[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill-microsoft-int-project-context":3,"mdc--tlt1qs-key":34,"related-repo-microsoft-int-project-context":888,"related-org-microsoft-int-project-context":910},{"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},"int-project-context","manage shared context for Copilot Studio agents","Shared project context for all Copilot Studio sub-agents. Provides project structure, schema lookup usage, and skill invocation guidance.\n",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},"microsoft","Microsoft","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Fmicrosoft.png",[12,16,17,20],{"name":13,"slug":14,"type":15},"AI Context","ai-context","tag",{"name":9,"slug":8,"type":15},{"name":18,"slug":19,"type":15},"Copilot Studio","copilot-studio",{"name":21,"slug":22,"type":15},"Agents","agents",371,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills-for-copilot-studio","2026-04-06T18:33:20.350294",null,76,[],{"repoUrl":24,"stars":23,"forks":27,"topics":30,"description":31},[],"A skill for AI-coding tools to build and edit Microsoft Copilot Studio agents as YAML — with schema validation, templates, and AI-powered skills. Suited for Claude Code, GitHub Copilot CLI, and more.","https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills-for-copilot-studio\u002Ftree\u002FHEAD\u002Fskills\u002Fint-project-context","---\nname: int-project-context\ndescription: >\n  Shared project context for all Copilot Studio sub-agents. Provides project\n  structure, schema lookup usage, and skill invocation guidance.\nuser-invocable: false\n---\n\n# Copilot Studio — Shared Project Context\n\nYou are working inside a Copilot Studio agent project. All YAML files have the `.mcs.yml` extension.\n\n## Project Structure\n\n```\n\u003Cagent-dir>\u002F           # Auto-discover via Glob: **\u002Fagent.mcs.yml\n├── agent.mcs.yml      # Agent metadata (display name, schema version)\n├── settings.mcs.yml   # Agent settings (schemaName, GenerativeActionsEnabled, instructions)\n├── topics\u002F            # Conversation topics (AdaptiveDialog YAML files)\n├── actions\u002F           # Connector-based actions (TaskDialog YAML files)\n├── knowledge\u002F         # Knowledge sources (KnowledgeSourceConfiguration YAML files)\n├── variables\u002F         # Global variables (GlobalVariableComponent YAML files)\n└── agents\u002F            # Child agents (AgentDialog YAML files, each in its own subfolder)\n```\n\n## Schema Lookup Script\n\nWhen you write new YAML files, be sure to use the schema lookup script to understand the schema, including mandatory fields, definitions, and references. The script is located at `${CLAUDE_SKILL_DIR}\u002F..\u002F..\u002Fscripts\u002Fschema-lookup.bundle.js`, and you can use it in the terminal as follows:\n\n```bash\nnode ${CLAUDE_SKILL_DIR}\u002F..\u002F..\u002Fscripts\u002Fschema-lookup.bundle.js search trigger             # Search by keyword\nnode ${CLAUDE_SKILL_DIR}\u002F..\u002F..\u002Fscripts\u002Fschema-lookup.bundle.js lookup SendActivity        # Look up a definition\nnode ${CLAUDE_SKILL_DIR}\u002F..\u002F..\u002Fscripts\u002Fschema-lookup.bundle.js resolve AdaptiveDialog     # Resolve with $refs\nnode ${CLAUDE_SKILL_DIR}\u002F..\u002F..\u002Fscripts\u002Fschema-lookup.bundle.js kinds                      # List all valid kind values\nnode ${CLAUDE_SKILL_DIR}\u002F..\u002F..\u002Fscripts\u002Fschema-lookup.bundle.js summary Question           # Compact overview\nnode ${CLAUDE_SKILL_DIR}\u002F..\u002F..