[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-microsoft-fix-customization-evaluation-diagnostics":3,"mdc-574ooj-key":34,"related-repo-microsoft-fix-customization-evaluation-diagnostics":133,"related-org-microsoft-fix-customization-evaluation-diagnostics":143},{"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":29,"sourceUrl":32,"mdContent":33},"fix-customization-evaluation-diagnostics","fix chat customization evaluation diagnostics","Fixes diagnostics reported by the Chat Customizations Evaluations extension on the active prompt file. Reads the current diagnostics from the editor and applies suggested improvements.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},"microsoft","Microsoft","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Fmicrosoft.png",[12,16,17,20],{"name":13,"slug":14,"type":15},"Evals","evals","tag",{"name":9,"slug":8,"type":15},{"name":18,"slug":19,"type":15},"Code Analysis","code-analysis",{"name":21,"slug":22,"type":15},"Debugging","debugging",127,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fvscode-chat-customizations-evaluation","2026-07-07T06:54:36.829542",null,31,[],{"repoUrl":24,"stars":23,"forks":27,"topics":30,"description":31},[],"A repository to evaluate the chat customizations","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fvscode-chat-customizations-evaluation\u002Ftree\u002FHEAD\u002Fskills\u002Ffix-customization-evaluation-diagnostics","---\nname: fix-customization-evaluation-diagnostics\ndescription: Fixes diagnostics reported by the Chat Customizations Evaluations extension on the active prompt file. Reads the current diagnostics from the editor and applies suggested improvements.\n---\n\n# Implement suggestions\n\n## Purpose\n\nFix issues found by the Chat Customizations Evaluations analyzer in prompt, agent, skill, and instruction files. The diagnostics include contradictions, ambiguities, persona conflicts, cognitive load issues, and coverage gaps.\n\n## Usage\n\nThis skill is invoked automatically when the user clicks the \"Implement suggestions\" button in the editor title bar. It receives the diagnostics as context and rewrites the affected sections of the file to resolve them.\n\nThis skill can also be called directly by the user. In that case search for the diagnostics from the Chat Customizations Evaluations extension and apply the fixes.\n\n## Instructions\n\n- You will either receive a list of diagnostics from the Chat Customizations Evaluations extension or be called without diagnostics. \n- If you receive a list of diagnostics from the Chat Customizations Evaluations extension, then each diagnostic will includes a line number, code, message, and optionally a suggestion.\n- If you are called without diagnostics, you should search and find diagnostics from the Chat Customizations Evaluations extension yourself.\n- For each diagnostic, apply the fix directly to the file content. Use the suggestion if one is provided; otherwise, use your judgment to resolve the issue.\n- Preserve the overall structure, tone, and intent of the prompt file. Only change what is necessary to resolve the diagnostics.\n- If two diagnostics conflict with each other, prefer the fix that keeps the prompt clearer and more consistent.\n- Directly edit the file content to apply the fixes.\n- Do NOT add new instructions or sections that were not in the original file.\n- Do NOT remove instructions unless a diagnostic specifically calls for it (e.g., contradictions).\n",{"data":35,"body":36},{"name":4,"description":6},{"type":37,"children":38},"root",[39,48,55,61,67,72,77,83],{"type":40,"tag":41,"props":42,"children":44},"element","h1",{"id":43},"implement-suggestions",[45],{"type":46,"value":47},"text","Implement suggestions",{"type":40,"tag":49,"props":50,"children":52},"h2",{"id":51},"purpose",[53],{"type":46,"value":54},"Purpose",{"type":40,"tag":56,"props":57,"children":58},"p",{},[59],{"type":46,"value":60},"Fix issues found by the Chat Customizations Evaluations analyzer in prompt, agent, skill, and instruction files. The diagnostics include contradictions, ambiguities, persona conflicts, cognitive load issues, and coverage