[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-microsoft-guidelines":3,"mdc-ml153r-key":35,"related-org-microsoft-guidelines":464,"related-repo-microsoft-guidelines":659},{"slug":4,"name":4,"fn":5,"description":6,"org":7,"tags":11,"stars":23,"repoUrl":24,"updatedAt":25,"license":26,"forks":27,"topics":28,"repo":30,"sourceUrl":33,"mdContent":34},"guidelines","apply framework migration and transformation rules","Collection of framework-to-framework migration rules and transformation patterns (e.g., Struts→Spring MVC, JSP→Thymeleaf, EJB→Spring Boot).\nTriggers: \"check migration guidelines\", \"look up transformation rules\", \"find Struts-to-Spring patterns\", \"apply migration conventions\", \"conversion rules for X→Y\".\nAlso consumed automatically by breaking-down-tasks and implementing-code during migration workflows.\nNOT for: direct execution — other skills scan this directory.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},"microsoft","Microsoft","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Fmicrosoft.png",[12,16,19,20],{"name":13,"slug":14,"type":15},"Modernization","modernization","tag",{"name":17,"slug":18,"type":15},"Java","java",{"name":9,"slug":8,"type":15},{"name":21,"slug":22,"type":15},"Migration","migration",34,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fgithub-copilot-modernization","2026-07-03T16:31:08.783756",null,8,[29,14],"copilot",{"repoUrl":24,"stars":23,"forks":27,"topics":31,"description":32},[29,14],"GitHub Copilot modernization agent","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fgithub-copilot-modernization\u002Ftree\u002FHEAD\u002Fplugins\u002Fgithub-copilot-modernization\u002Fskills\u002Fguidelines","---\nname: guidelines\ndescription: |\n  Collection of framework-to-framework migration rules and transformation patterns (e.g., Struts→Spring MVC, JSP→Thymeleaf, EJB→Spring Boot).\n  Triggers: \"check migration guidelines\", \"look up transformation rules\", \"find Struts-to-Spring patterns\", \"apply migration conventions\", \"conversion rules for X→Y\".\n  Also consumed automatically by breaking-down-tasks and implementing-code during migration workflows.\n  NOT for: direct execution — other skills scan this directory.\n---\n\n## User Input\n\nYou **MUST** consider the user input before proceeding (if not empty).\n\n\n## Purpose\n\nGuidelines are curated, domain-specific knowledge bases providing:\n- **Migration patterns**: Technology-to-technology recipes\n- **Transformation rules**: Concrete mappings and conversion templates\n- **Checklists**: Step-by-step validation criteria\n\n## Directory Structure\n\n```\nskills\u002Fguidelines\u002F\n├── SKILL.md                    # This file - lookup mechanism\n├── struts-to-spring\u002F           # Struts 2 → Spring Boot 3.x\n│   └── SKILL.md\n└── {domain}\u002F                   # Future guideline domains\n    └── SKILL.md\n```\n\n## Lookup Mechanism\n\nWhen other skills need guideline lookup:\n\n1. **Context Analysis**: Extract technology keywords from spec\u002Fplan\u002Fcode.\n2. **Guideline Discovery**: Search `skills\u002Fguidelines\u002F` subdirectories for matching patterns.\n3. **Application**: Load matching SKILL.md, extract applicable rules for current phase.\n\n## Integration Points\n\n| Workflow Step | Guideline Application |\n|---------------|----------------------|\n| Specification | Domain constraints, scope boundaries |\n| Planning | Technology decisions, architecture patterns |\n| Tasks | Transformation tasks, file-by-file changes |\n| Implementation | Code transformation rules, test patterns |\n| Completeness | Validation checklists, coverage criteria |\n\n## Creating New Guidelines\n\n1. Create directory: `skills\u002Fguidelines\u002F{domain}\u002F`\n2. Create `SKILL.md` with:\n   - Metadata header (name, description, triggers)\n   - Rules organized by migration step\n   - Concrete transformation examples (before\u002Fafter)\n   - Validation checklist\n\n## Documenting Applied Guidelines\n\nWhen guidelines are applied, document in