\u002Fscripts\u002Fschema-lookup.bundle.js validate \u003Cfile.yml>        # Validate a YAML file\n```\n\nIf you already know the specific definition you want to look up, use `lookup`. If you want to explore the schema around a certain topic, use `search` or `summary`.\nAlways check the schema before writing YAML to ensure you include all required fields and use valid values.\n\n**NEVER load the full schema file** (`reference\u002Fbot.schema.yaml-authoring.json`) — it's too long. Always use the script above.\n\n## Connector Lookup Script\n\nThe connector lookup script is at `${CLAUDE_SKILL_DIR}\u002F..\u002F..\u002Fscripts\u002Fconnector-lookup.bundle.js`. Use it for any questions about connectors, actions, their inputs, and outputs:\n\n```bash\nnode ${CLAUDE_SKILL_DIR}\u002F..\u002F..\u002Fscripts\u002Fconnector-lookup.bundle.js list                                 # List all connectors with operation counts\nnode ${CLAUDE_SKILL_DIR}\u002F..\u002F..\u002Fscripts\u002Fconnector-lookup.bundle.js operations \u003Cconnector>               # List operations for a connector\nnode ${CLAUDE_SKILL_DIR}\u002F..\u002F..\u002Fscripts\u002Fconnector-lookup.bundle.js operation \u003Cconnector> \u003CoperationId>  # Full details of one operation (inputs\u002Foutputs)\nnode ${CLAUDE_SKILL_DIR}\u002F..\u002F..\u002Fscripts\u002Fconnector-lookup.bundle.js search \u003Ckeyword>                     # Search operations across all connectors\n```\n\n`\u003Cconnector>` matches by API name (`shared_office365`) or partial display name (`outlook`).\n\n**When to use this**: When you need to understand available connectors, what inputs\u002Foutputs an action has, or what operations are available. The action YAML files in the agent only show *configured* inputs — connector-lookup shows the *full* connector definition with all available inputs and outputs.\n\n## Skill-First Rule (VERY IMPORTANT)\n\nYou have access to specialized skills that handle YAML creation, editing, validation, and testing. **ALWAYS invoke the matching skill instead of doing it manually.**\nSkills contain correct templates, schema validation, and patterns. Doing it manually risks hallucinated `kind:` values, missing required fields, and broken YAML.\nExample skills include `\u002Fcopilot-studio:new-topic` for creating new topics, `\u002Fcopilot-studio:add-action` for adding connector actions and tools, and `\u002Fcopilot-studio:validate` for validating YAML files.\n\n**If no skill matches**, only then work manually — but always validate with `\u002Fcopilot-studio:validate` afterward.\n\n## Key Conventions\n\n- **Agent Discovery**: NEVER hardcode agent names. Always `Glob: **\u002Fagent.mcs.yml`.\n- **ID Generation**: Random alphanumeric, 6-8 chars after prefix (e.g., `sendMessage_g5Ls09`).\n- **Template `_REPLACE`**: Always replace `_REPLACE` placeholder IDs with unique random IDs.\n- **Power Fx**: Expressions start with `=`. String interpolation uses `{}`. Only use supported functions (check `int-reference` skill).\n- **Generative Orchestration**: When `GenerativeActionsEnabled: true`, use topic inputs\u002Foutputs instead of hardcoded questions\u002Fmessages.