":3570,"fn":3571,"description":3572,"org":3573,"tags":3574,"stars":20,"repoUrl":21,"updatedAt":3587},"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},[3575,3578,3581,3584],{"name":3576,"slug":3577,"type":16},"Hardware","hardware",{"name":3579,"slug":3580,"type":16},"M5Stack","m5stack",{"name":3582,"slug":3583,"type":16},"MicroPython","micropython",{"name":3585,"slug":3586,"type":16},"Python","python","2026-05-06T05:39:00.134385",{"slug":3589,"name":3589,"fn":3590,"description":3591,"org":3592,"tags":3593,"stars":20,"repoUrl":21,"updatedAt":3599},"claude-automation-recommender","recommend Claude Code automations","Analyze a codebase and recommend Claude Code automations (hooks, subagents, skills, plugins, MCP servers). 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.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[3594,3597,3598],{"name":3595,"slug":3596,"type":16},"Agent Context","agent-context",{"name":3536,"slug":26,"type":16},{"name":3538,"slug":27,"type":16},"2026-04-06T18:00:34.049624",25,{"items":3602,"total":3775},[3603,3624,3637,3649,3666,3675,3696,3714,3728,3738,3746,3759],{"slug":3604,"name":3604,"fn":3605,"description":3606,"org":3607,"tags":3608,"stars":3621,"repoUrl":3622,"updatedAt":3623},"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},[3609,3612,3615,3618],{"name":3610,"slug":3611,"type":16},"Creative","creative",{"name":3613,"slug":3614,"type":16},"Design","design",{"name":3616,"slug":3617,"type":16},"Generative Art","generative-art",{"name":3619,"slug":3620,"type":16},"JavaScript","javascript",161831,"https:\u002F\u002Fgithub.com\u002Fanthropics\u002Fskills","2026-04-06T17:56:15.455818",{"slug":853,"name":853,"fn":3625,"description":3626,"org":3627,"tags":3628,"stars":3621,"repoUrl":3622,"updatedAt":3636},"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},[3629,3632,3633],{"name":3630,"slug":3631,"type":16},"Branding","branding",{"name":3613,"slug":3614,"type":16},{"name":3634,"slug":3635,"type":16},"Typography","typography","2026-04-06T17:56:05.042852",{"slug":3638,"name":3638,"fn":3639,"description":3640,"org":3641,"tags":3642,"stars":3621,"repoUrl":3622,"updatedAt":3648},"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},[3643,3644,3645],{"name":3610,"slug":3611,"type":16},{"name":3613,"slug":3614,"type":16},{"name":3646,"slug":3647,"type":16},"PDF","pdf","2026-04-06T17:56:03.794732",{"slug":3650,"name":3650,"fn":3651,"description":3652,"org":3653,"tags":3654,"stars":3621,"repoUrl":3622,"updatedAt":3665},"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},[3655,3656,3657,3660,3662],{"name":3520,"slug":3521,"type":16},{"name":9,"slug":8,"type":16},{"name":3658,"slug":3659,"type":16},"Anthropic SDK","anthropic-sdk",{"name":3661,"slug":3650,"type":16},"Claude API",{"name":3663,"slug":3664,"type":16},"LLM","llm","2026-07-28T05:36:08.213335",{"slug":3667,"name":3667,"fn":3668,"description":3669,"org":3670,"tags":3671,"stars":3621,"repoUrl":3622,"updatedAt":3674},"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},[3672,3673],{"name":14,"slug":15,"type":16},{"name":18,"slug":19,"type":16},"2026-04-06T17:56:14.18897",{"slug":3676,"name":3676,"fn":3677,"description":3678,"org":3679,"tags":3680,"stars":3621,"repoUrl":3622,"updatedAt":3695},"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},[3681,3684,3686,3689,3692],{"name":3682,"slug":3683,"type":16},"Documents","documents",{"name":3685,"slug":3676,"type":16},"DOCX",{"name":3687,"slug":3688,"type":16},"Office","office",{"name":3690,"slug":3691,"type":16},"Templates","templates",{"name":3693,"slug":3694,"type":16},"Word","word","2026-07-18T05:16:23.136271",{"slug":3697,"name":3697,"fn":3698,"description":3699,"org":3700,"tags":3701,"stars":3621,"repoUrl":3622,"updatedAt":3713},"frontend-design","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},[3702,3703,3706,3709,3712],{"name":3613,"slug":3614,"type":16},{"name":3704,"slug":3705,"type":16},"Frontend","frontend",{"name":3707,"slug":3708,"type":16},"React","react",{"name":3710,"slug":3711,"type":16},"Tailwind CSS","tailwind-css",{"name":3540,"slug":3541,"type":16},"2026-04-06T17:56:16.723469",{"slug":3715,"name":3715,"fn":3716,"description":3717,"org":3718,"tags":3719,"stars":3621,"repoUrl":3622,"updatedAt":3727},"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},[3720,3723,3724],{"name":3721,"slug":3722,"type":16},"Communications","communications",{"name":3690,"slug":3691,"type":16},{"name":3725,"slug":3726,"type":16},"Writing","writing","2026-04-06T17:56:20.695522",{"slug":3729,"name":3729,"fn":3545,"description":3730,"org":3731,"tags":3732,"stars":3621,"repoUrl":3622,"updatedAt":3737},"mcp-builder","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},[3733,3734,3735,3736],{"name":3520,"slug":3521,"type":16},{"name":3551,"slug":3552,"type":16},{"name":3663,"slug":3664,"type":16},{"name":3538,"slug":27,"type":16},"2026-04-06T17:56:10.357665",{"slug":3647,"name":3647,"fn":3739,"description":3740,"org":3741,"tags":3742,"stars":3621,"repoUrl":3622,"updatedAt":3745},"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},[3743,3744],{"name":3682,"slug":3683,"type":16},{"name":3646,"slug":3647,"type":16},"2026-04-06T17:56:02.483316",{"slug":3747,"name":3747,"fn":3748,"description":3749,"org":3750,"tags":3751,"stars":3621,"repoUrl":3622,"updatedAt":3758},"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},[3752,3755],{"name":3753,"slug":3754,"type":16},"PowerPoint","powerpoint",{"name":3756,"slug":3757,"type":16},"Presentations","presentations","2026-07-18T05:16:24.1471",{"slug":3760,"name":3760,"fn":3761,"description":3762,"org":3763,"tags":3764,"stars":3621,"repoUrl":3622,"updatedAt":3774},"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},[3765,3766,3767,3770,3773],{"name":3520,"slug":3521,"type":16},{"name":14,"slug":15,"type":16},{"name":3768,"slug":3769,"type":16},"Evals","evals",{"name":3771,"slug":3772,"type":16},"Performance","performance",{"name":18,"slug":19,"type":16},"2026-04-19T06:45:40.804",490]