gaps.",{"type":40,"tag":49,"props":62,"children":64},{"id":63},"usage",[65],{"type":46,"value":66},"Usage",{"type":40,"tag":56,"props":68,"children":69},{},[70],{"type":46,"value":71},"This skill is invoked automatically when the user clicks the \"Implement suggestions\" button in the editor title bar. It receives the diagnostics as context and rewrites the affected sections of the file to resolve them.",{"type":40,"tag":56,"props":73,"children":74},{},[75],{"type":46,"value":76},"This skill can also be called directly by the user. In that case search for the diagnostics from the Chat Customizations Evaluations extension and apply the fixes.",{"type":40,"tag":49,"props":78,"children":80},{"id":79},"instructions",[81],{"type":46,"value":82},"Instructions",{"type":40,"tag":84,"props":85,"children":86},"ul",{},[87,93,98,103,108,113,118,123,128],{"type":40,"tag":88,"props":89,"children":90},"li",{},[91],{"type":46,"value":92},"You will either receive a list of diagnostics from the Chat Customizations Evaluations extension or be called without diagnostics.",{"type":40,"tag":88,"props":94,"children":95},{},[96],{"type":46,"value":97},"If you receive a list of diagnostics from the Chat Customizations Evaluations extension, then each diagnostic will includes a line number, code, message, and optionally a suggestion.",{"type":40,"tag":88,"props":99,"children":100},{},[101],{"type":46,"value":102},"If you are called without diagnostics, you should search and find diagnostics from the Chat Customizations Evaluations extension yourself.",{"type":40,"tag":88,"props":104,"children":105},{},[106],{"type":46,"value":107},"For each diagnostic, apply the fix directly to the file content. Use the suggestion if one is provided; otherwise, use your judgment to resolve the issue.",{"type":40,"tag":88,"props":109,"children":110},{},[111],{"type":46,"value":112},"Preserve the overall structure, tone, and intent of the prompt file. Only change what is necessary to resolve the diagnostics.",{"type":40,"tag":88,"props":114,"children":115},{},[116],{"type":46,"value":117},"If two diagnostics conflict with each other, prefer the fix that keeps the prompt clearer and more consistent.",{"type":40,"tag":88,"props":119,"children":120},{},[121],{"type":46,"value":122},"Directly edit the file content to apply the fixes.",{"type":40,"tag":88,"props":124,"children":125},{},[126],{"type":46,"value":127},"Do NOT add new instructions or sections that were not in the original file.",{"type":40,"tag":88,"props":129,"children":130},{},[131],{"type":46,"value":132},"Do NOT remove instructions unless a diagnostic specifically calls for it (e.g., contradictions).",{"items":134,"total":142},[135],{"slug":4,"name":4,"fn":5,"description":6,"org":136,"tags":137,"stars":23,"repoUrl":24,"updatedAt":25},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[138,139,140,141],{"name":18,"slug":19,"type":15},{"name":21,"slug":22,"type":15},{"name":13,"slug":14,"type":15},{"name":9,"slug":8,"type":15},1,{"items":144,"total":339},[145,167,188,209,224,241,252,265,280,295,314,327],{"slug":146,"name":146,"fn":147,"description":148,"org":149,"tags":150,"stars":164,"repoUrl":165,"updatedAt":166},"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},[151,154,157,158,161],{"name":152,"slug":153,"type":15},"Engineering","engineering",{"name":155,"slug":156,"type":15},"Local Development","local-development",{"name":9,"slug":8,"type":15},{"name":159,"slug":160,"type":15},"Project Management","project-management",{"name":162,"slug":163,"type":15},"Rush","rush",6484,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Frushstack","2026-04-06T18:34:44.965032",{"slug":168,"name":168,"fn":169,"description":170,"org":171,"tags":172,"stars":185,"repoUrl":186,"updatedAt":187},"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},[173,176,179,182],{"name":174,"slug":175,"type":15},".NET","net",{"name":177,"slug":178,"type":15},"Agents","agents",{"name":180,"slug":181,"type":15},"Azure","azure",{"name":183,"slug":184,"type":15},"LLM","llm",2804,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills","2026-07-03T16:32:10.297433",{"slug":189,"name":189,"fn":190,"description":191,"org":192,"tags":193,"stars":185,"repoUrl":186,"updatedAt":208},"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},[194,197,198,201,204,205],{"name":195,"slug":196,"type":15},"Analytics","analytics",{"name":180,"slug":181,"type":15},{"name":199,"slug":200,"type":15},"Data