\n",{"data":35,"body":37},{"name":4,"description":6,"user-invocable":36},false,{"type":38,"children":39},"root",[40,49,64,71,83,89,102,367,396,415,421,434,642,669,694,700,744,761,767,882],{"type":41,"tag":42,"props":43,"children":45},"element","h1",{"id":44},"copilot-studio-shared-project-context",[46],{"type":47,"value":48},"text","Copilot Studio — Shared Project Context",{"type":41,"tag":50,"props":51,"children":52},"p",{},[53,55,62],{"type":47,"value":54},"You are working inside a Copilot Studio agent project. All YAML files have the ",{"type":41,"tag":56,"props":57,"children":59},"code",{"className":58},[],[60],{"type":47,"value":61},".mcs.yml",{"type":47,"value":63}," extension.",{"type":41,"tag":65,"props":66,"children":68},"h2",{"id":67},"project-structure",[69],{"type":47,"value":70},"Project Structure",{"type":41,"tag":72,"props":73,"children":77},"pre",{"className":74,"code":76,"language":47},[75],"language-text","\u003Cagent-dir>\u002F           # Auto-discover via Glob: **\u002Fagent.mcs.yml\n├── agent.mcs.yml      # Agent metadata (display name, schema version)\n├── settings.mcs.yml   # Agent settings (schemaName, GenerativeActionsEnabled, instructions)\n├── topics\u002F            # Conversation topics (AdaptiveDialog YAML files)\n├── actions\u002F           # Connector-based actions (TaskDialog YAML files)\n├── knowledge\u002F         # Knowledge sources (KnowledgeSourceConfiguration YAML files)\n├── variables\u002F         # Global variables (GlobalVariableComponent YAML files)\n└── agents\u002F            # Child agents (AgentDialog YAML files, each in its own subfolder)\n",[78],{"type":41,"tag":56,"props":79,"children":81},{"__ignoreMap":80},"",[82],{"type":47,"value":76},{"type":41,"tag":65,"props":84,"children":86},{"id":85},"schema-lookup-script",[87],{"type":47,"value":88},"Schema Lookup Script",{"type":41,"tag":50,"props":90,"children":91},{},[92,94,100],{"type":47,"value":93},"When you write new YAML files, be sure to use the schema lookup script to understand the schema, including mandatory fields, definitions, and references. The script is located at ",{"type":41,"tag":56,"props":95,"children":97},{"className":96},[],[98],{"type":47,"value":99},"${CLAUDE_SKILL_DIR}\u002F..\u002F..\u002Fscripts\u002Fschema-lookup.bundle.js",{"type":47,"value":101},", and you can use it in the terminal as follows:",{"type":41,"tag":72,"props":103,"children":107},{"className":104,"code":105,"language":106,"meta":80,"style":80},"language-bash shiki shiki-themes material-theme-lighter material-theme material-theme-palenight","node ${CLAUDE_SKILL_DIR}\u002F..\u002F..\u002Fscripts\u002Fschema-lookup.bundle.js search trigger             # Search by keyword\nnode ${CLAUDE_SKILL_DIR}\u002F..\u002F..\u002Fscripts\u002Fschema-lookup.bundle.js lookup SendActivity        # Look up a definition\nnode ${CLAUDE_SKILL_DIR}\u002F..\u002F..\u002Fscripts\u002Fschema-lookup.bundle.js resolve AdaptiveDialog     # Resolve with $refs\nnode ${CLAUDE_SKILL_DIR}\u002F..\u002F..\u002Fscripts\u002Fschema-lookup.bundle.js kinds                      # List all valid kind values\nnode ${CLAUDE_SKILL_DIR}\u002F..\u002F..\u002Fscripts\u002Fschema-lookup.bundle.js summary Question           # Compact overview\nnode ${CLAUDE_SKILL_DIR}\u002F..\u002F..\u002Fscripts\u002Fschema-lookup.bundle.js validate \u003Cfile.yml>        # Validate a YAML file\n","bash",[108],{"type":41,"tag":56,"props":109,"children":110},{"__ignoreMap":80},[111,162,201,240,274,313],{"type":41,"tag":112,"props":113,"children":116},"span",{"class":114,"line":115},"line",1,[117,123,129,135,140,146,151,156],{"type":41,"tag":112,"props":118,"children":120},{"style":119},"--shiki-light:#E2931D;--shiki-default:#FFCB6B;--shiki-dark:#FFCB6B",[121],{"type":47,"value":122},"node",{"type":41,"tag":112,"props":124,"children":126},{"style":125},"--shiki-light:#39ADB5;--shiki-default:#89DDFF;--shiki-dark:#89DDFF",[127],{"type":47,"value":128}," ${",{"type":41,"tag":112,"props":130,"children":132},{"style":131},"--shiki-light:#90A4AE;--shiki-default:#EEFFFF;--shiki-dark:#BABED8",[133],{"type":47,"value":134},"CLAUDE_SKILL_DIR",{"type":41,"tag":112,"props":136,"children":137},{"style":125},[138],{"type":47,"value":139},"}",{"type":41,"tag":112,"props":141,"children":143},{"style":142},"--shiki-light:#91B859;--shiki-default:#C3E88D;--shiki-dark:#C3E88D",[144],{"type":47,"value":145},"\u002F..