the relevant artifact:\n\n```markdown\n## Applied Guidelines\n- **Guideline**: struts-to-spring\n- **Rules Used**: convert-action-to-controller, convert-validation\n- **Reference**: skills\u002Fguidelines\u002Fstruts-to-spring\u002FSKILL.md\n```\n",{"data":36,"body":37},{"name":4,"description":6},{"type":38,"children":39},"root",[40,49,63,69,74,109,115,128,134,139,181,187,280,286,336,342,347,458],{"type":41,"tag":42,"props":43,"children":45},"element","h2",{"id":44},"user-input",[46],{"type":47,"value":48},"text","User Input",{"type":41,"tag":50,"props":51,"children":52},"p",{},[53,55,61],{"type":47,"value":54},"You 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skills\u002Fguidelines\u002Fstruts-to-spring\u002FSKILL.md\n","markdown",[353],{"type":41,"tag":123,"props":354,"children":355},{"__ignoreMap":125},[356,374,406,432],{"type":41,"tag":357,"props":358,"children":361},"span",{"class":359,"line":360},"line",1,[362,368],{"type":41,"tag":357,"props":363,"children":365},{"style":364},"--shiki-light:#39ADB5;--shiki-default:#89DDFF;--shiki-dark:#89DDFF",[366],{"type":47,"value":367},"## ",{"type":41,"tag":357,"props":369,"children":371},{"style":370},"--shiki-light:#E2931D;--shiki-default:#FFCB6B;--shiki-dark:#FFCB6B",[372],{"type":47,"value":373},"Applied 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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":465,"total":658},[466,488,509,528,543,560,571,584,599,614,633,646],{"slug":467,"name":467,"fn":468,"description":469,"org":470,"tags":471,"stars":485,"repoUrl":486,"updatedAt":487},"rushstack-best-practices","manage Rush monorepos with best practices","Provides best practices and guidance for working with Rush monorepos. Use when the user is working in a Rush-based repository, asks about Rush commands (install, update, build, rebuild), needs help with project selection, dependency management, build caching, subspace configuration, or troubleshooting Rush-specific issues.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[472,475,478,479,482],{"name":473,"slug":474,"type":15},"Engineering","engineering",{"name":476,"slug":477,"type":15},"Local Development","local-development",{"name":9,"slug":8,"type":15},{"name":480,"slug":481,"type":15},"Project Management","project-management",{"name":483,"slug":484,"type":15},"Rush","rush",6484,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Frushstack","2026-04-06T18:34:44.965032",{"slug":489,"name":489,"fn":490,"description":491,"org":492,"tags":493,"stars":506,"repoUrl":507,"updatedAt":508},"azure-ai-agents-persistent-dotnet","build AI agents with Azure .NET SDK","Azure AI Agents Persistent SDK for .NET. Low-level SDK for creating and managing AI agents with threads, messages, runs, and tools. Use for agent CRUD, conversation threads, streaming responses, function calling, file search, and code interpreter. Triggers: \"PersistentAgentsClient\", \"persistent agents\", \"agent threads\", \"agent runs\", \"streaming agents\", \"function calling agents .NET\".\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[494,497,500,503],{"name":495,"slug":496,"type":15},".NET","net",{"name":498,"slug":499,"type":15},"Agents","agents",{"name":501,"slug":502,"type":15},"Azure","azure",{"name":504,"slug":505,"type":15},"LLM","llm",2804,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills","2026-07-03T16:32:10.297433",{"slug":510,"name":510,"fn":511,"description":512,"org":513,"tags":514,"stars":506,"repoUrl":507,"updatedAt":527},"azure-ai-anomalydetector-java","build anomaly detection applications with Java","Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate\u002Fmultivariate anomaly detection, time-series analysis, or AI-powered monitoring.