[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6PF9FA7DC124AE1VHWSTGV3":3,"skill-same:01M6PF9FA7DC124AE1VHWSTGV3":95},{"skillNo":4,"name":5,"nameZh":6,"description":6,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":11,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":15,"categories":16,"keywords":22,"publishedAt":28,"linkOnly":29,"markdownContent":30,"markdownBody":30,"frontMatter":31,"refName":32,"commitSha":33,"skillDirectory":34,"forksCount":35,"repositoryHtmlUrl":36,"repositoryHomepageUrl":6,"ownerHtmlUrl":37,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":38,"install":39,"resources":52},"01M6PF9FA7DC124AE1VHWSTGV3","mcp-standards-manager-skill",null,"sandraschi\u002Fdocumentation-mcp","sandraschi","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F34750307?v=4","01M6C42H9WE5EC9CK3N5RGZP8S","Sandra Schipal","01M6PE1X2FZP8KR5GANPPFTHA8",2,"MIT","https:\u002F\u002Fgithub.com\u002Fsandraschi\u002Fdocumentation-mcp\u002Fblob\u002Fmaster\u002Fdocs\u002Fskills\u002Fmcp-standards-manager-skill\u002FSKILL.md",[17],{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000023","Skill与智能体开发","SCENARIO","使用场景",[23,24,25,26,27],"MCP","standards","manager","mcp standards","mcp standards manager skill","2026-11-10 10:12:30",false,"\u003C!--\nSOURCE: MCP Standards Manager - Custom Skill\nAUTHOR: MCP Community\nLICENSE: MIT\nCREATED: 2026-01-20\n-->\n\n---\nname: mcp-standards-manager\ndescription: Automated MCP ecosystem standards management, compliance checking, and documentation generation for FastMCP 3.2+ servers.\n---\n\n# MCP Standards Manager\n\nComprehensive standards management for the MCP ecosystem. Use this skill when working with MCP servers, documentation, or compliance requirements.\n\n## When to Use\n\n**Use this skill for:**\n- MCP server compliance checking\n- Standards documentation generation\n- FastMCP version management\n- Repository standards setup\n- MCP ecosystem maintenance\n\n**Don't use for:**\n- General development tasks\n- Non-MCP related standards\n- Individual coding problems\n\n## Commands Available\n\n### Compliance Checking\n```\n# Check single repository\nstandards check-repo --repo \u002Fpath\u002Fto\u002Frepo\n\n# Check all repositories\nstandards check-all-repos\n\n# Generate compliance report\nstandards compliance-report --format json\n```\n\n### Documentation Generation\n```\n# Generate complete documentation\nstandards generate-docs --repo \u002Fpath\u002Fto\u002Frepo\n\n# Generate specific document\nstandards generate-doc --type readme --repo \u002Fpath\u002Fto\u002Frepo\n\n# Update all docs\nstandards docs-update --repos all\n```\n\n### Version Management\n```\n# Update FastMCP versions\nstandards update-versions --version 2.14.3\n\n# Check version compatibility\nstandards check-versions\n```\n\n### Repository Management\n```\n# Create new MCP server\nstandards create-repo --type mcp-server --name blender-mcp\n\n# Get repository status\nstandards repo-status --repos all\n```\n\n## Standards Reference\n\n### FastMCP Requirements\n- **Minimum Version**: FastMCP 3.2+\n- **Sampling Support**: Required for creative MCP servers\n- **Enhanced Response Patterns**: Mandatory for SOTA compliance\n\n### Repository Structure\n```\nmcp-server\u002F\n├── src\u002Fmcp_server_name\u002F\n├── tests\u002F\n├── docs\u002F\n├── pyproject.toml\n├── README.md\n└── .mcp-standards.yaml\n```\n\n### Documentation Standards\n- **README.md**: Short overview with links to detailed docs\n- **INSTALL.md**: Platform-specific installation instructions\n- **CHANGELOG.md**: Semantic versioning format\n- **PRD.md**: Product requirements document\n\n## Progressive Usage\n\n### Level 1: Basic Commands\nStart with simple compliance checks:\n```bash\nstandards check-repo --repo .\nstandards compliance-report\n```\n\n### Level 2: Documentation\nGenerate and update documentation:\n```bash\nstandards generate-docs --repo .\nstandards docs-update\n```\n\n### Level 3: Ecosystem Management\nManage entire MCP ecosystem:\n```bash\nstandards check-all-repos\nstandards update-versions --version 2.14.3\nstandards repo-status --repos all\n```\n\n## Error Handling\n\n### Common Errors\n```\n❌ Repository not found\n→ Check path and ensure directory exists\n\n❌ Standards version mismatch\n→ Update to latest standards version\n\n❌ FastMCP version too old\n→ Use: standards update-versions --version 2.14.3\n```\n\n### Getting Help\n- **Command help**: `standards --help`\n- **Specific command**: `standards \u003Ccommand> --help`\n- **Standards docs**: Reference MCP Central Docs\n\n## Best Practices\n\n### Repository Setup\n1. Always run `standards check-repo --repo .