\u002F..\u002Fscripts\u002Fschema-lookup.bundle.js",{"type":41,"tag":112,"props":147,"children":148},{"style":142},[149],{"type":47,"value":150}," search",{"type":41,"tag":112,"props":152,"children":153},{"style":142},[154],{"type":47,"value":155}," trigger",{"type":41,"tag":112,"props":157,"children":159},{"style":158},"--shiki-light:#90A4AE;--shiki-light-font-style:italic;--shiki-default:#546E7A;--shiki-default-font-style:italic;--shiki-dark:#676E95;--shiki-dark-font-style:italic",[160],{"type":47,"value":161},"             # 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Full details of one operation (inputs\u002Foutputs)\n",{"type":41,"tag":112,"props":594,"children":595},{"class":114,"line":242},[596,600,604,608,612,616,620,624,629,633,637],{"type":41,"tag":112,"props":597,"children":598},{"style":119},[599],{"type":47,"value":122},{"type":41,"tag":112,"props":601,"children":602},{"style":125},[603],{"type":47,"value":128},{"type":41,"tag":112,"props":605,"children":606},{"style":131},[607],{"type":47,"value":134},{"type":41,"tag":112,"props":609,"children":610},{"style":125},[611],{"type":47,"value":139},{"type":41,"tag":112,"props":613,"children":614},{"style":142},[615],{"type":47,"value":464},{"type":41,"tag":112,"props":617,"children":618},{"style":142},[619],{"type":47,"value":150},{"type":41,"tag":112,"props":621,"children":622},{"style":125},[623],{"type":47,"value":346},{"type":41,"tag":112,"props":625,"children":626},{"style":142},[627],{"type":47,"value":628},"keywor",{"type":41,"tag":112,"props":630,"children":631},{"style":131},[632],{"type":47,"value":583},{"type":41,"tag":112,"props":634,"children":635},{"style":125},[636],{"type":47,"value":361},{"type":41,"tag":112,"props":638,"children":639},{"style":158},[640],{"type":47,"value":641},"                     # Search operations across all connectors\n",{"type":41,"tag":50,"props":643,"children":644},{},[645,651,653,659,661,667],{"type":41,"tag":56,"props":646,"children":648},{"className":647},[],[649],{"type":47,"value":650},"\u003Cconnector>",{"type":47,"value":652}," matches by API name (",{"type":41,"tag":56,"props":654,"children":656},{"className":655},[],[657],{"type":47,"value":658},"shared_office365",{"type":47,"value":660},") or partial display name (",{"type":41,"tag":56,"props":662,"children":664},{"className":663},[],[665],{"type":47,"value":666},"outlook",{"type":47,"value":668},").",{"type":41,"tag":50,"props":670,"children":671},{},[672,677,679,685,687,692],{"type":41,"tag":400,"props":673,"children":674},{},[675],{"type":47,"value":676},"When to use this",{"type":47,"value":678},": When you need to understand available connectors, what inputs\u002Foutputs an action has, or what operations are available. The action YAML files in the agent only show ",{"type":41,"tag":680,"props":681,"children":682},"em",{},[683],{"type":47,"value":684},"configured",{"type":47,"value":686}," inputs — connector-lookup shows the ",{"type":41,"tag":680,"props":688,"children":689},{},[690],{"type":47,"value":691},"full",{"type":47,"value":693}," connector definition with all available inputs and outputs.",{"type":41,"tag":65,"props":695,"children":697},{"id":696},"skill-first-rule-very-important",[698],{"type":47,"value":699},"Skill-First Rule (VERY