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[515,518,519,522,523,524],{"name":516,"slug":517,"type":15},"Analytics","analytics",{"name":501,"slug":502,"type":15},{"name":520,"slug":521,"type":15},"Data Analysis","data-analysis",{"name":17,"slug":18,"type":15},{"name":9,"slug":8,"type":15},{"name":525,"slug":526,"type":15},"Monitoring","monitoring","2026-05-13T06:14:16.261754",{"slug":529,"name":529,"fn":530,"description":531,"org":532,"tags":533,"stars":506,"repoUrl":507,"updatedAt":542},"azure-ai-contentsafety-java","build content moderation applications with Azure AI","Build content moderation applications with Azure AI Content Safety SDK for Java. Use when implementing text\u002Fimage analysis, blocklist management, or harm detection for hate, violence, sexual content, and self-harm.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[534,537,538,539],{"name":535,"slug":536,"type":15},"AI Infrastructure","ai-infrastructure",{"name":501,"slug":502,"type":15},{"name":17,"slug":18,"type":15},{"name":540,"slug":541,"type":15},"Security","security","2026-07-07T06:53:31.293235",{"slug":544,"name":544,"fn":545,"description":546,"org":547,"tags":548,"stars":506,"repoUrl":507,"updatedAt":559},"azure-ai-contentsafety-py","detect harmful content with Azure AI Content Safety","Azure AI Content Safety SDK for Python. Use for detecting harmful content in text and images with multi-severity classification.\nTriggers: \"azure-ai-contentsafety\", \"ContentSafetyClient\", \"content moderation\", \"harmful content\", \"text analysis\", \"image analysis\".\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[549,550,553,554,555,558],{"name":501,"slug":502,"type":15},{"name":551,"slug":552,"type":15},"Compliance","compliance",{"name":504,"slug":505,"type":15},{"name":9,"slug":8,"type":15},{"name":556,"slug":557,"type":15},"Python","python",{"name":540,"slug":541,"type":15},"2026-07-18T05:14:23.017504",{"slug":561,"name":561,"fn":562,"description":563,"org":564,"tags":565,"stars":506,"repoUrl":507,"updatedAt":570},"azure-ai-language-conversations-py","implement conversational language understanding with Python","Implement Conversational Language Understanding (CLU) using the azure-ai-language-conversations Python SDK. Use when working with ConversationAnalysisClient to analyze conversation intent and entities, building NLP features, or integrating language understanding into applications.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[566,567,568,569],{"name":516,"slug":517,"type":15},{"name":501,"slug":502,"type":15},{"name":504,"slug":505,"type":15},{"name":556,"slug":557,"type":15},"2026-07-31T05:54:29.068751",{"slug":572,"name":572,"fn":573,"description":574,"org":575,"tags":576,"stars":506,"repoUrl":507,"updatedAt":583},"azure-ai-translation-text-py","translate text using Azure AI services","Azure AI Text Translation SDK for real-time text translation, transliteration, language detection, and dictionary lookup. Use for translating text content in applications.\nTriggers: \"text translation\", \"translator\", \"translate text\", \"transliterate\", \"TextTranslationClient\".\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[577,580,581,582],{"name":578,"slug":579,"type":15},"API Development","api-development",{"name":501,"slug":502,"type":15},{"name":9,"slug":8,"type":15},{"name":556,"slug":557,"type":15},"2026-07-18T05:14:16.988376",{"slug":585,"name":585,"fn":586,"description":587,"org":588,"tags":589,"stars":506,"repoUrl":507,"updatedAt":598},"azure-ai-vision-imageanalysis-py","analyze images with Azure AI Vision","Azure AI Vision Image Analysis SDK for captions, tags, objects, OCR, people detection, and smart cropping. Use for computer vision and image understanding tasks.\nTriggers: \"image analysis\", \"computer vision\", \"OCR\", \"object detection\", \"ImageAnalysisClient\", \"image caption\".\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[590,591,594,597],{"name":501,"slug":502,"type":15},{"name":592,"slug":593,"type":15},"Computer Vision","computer-vision",{"name":595,"slug":596,"type":15},"Images","images",{"name":556,"slug":557,"type":15},"2026-07-18T05:14:18.007737",{"slug":600,"name":600,"fn":601,"description":602,"org":603,"tags":604,"stars":506,"repoUrl":507,"updatedAt":613},"azure-appconfiguration-java","manage configuration with Azure App Configuration","Azure App Configuration SDK for Java. Centralized application configuration management with key-value settings, feature flags, and snapshots.