` after setup\n2. Use `standards generate-docs` for initial documentation\n3. Keep FastMCP versions updated with `standards update-versions`\n\n### Regular Maintenance\n- Run compliance checks weekly\n- Update documentation quarterly\n- Monitor FastMCP version releases\n\n### Team Collaboration\n- Use consistent standards across all repositories\n- Share compliance reports with team\n- Document custom standards in central docs\n\n## Integration Points\n\n### CI\u002FCD Integration\n```yaml\n# .github\u002Fworkflows\u002Fstandards.yml\n- name: Check Standards Compliance\n  run: standards check-repo --repo .\n```\n\n### IDE Integration\n- Cursor: Automatic standards validation\n- VS Code: Standards checking extensions\n- Pre-commit hooks: Standards enforcement\n\n### Repository Management\n- GitHub Actions: Automated compliance checks\n- Repository templates: Standards-compliant structure\n- Branch protection: Standards validation required\n\n## Skill Architecture\n\n### Core Components\n- **Standards Engine**: Rule interpretation and validation\n- **Documentation Engine**: Template-based generation\n- **Compliance Checker**: Automated auditing\n- **Repository Manager**: Cross-repo operations\n\n### Data Flow\n```\nUser Request → Command Parsing → Standards Engine → Repository Operations → Results\n                      ↓\n                Documentation Engine → Template Application → Validation\n                      ↓\n                Compliance Checker → Audit → Report Generation\n```\n\n## Troubleshooting\n\n### Skill Not Loading\n- Ensure SKILL.md is in correct directory\n- Check YAML frontmatter syntax\n- Verify Claude Desktop version compatibility\n\n### Command Not Found\n- Run `standards --help` to list available commands\n- Check repository has proper MCP structure\n- Ensure FastMCP dependencies are installed\n\n### Standards Out of Date\n- Run `standards update-standards` (future feature)\n- Check MCP Central Docs for latest standards\n- Update skill to latest version\n\n## Version History\n\n### 1.0.0 (Current)\n- Initial release with core standards management\n- FastMCP 3.2+ compliance checking\n- Documentation generation and validation\n- Repository management and orchestration\n- Cross-platform support\n\n### Planned Features (1.1.0)\n- Real-time compliance monitoring\n- Advanced documentation analysis\n- Automated standards updates\n- Multi-repository orchestration\n- Performance optimization tools\n\n---\n\n**This skill maintains MCP ecosystem quality and consistency across all repositories and team members.**",{},"master","be156301b65e301887f327d08190ed4f17ba08d2","docs\u002Fskills\u002Fmcp-standards-manager-skill",0,"https:\u002F\u002Fgithub.com\u002Fsandraschi\u002Fdocumentation-mcp","https:\u002F\u002Fgithub.com\u002Fsandraschi","2026-11-12 11:03:54",{"source":7,"skillName":5,"commands":40,"prompt":50,"zipAvailable":51},[41,44,47],{"tool":42,"command":43},"npx","npx skills add sandraschi\u002Fdocumentation-mcp --skill mcp-standards-manager-skill",{"tool":45,"command":46},"bunx","bunx skills add 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Research","Use MCP Central Docs server to search, ask, and retrieve documentation (FastMCP, standards, packaging).","https:\u002F\u002Fgithub.com\u002Fsandraschi\u002Fdocumentation-mcp\u002Fblob\u002Fmaster\u002Fsrc\u002Fdocs_mcp\u002Fskills\u002Fdocs-research\u002FSKILL.md",[102,105],{"categoryNo":103,"categoryName":104,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000021","资料检索与研究",{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},[107,108,109,24,110,111,112,113,114,115,116,23],"docs research","docs","research","use","packaging","ask","server","search","fastmcp","documentation",{"skillNo":118,"name":119,"nameZh":6,"description":120,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":11,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":121,"categories":122,"keywords":123,"publishedAt":28},"01M6PFAN4DAENMY574Q7Q3CB3H","wrappee-drift","Read-only, single-repo audit of a repo's tool coverage against the software it wraps (its current real API\u002Fdocs, not training-data memory) and against comparable\u002Fcompeting wrappers. Trigger when the user says \"wrappee drift\" followed by a repo name, \"capability audit\" followed by a repo name, or asks whether a repo is missing features the wrapped software or a competitor now has. Always scoped to one named repo per invocation -- never trigger this fleet-wide or unprompted; that is explicitly against the SOP. Do NOT trigger for internal fleet-standard compliance (that is drift-scan) or strategic worth\u002Farchive decisions (that is quality-check) -- this is specifically about the gap between the repo's tool list and the wrapped