IMPORTANT)",{"type":41,"tag":50,"props":701,"children":702},{},[703,705,710,712,718,720,726,728,734,736,742],{"type":47,"value":704},"You have access to specialized skills that handle YAML creation, editing, validation, and testing. ",{"type":41,"tag":400,"props":706,"children":707},{},[708],{"type":47,"value":709},"ALWAYS invoke the matching skill instead of doing it manually.",{"type":47,"value":711},"\nSkills contain correct templates, schema validation, and patterns. Doing it manually risks hallucinated ",{"type":41,"tag":56,"props":713,"children":715},{"className":714},[],[716],{"type":47,"value":717},"kind:",{"type":47,"value":719}," values, missing required fields, and broken YAML.\nExample skills include ",{"type":41,"tag":56,"props":721,"children":723},{"className":722},[],[724],{"type":47,"value":725},"\u002Fcopilot-studio:new-topic",{"type":47,"value":727}," for creating new topics, ",{"type":41,"tag":56,"props":729,"children":731},{"className":730},[],[732],{"type":47,"value":733},"\u002Fcopilot-studio:add-action",{"type":47,"value":735}," for adding connector actions and tools, and ",{"type":41,"tag":56,"props":737,"children":739},{"className":738},[],[740],{"type":47,"value":741},"\u002Fcopilot-studio:validate",{"type":47,"value":743}," for validating YAML files.",{"type":41,"tag":50,"props":745,"children":746},{},[747,752,754,759],{"type":41,"tag":400,"props":748,"children":749},{},[750],{"type":47,"value":751},"If no skill matches",{"type":47,"value":753},", only then work manually — but always validate with ",{"type":41,"tag":56,"props":755,"children":757},{"className":756},[],[758],{"type":47,"value":741},{"type":47,"value":760}," afterward.",{"type":41,"tag":65,"props":762,"children":764},{"id":763},"key-conventions",[765],{"type":47,"value":766},"Key Conventions",{"type":41,"tag":768,"props":769,"children":770},"ul",{},[771,790,807,830,864],{"type":41,"tag":772,"props":773,"children":774},"li",{},[775,780,782,788],{"type":41,"tag":400,"props":776,"children":777},{},[778],{"type":47,"value":779},"Agent Discovery",{"type":47,"value":781},": NEVER hardcode agent names. Always ",{"type":41,"tag":56,"props":783,"children":785},{"className":784},[],[786],{"type":47,"value":787},"Glob: **\u002Fagent.mcs.yml",{"type":47,"value":789},".",{"type":41,"tag":772,"props":791,"children":792},{},[793,798,800,806],{"type":41,"tag":400,"props":794,"children":795},{},[796],{"type":47,"value":797},"ID Generation",{"type":47,"value":799},": Random alphanumeric, 6-8 chars after prefix (e.g., ",{"type":41,"tag":56,"props":801,"children":803},{"className":802},[],[804],{"type":47,"value":805},"sendMessage_g5Ls09",{"type":47,"value":668},{"type":41,"tag":772,"props":808,"children":809},{},[810,821,823,828],{"type":41,"tag":400,"props":811,"children":812},{},[813,815],{"type":47,"value":814},"Template ",{"type":41,"tag":56,"props":816,"children":818},{"className":817},[],[819],{"type":47,"value":820},"_REPLACE",{"type":47,"value":822},": Always replace ",{"type":41,"tag":56,"props":824,"children":826},{"className":825},[],[827],{"type":47,"value":820},{"type":47,"value":829}," placeholder IDs with unique random IDs.",{"type":41,"tag":772,"props":831,"children":832},{},[833,838,840,846,848,854,856,862],{"type":41,"tag":400,"props":834,"children":835},{},[836],{"type":47,"value":837},"Power Fx",{"type":47,"value":839},": Expressions start with ",{"type":41,"tag":56,"props":841,"children":843},{"className":842},[],[844],{"type":47,"value":845},"=",{"type":47,"value":847},". String interpolation uses ",{"type":41,"tag":56,"props":849,"children":851},{"className":850},[],[852],{"type":47,"value":853},"{}",{"type":47,"value":855},". Only use supported functions (check ",{"type":41,"tag":56,"props":857,"children":859},{"className":858},[],[860],{"type":47,"value":861},"int-reference",{"type":47,"value":863}," skill).",{"type":41,"tag":772,"props":865,"children":866},{},[867,872,874,880],{"type":41,"tag":400,"props":868,"children":869},{},[870],{"type":47,"value":871},"Generative Orchestration",{"type":47,"value":873},": When ",{"type":41,"tag":56,"props":875,"children":877},{"className":876},[],[878],{"type":47,"value":879},"GenerativeActionsEnabled: true",{"type":47,"value":881},", use topic inputs\u002Foutputs instead of hardcoded questions\u002Fmessages.",{"type":41,"tag":883,"props":884,"children":885},"style",{},[886],{"type":47,"value":887},"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":889,"total":164},[890,897],{"slug":4,"name":4,"fn":5,"description":6,"org":891,"tags":892,"stars":23,"repoUrl":24,"updatedAt":25},{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[893,894,895,896],{"name":21,"slug":22,"type":15},{"name":13,"slug":14,"type":15},{"name":18,"slug":19,"type":15},{"name":9,"slug":8,"type":15},{"slug":861,"name":861,"fn":898,"description":899,"org":900,"tags":901,"stars":23,"repoUrl":24,"updatedAt":909},"author Copilot Studio YAML configurations","Reference tables for Copilot Studio YAML authoring: triggers, actions, variables, entities, Power Fx functions, templates. Preloaded by author and advisor agents.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":8},[902,903,906],{"name":18,"slug":19,"type":15},{"name":904,"slug":905,"type":15},"Reference","reference",{"name":907,"slug":908,"type":15},"YAML","yaml","2026-04-06T18:33:21.611549",{"items":911,"total":1104},[912,934,953,974,989,1006,1017,1030,1045,1060,1079,1092],{"slug":913,"name":913,"fn":914,"description":915,"org":916,"tags":917,"stars":931,"repoUrl":932,"updatedAt":933},"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},[918,921,924,925,928],{"name":919,"slug":920,"type":15},"Engineering","engineering",{"name":922,"slug":923,"type":15},"Local Development","local-development",{"name":9,"slug":8,"type":15},{"name":926,"slug":927,"type":15},"Project Management","project-management",{"name":929,"slug":930,"type":15},"Rush","rush",6484,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Frushstack","2026-04-06T18:34:44.965032",{"slug":935,"name":935,"fn":936,"description":937,"org":938,"tags":939,"stars":950,"repoUrl":951,"updatedAt":952},"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},[940,943,944,947],{"name":941,"slug":942,"type":15},".NET","net",{"name":21,"slug":22,"type":15},{"name":945,"slug":946,"type":15},"Azure","azure",{"name":948,"slug":949,"type":15},"LLM","llm",2804,"https:\u002F\u002Fgithub.com\u002Fmicrosoft\u002Fskills","2026-07-03T16:32:10.297433",{"slug":954,"name":954,"fn":955,"description":956,"org":957,"tags":958,"stars":950,"repoUrl":951,"updatedAt":973},"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},[959,962,963,966,969,970],{"name":960,"slug":961,"type":15},"Analytics","analytics",{"name":945,"slug":946,"type":15},{"name":964,"slug":965,"type":15},"Data Analysis","data-analysis",{"name":967,"slug":968,"type":15},"Java","java",{"name":9,"slug":8,"type":15},{"name":971,"slug":972,"type":15},"Monitoring","monitoring","2026-05-13T06:14:16.261754",{"slug":975,"name":975,"fn":976,"description":977,"org":978,"tags":979,"stars":950,"repoUrl":951,"updatedAt":988},"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},[980,983,984,985],{"name":981,"slug":982,"type":15},"AI