\nTriggers: \"ConfigurationClient java\", \"app configuration java\", \"feature flag java\", \"configuration setting java\", \"azure config java\".\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[605,606,609,612],{"name":501,"slug":502,"type":15},{"name":607,"slug":608,"type":15},"Configuration","configuration",{"name":610,"slug":611,"type":15},"Feature Flags","feature-flags",{"name":17,"slug":18,"type":15},"2026-07-03T16:32:01.278468",{"slug":615,"name":615,"fn":616,"description":617,"org":618,"tags":619,"stars":506,"repoUrl":507,"updatedAt":632},"azure-cosmos-rust","build applications with Azure Cosmos DB","Azure Cosmos DB library for Rust (NoSQL API). Document CRUD, containers, and globally distributed data.\nTriggers: \"cosmos db rust\", \"CosmosClient rust\", \"document crud rust\", \"NoSQL rust\", \"partition key rust\".\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[620,623,626,629],{"name":621,"slug":622,"type":15},"Cosmos DB","cosmos-db",{"name":624,"slug":625,"type":15},"Database","database",{"name":627,"slug":628,"type":15},"NoSQL","nosql",{"name":630,"slug":631,"type":15},"Rust","rust","2026-07-31T05:54:27.021432",{"slug":634,"name":634,"fn":616,"description":635,"org":636,"tags":637,"stars":506,"repoUrl":507,"updatedAt":645},"azure-cosmos-ts","Azure Cosmos DB JavaScript\u002FTypeScript SDK (@azure\u002Fcosmos) for data plane operations. Use for CRUD operations on documents, queries, bulk operations, and container management. Triggers: \"Cosmos DB\", \"@azure\u002Fcosmos\", \"CosmosClient\", \"document CRUD\", \"NoSQL queries\", \"bulk operations\", \"partition key\", \"container.items\".\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[638,639,640,641,642],{"name":621,"slug":622,"type":15},{"name":624,"slug":625,"type":15},{"name":9,"slug":8,"type":15},{"name":627,"slug":628,"type":15},{"name":643,"slug":644,"type":15},"TypeScript","typescript","2026-07-03T16:31:19.368382",{"slug":647,"name":647,"fn":648,"description":649,"org":650,"tags":651,"stars":506,"repoUrl":507,"updatedAt":657},"azure-data-tables-java","build table storage applications with Java","Build table storage applications with Azure Tables SDK for Java. Use when working with Azure Table Storage or Cosmos DB Table API for NoSQL key-value data, schemaless storage, or structured data at scale.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[652,653,654,655,656],{"name":501,"slug":502,"type":15},{"name":621,"slug":622,"type":15},{"name":624,"slug":625,"type":15},{"name":17,"slug":18,"type":15},{"name":627,"slug":628,"type":15},"2026-05-13T06:14:17.582229",267,{"items":660,"total":27},[661,676,687,700,715,722,733],{"slug":662,"name":662,"fn":663,"description":664,"org":665,"tags":666,"stars":23,"repoUrl":24,"updatedAt":675},"assessment","assess application repositories for modernization","Run application assessment for a single repository",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[667,670,673,674],{"name":668,"slug":669,"type":15},"Audit","audit",{"name":671,"slug":672,"type":15},"Code Analysis","code-analysis",{"name":9,"slug":8,"type":15},{"name":13,"slug":14,"type":15},"2026-07-07T06:52:46.921075",{"slug":677,"name":677,"fn":678,"description":679,"org":680,"tags":681,"stars":23,"repoUrl":24,"updatedAt":686},"clarifying-scenarios","evaluate modernization request scenario context","Evaluates whether a user's modernization\u002Frewrite request provides enough scenario context to proceed (e.g., target component library, screenshots, design system for frontend; API contract policy, data migration strategy for backend). Produces a deterministic clarity score, asks the user for missing required fields via a structured form, and writes a canonical `clarification.md` artifact consumed by all downstream agents.\nTriggers: \"clarification gate\", \"scenario clarification\", \"elicit missing context\", \"evaluate prompt completeness\", \"ask user for screenshots \u002F target library \u002F design system\".