Analysis","data-analysis",{"name":202,"slug":203,"type":15},"Java","java",{"name":9,"slug":8,"type":15},{"name":206,"slug":207,"type":15},"Monitoring","monitoring","2026-05-13T06:14:16.261754",{"slug":210,"name":210,"fn":211,"description":212,"org":213,"tags":214,"stars":185,"repoUrl":186,"updatedAt":223},"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},[215,218,219,220],{"name":216,"slug":217,"type":15},"AI Infrastructure","ai-infrastructure",{"name":180,"slug":181,"type":15},{"name":202,"slug":203,"type":15},{"name":221,"slug":222,"type":15},"Security","security","2026-07-07T06:53:31.293235",{"slug":225,"name":225,"fn":226,"description":227,"org":228,"tags":229,"stars":185,"repoUrl":186,"updatedAt":240},"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},[230,231,234,235,236,239],{"name":180,"slug":181,"type":15},{"name":232,"slug":233,"type":15},"Compliance","compliance",{"name":183,"slug":184,"type":15},{"name":9,"slug":8,"type":15},{"name":237,"slug":238,"type":15},"Python","python",{"name":221,"slug":222,"type":15},"2026-07-18T05:14:23.017504",{"slug":242,"name":242,"fn":243,"description":244,"org":245,"tags":246,"stars":185,"repoUrl":186,"updatedAt":251},"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},[247,248,249,250],{"name":195,"slug":196,"type":15},{"name":180,"slug":181,"type":15},{"name":183,"slug":184,"type":15},{"name":237,"slug":238,"type":15},"2026-07-31T05:54:29.068751",{"slug":253,"name":253,"fn":254,"description":255,"org":256,"tags":257,"stars":185,"repoUrl":186,"updatedAt":264},"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},[258,261,262,263],{"name":259,"slug":260,"type":15},"API Development","api-development",{"name":180,"slug":181,"type":15},{"name":9,"slug":8,"type":15},{"name":237,"slug":238,"type":15},"2026-07-18T05:14:16.988376",{"slug":266,"name":266,"fn":267,"description":268,"org":269,"tags":270,"stars":185,"repoUrl":186,"updatedAt":279},"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},[271,272,275,278],{"name":180,"slug":181,"type":15},{"name":273,"slug":274,"type":15},"Computer Vision","computer-vision",{"name":276,"slug":277,"type":15},"Images","images",{"name":237,"slug":238,"type":15},"2026-07-18T05:14:18.007737",{"slug":281,"name":281,"fn":282,"description":283,"org":284,"tags":285,"stars":185,"repoUrl":186,"updatedAt":294},"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},[286,287,290,293],{"name":180,"slug":181,"type":15},{"name":288,"slug":289,"type":15},"Configuration","configuration",{"name":291,"slug":292,"type":15},"Feature Flags","feature-flags",{"name":202,"slug":203,"type":15},"2026-07-03T16:32:01.278468",{"slug":296,"name":296,"fn":297,"description":298,"org":299,"tags":300,"stars":185,"repoUrl":186,"updatedAt":313},"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},[301,304,307,310],{"name":302,"slug":303,"type":15},"Cosmos DB","cosmos-db",{"name":305,"slug":306,"type":15},"Database","database",{"name":308,"slug":309,"type":15},"NoSQL","nosql",{"name":311,"slug":312,"type":15},"Rust","rust","2026-07-31T05:54:27.021432",{"slug":315,"name":315,"fn":297,"description":316,"org":317,"tags":318,"stars":185,"repoUrl":186,"updatedAt":326},"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},[319,320,321,322,323],{"name":302,"slug":303,"type":15},{"name":305,"slug":306,"type":15},{"name":9,"slug":8,"type":15},{"name":308,"slug":309,"type":15},{"name":324,"slug":325,"type":15},"TypeScript","typescript","2026-07-03T16:31:19.368382",{"slug":328,"name":328,"fn":329,"description":330,"org":331,"tags":332,"stars":185,"repoUrl":186,"updatedAt":338},"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},[333,334,335,336,337],{"name":180,"slug":181,"type":15},{"name":302,"slug":303,"type":15},{"name":305,"slug":306,"type":15},{"name":202,"slug":203,"type":15},{"name":308,"slug":309,"type":15},"2026-05-13T06:14:17.582229",267]