Infrastructure","ai-infrastructure",{"name":945,"slug":946,"type":15},{"name":967,"slug":968,"type":15},{"name":986,"slug":987,"type":15},"Security","security","2026-07-07T06:53:31.293235",{"slug":990,"name":990,"fn":991,"description":992,"org":993,"tags":994,"stars":950,"repoUrl":951,"updatedAt":1005},"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},[995,996,999,1000,1001,1004],{"name":945,"slug":946,"type":15},{"name":997,"slug":998,"type":15},"Compliance","compliance",{"name":948,"slug":949,"type":15},{"name":9,"slug":8,"type":15},{"name":1002,"slug":1003,"type":15},"Python","python",{"name":986,"slug":987,"type":15},"2026-07-18T05:14:23.017504",{"slug":1007,"name":1007,"fn":1008,"description":1009,"org":1010,"tags":1011,"stars":950,"repoUrl":951,"updatedAt":1016},"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},[1012,1013,1014,1015],{"name":960,"slug":961,"type":15},{"name":945,"slug":946,"type":15},{"name":948,"slug":949,"type":15},{"name":1002,"slug":1003,"type":15},"2026-07-31T05:54:29.068751",{"slug":1018,"name":1018,"fn":1019,"description":1020,"org":1021,"tags":1022,"stars":950,"repoUrl":951,"updatedAt":1029},"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},[1023,1026,1027,1028],{"name":1024,"slug":1025,"type":15},"API Development","api-development",{"name":945,"slug":946,"type":15},{"name":9,"slug":8,"type":15},{"name":1002,"slug":1003,"type":15},"2026-07-18T05:14:16.988376",{"slug":1031,"name":1031,"fn":1032,"description":1033,"org":1034,"tags":1035,"stars":950,"repoUrl":951,"updatedAt":1044},"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},[1036,1037,1040,1043],{"name":945,"slug":946,"type":15},{"name":1038,"slug":1039,"type":15},"Computer Vision","computer-vision",{"name":1041,"slug":1042,"type":15},"Images","images",{"name":1002,"slug":1003,"type":15},"2026-07-18T05:14:18.007737",{"slug":1046,"name":1046,"fn":1047,"description":1048,"org":1049,"tags":1050,"stars":950,"repoUrl":951,"updatedAt":1059},"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},[1051,1052,1055,1058],{"name":945,"slug":946,"type":15},{"name":1053,"slug":1054,"type":15},"Configuration","configuration",{"name":1056,"slug":1057,"type":15},"Feature Flags","feature-flags",{"name":967,"slug":968,"type":15},"2026-07-03T16:32:01.278468",{"slug":1061,"name":1061,"fn":1062,"description":1063,"org":1064,"tags":1065,"stars":950,"repoUrl":951,"updatedAt":1078},"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},[1066,1069,1072,1075],{"name":1067,"slug":1068,"type":15},"Cosmos DB","cosmos-db",{"name":1070,"slug":1071,"type":15},"Database","database",{"name":1073,"slug":1074,"type":15},"NoSQL","nosql",{"name":1076,"slug":1077,"type":15},"Rust","rust","2026-07-31T05:54:27.021432",{"slug":1080,"name":1080,"fn":1062,"description":1081,"org":1082,"tags":1083,"stars":950,"repoUrl":951,"updatedAt":1091},"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},[1084,1085,1086,1087,1088],{"name":1067,"slug":1068,"type":15},{"name":1070,"slug":1071,"type":15},{"name":9,"slug":8,"type":15},{"name":1073,"slug":1074,"type":15},{"name":1089,"slug":1090,"type":15},"TypeScript","typescript","2026-07-03T16:31:19.368382",{"slug":1093,"name":1093,"fn":1094,"description":1095,"org":1096,"tags":1097,"stars":950,"repoUrl":951,"updatedAt":1103},"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},[1098,1099,1100,1101,1102],{"name":945,"slug":946,"type":15},{"name":1067,"slug":1068,"type":15},{"name":1070,"slug":1071,"type":15},{"name":967,"slug":968,"type":15},{"name":1073,"slug":1074,"type":15},"2026-05-13T06:14:17.582229",267]