\nNOT for: feature specification (use feature-inventory), planning (use creating-implementation-plan), implementation (use implementing-code), or resolving spec-time `[NEEDS CLARIFICATION]` markers (those remain owned by feature-inventory).\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[682,684,685],{"name":683,"slug":29,"type":15},"Copilot",{"name":473,"slug":474,"type":15},{"name":13,"slug":14,"type":15},"2026-07-03T16:31:04.911521",{"slug":688,"name":688,"fn":689,"description":690,"org":691,"tags":692,"stars":23,"repoUrl":24,"updatedAt":699},"create-modernization-plan","create modernization plans for Azure migration","Create a modernization plan to migrate the project to Azure",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[693,694,697,698],{"name":501,"slug":502,"type":15},{"name":695,"slug":696,"type":15},"Deployment","deployment",{"name":9,"slug":8,"type":15},{"name":13,"slug":14,"type":15},"2026-07-07T06:52:44.361557",{"slug":701,"name":701,"fn":702,"description":703,"org":704,"tags":705,"stars":23,"repoUrl":24,"updatedAt":714},"dependency-map","generate project dependency map diagrams","Generate dependency map diagram from project build files",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[706,709,710,713],{"name":707,"slug":708,"type":15},"Architecture","architecture",{"name":671,"slug":672,"type":15},{"name":711,"slug":712,"type":15},"Diagrams","diagrams",{"name":473,"slug":474,"type":15},"2026-07-18T05:14:07.976259",{"slug":4,"name":4,"fn":5,"description":6,"org":716,"tags":717,"stars":23,"repoUrl":24,"updatedAt":25},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[718,719,720,721],{"name":17,"slug":18,"type":15},{"name":9,"slug":8,"type":15},{"name":21,"slug":22,"type":15},{"name":13,"slug":14,"type":15},{"slug":723,"name":723,"fn":724,"description":725,"org":726,"tags":727,"stars":23,"repoUrl":24,"updatedAt":732},"implementing-code","execute implementation tasks for modernization","Executes a batch of implementation tasks with TDD workflow, source-anchored rewrite for behavioral fidelity, guideline-based code transformation, and full requirement tracing. Returns a structured batch report.\nTriggers: \"implement tasks\", \"execute the batch\", \"write code for these tasks\", \"implement with source anchoring\", \"run the implementation\".\nNOT for: task generation (use breaking-down-tasks), implementation planning (use creating-implementation-plan).\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[728,729,730,731],{"name":683,"slug":29,"type":15},{"name":473,"slug":474,"type":15},{"name":21,"slug":22,"type":15},{"name":13,"slug":14,"type":15},"2026-07-18T05:14:07.057305",{"slug":734,"name":734,"fn":735,"description":736,"org":737,"tags":738,"stars":23,"repoUrl":24,"updatedAt":749},"quality-gates","run quality gate validation for workflows","Runs quality gate validation at each workflow stage. Supports 4 gate types: spec-quality, spec-to-plan, plan-to-tasks, completeness. Produces gate pass\u002Ffail reports with actionable feedback.\nTriggers: \"run quality gate\", \"validate spec quality\", \"spec quality\", \"plan coverage\", \"check plan coverage\", \"validate plan to tasks\", \"check task traceability\", \"verify task completeness\", \"run completeness review\", \"review implementation\", \"check plan traceability\", \"check coverage\", \"completeness quality gate\", \"final sign-off\", \"feature parity sign-off\", \"completeness gate\", \"feature parity\", \"sign-off report\", \"verify all requirements\".\nRequires `type` parameter to select the gate.\nNOT for: code review, implementation (use implementing-code), spec writing.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[739,740,743,746],{"name":9,"slug":8,"type":15},{"name":741,"slug":742,"type":15},"QA","qa",{"name":744,"slug":745,"type":15},"Testing","testing",{"name":747,"slug":748,"type":15},"Workflow Automation","workflow-automation","2026-07-07T06:52:45.631984"]