software's\u002Fcompetitors' actual current capabilities.","https:\u002F\u002Fgithub.com\u002Fsandraschi\u002Fdocumentation-mcp\u002Fblob\u002Fmaster\u002Fdocs\u002Fskills\u002Fwrappee-drift\u002FSKILL.md",[],[124,125,126,127,128,129,130,131,132,133,134,135,136,137,138,139,140,141,142,143],"drift","wrappee drift","api","data","audit","capabilities","training","memory","features","repo audit","competitors","fleet","now","software","tool list","only","never","coverage","list","read",{"skillNo":145,"name":146,"nameZh":6,"description":6,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":11,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":147,"categories":148,"keywords":153,"publishedAt":28},"01M6PFADA3X031SK3W3T6X0N6H","modules","https:\u002F\u002Fgithub.com\u002Fsandraschi\u002Fdocumentation-mcp\u002Fblob\u002Fmaster\u002Fdocs\u002Fskills\u002Fwindsurf-mcp-standards\u002Fmodules\u002FSKILL.md",[149,152],{"categoryNo":150,"categoryName":151,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000011","运维与部署",{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},[146],{"skillNo":155,"name":156,"nameZh":6,"description":157,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":11,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":158,"categories":159,"keywords":164,"publishedAt":28},"01M6PFA8YA029N68TW0X31FB1W","mcp-standards","Use when developing MCP servers to access comprehensive standards for scaffolding, packaging, sampling, documentation, testing, error handling, monitoring, and CI\u002FCD workflows.","https:\u002F\u002Fgithub.com\u002Fsandraschi\u002Fdocumentation-mcp\u002Fblob\u002Fmaster\u002Fdocs\u002Fskills\u002Fwindsurf-mcp-standards\u002FSKILL.md",[160,163],{"categoryNo":161,"categoryName":162,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000008","测试与质量",{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},[26,23,24,110,165,166,167,168,169,170,171,172,173,174,175,176,116,177,178,111],"monitoring","sampling","scaffolding","servers","cd","error","for","CI\u002FCD","access","ci","mcp servers","error handling","workflows","testing",{"skillNo":180,"name":181,"nameZh":6,"description":182,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":11,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":183,"categories":184,"keywords":187,"publishedAt":28},"01M6PFA1XX344WX57B0DJZY94Q","webapp-cua-test","Run the pre-Tauri CUA click-through test (real browser, dev stack, OCR \"Connected\" wait, sidebar nav walk) for a fleet MCP server repo under D:\\Dev\\repos. Trigger when the user says \"cua webapp test\" or \"webapp clickthrough\" followed by a repo name, asks for an e2e click-through of a webapp, or asks whether a webapp boots and connects in a real browser. Not for the installed NSIS app (that is the nsis-build skill \u002F cua-nsis-test) and not for DOM assertions (Playwright), and not for hunting fake data or dead buttons (fakefind).","https:\u002F\u002Fgithub.com\u002Fsandraschi\u002Fdocumentation-mcp\u002Fblob\u002Fmaster\u002Fdocs\u002Fskills\u002Fwebapp-cua-test\u002FSKILL.md",[185,186],{"categoryNo":161,"categoryName":162,"taxonomyType":20,"taxonomyTypeDesc":21},{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},[188,189,190,191,192,23,193,194,195,171,196,197,198,199,200,201,202,203,113,204],"webapp","test","webapp cua test","playwright","mcp server","dev","dom","assertions","trigger","click","app","tauri","repo","stack","e2e","ocr","browser",{"skillNo":206,"name":207,"nameZh":6,"description":208,"descriptionZh":6,"repositoryFullName":7,"ownerLogin":8,"ownerAvatarUrl":9,"ownerAccountNo":10,"ownerDisplayName":11,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":209,"categories":210,"keywords":212,"publishedAt":28},"01M6PF9WYF6NWJR7WVN38TT0WH","ship","Final release gate for a fleet MCP server repo under D:\\Dev\\repos -- run all quality gates, build the release artifact, verify it, commit, push, and cut a GitHub release. Trigger this whenever the user says \"ship it\", \"ship\" followed by a repo name, \"release\" followed by a repo name, or asks to finalize and publish work that's already been done in a repo. This is the terminal step after assfix\u002Fnsis-build, not a substitute for them -- if the repo hasn't been assessed recently, say so before shipping rather than shipping blind.","https:\u002F\u002Fgithub.com\u002Fsandraschi\u002Fdocumentation-mcp\u002Fblob\u002Fmaster\u002Fdocs\u002Fskills\u002Fship\u002FSKILL.md",[211],{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},[207,200,171,196,213,214,215,216,217,218,219,113,220,193,221,222,223,192,224,23],"gates","ship it","artifact","done","say","work","publish","push","shipping","quality gates","commit","github"]