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DO NOT USE FOR: publishing to package registries, CI pipeline configuration, API design review. INVOKES: azsdk_verify_setup, azsdk_package_generate_code, azsdk_package_build_code, azsdk_package_run_check, azsdk_package_run_tests, azsdk_customized_code_update, azsdk_package_update_changelog_content, azsdk_package_update_metadata, azsdk_package_update_version.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},"azure","Azure (Microsoft)","https:\u002F\u002Fpexgzepcugksgbtrxkhf.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Forg-logos\u002Fazure.png","Azure",[13,15,18,21],{"name":11,"slug":8,"type":14},"tag",{"name":16,"slug":17,"type":14},"CI\u002FCD","ci-cd",{"name":19,"slug":20,"type":14},"SDK","sdk",{"name":22,"slug":23,"type":14},"Testing","testing",133,"https:\u002F\u002Fgithub.com\u002FAzure\u002Fazure-sdk-tools","2026-07-12T08:17:37.08523","MIT",248,[],{"repoUrl":25,"stars":24,"forks":28,"topics":31,"description":32},[],"Tools repository leveraged by the Azure SDK team.","https:\u002F\u002Fgithub.com\u002FAzure\u002Fazure-sdk-tools\u002Ftree\u002FHEAD\u002Fplugins\u002Fazure-sdk-tools\u002Fskills\u002Fgenerate-sdk-locally","---\nname: generate-sdk-locally\nlicense: MIT\nmetadata:\n  version: \"1.1.0\"\n  distribution: shared\ndescription: \"Generate, build, and test Azure SDKs locally from TypeSpec with automatic customization. WHEN: \\\"generate SDK locally\\\", \\\"build SDK\\\", \\\"run SDK tests\\\", \\\"run CI checks\\\", \\\"validate package\\\", \\\"run checks\\\", \\\"update changelog\\\", \\\"fix SDK build errors\\\", \\\"fix breaking changes\\\", \\\"resolve SDK generation errors\\\", \\\"customize TypeSpec\\\", \\\"rename SDK client\\\", \\\"rename SDK model\\\", \\\"hide operation from SDK\\\", \\\"fix analyzer errors\\\", \\\"resolve customization drift\\\", \\\"create subclient\\\", \\\"update metadata\\\", \\\"update version\\\". DO NOT USE FOR: publishing to package registries, CI pipeline configuration, API design review. INVOKES: azsdk_verify_setup, azsdk_package_generate_code, azsdk_package_build_code, azsdk_package_run_check, azsdk_package_run_tests, azsdk_customized_code_update, azsdk_package_update_changelog_content, azsdk_package_update_metadata, azsdk_package_update_version.\"\ncompatibility: \"azure-sdk-mcp server, local azure-sdk-for-{language} clone, language build tools\"\n---\n\n# Generate SDK Locally\n\n## MCP Tools\n\n| Tool | Purpose |\n|------|---------|\n| `azsdk_verify_setup` | Verify environment |\n| `azsdk_package_generate_code` | Generate SDK |\n| `azsdk_package_build_code` | Build package |\n| `azsdk_package_run_check` | Validate package |\n| `azsdk_package_run_tests` | Run tests |\n| `azsdk_customized_code_update` | Apply customizations (includes regeneration and build) |\n| `azsdk_package_update_changelog_content` | Update changelog |\n| `azsdk_package_update_metadata` | Update metadata including ci.yml |\n| `azsdk_package_update_version` | Update version |\n\nPrerequisites: azure-sdk-mcp server must be running. Without MCP, use `npx tsp-client` CLI.\n\n## Steps\n\n1. **Select language** — Confirm target language: .NET, Java, JavaScript, Python, Go, or Rust.\n2. **Verify repo** — Ensure the user has a local clone of the correct [SDK repo](references\u002Fsdk-repos.md). If not cloned, instruct user to clone it.\n3. **Identify config file** — Determine the path to the TypeSpec configuration file. See [config file details](references\u002Fdetailed-workflow.md).\n   - From `azure-rest-api-specs` repo: use path to `tspconfig.yaml`.\n   - From an SDK language repo: use path to `tsp-location.yaml`.\n4. **Verify setup** — Run `azure-sdk-mcp:azsdk_verify_setup` to confirm environment.\n5. **Generate** — Run `azure-sdk-mcp:azsdk_package_generate_code` with the config file path.\n6. **Build** — Run `azure-sdk-mcp:azsdk_package_build_code`. If build succeeds, proceed to step 8.\n7. **Customize** — If build fails, or if user requests SDK modifications, run `azure-sdk-mcp:azsdk_customized_code_update` with the build errors or user request. The tool handles the full workflow internally: it classifies the issue, applies TypeSpec decorators and\u002For code patches, regenerates the SDK, and builds — all in one call. See [customization workflow](references\u002Fcustomization-workflow.md).\n8. **Commit checkpoint** — Prompt the user to commit generated changes before proceeding. See [commit checkpoint details](references\u002Fdetailed-workflow.md).\n9. **Validate** — Run `azure-sdk-mcp:azsdk_package_run_check` and `azure-sdk-mcp:azsdk_package_run_tests`.\n10. **Metadata** — Run `azure-sdk-mcp:azsdk_package_update_changelog_content`, `azure-sdk-mcp:azsdk_package_update_metadata`, and `azure-sdk-mcp:azsdk_package_update_version`. _(Note: For .NET data plane, skip this step — metadata, changelog, and version updates are per-commit tasks, not part of the generate\u002Fbuild\u002Ftest workflow.)_\n11. **Final commit** — Prompt the user to commit final changes (changelog, metadata, version). See [commit checkpoint details](references\u002Fdetailed-workflow.md).\n\n[SDK repos](references\u002Fsdk-repos.md) | [Customization workflow](references\u002Fcustomization-workflow.md) | [Detailed workflow](references\u002Fdetailed-workflow.md)\n\n## Guardrails\n\n- **NEVER modify generated SDK code files directly for customizations.** Always use `azure-sdk-mcp:azsdk_customized_code_update`. It handles classification, TypeSpec decorators, code patches, regeneration, and build as a single atomic workflow.\n- If `azure-sdk-mcp:azsdk_customized_code_update` fails or times out, **report the error to the user** and suggest retrying. Do not attempt to replicate its behavior by editing files manually.\n- Only the customization tool understands the correct layering of TypeSpec decorators vs code patches and ensures regenerated code stays consistent.\n\n## Examples\n\n- \"Generate the SDK locally for my TypeSpec service\"\n- \"Build and test the Python SDK package\"\n- \"Run CI checks for my SDK package\"\n- \"Fix the SDK build errors on this PR\"\n- \"The SDK generation has breaking changes, resolve them\"\n- \"Rename FooClient to BarClient for .NET\"\n- \"Hide the internal polling operation from the Python SDK\"\n- \"Fix .NET analyzer errors AZC0030 and AZC0012\"\n- \"The build is failing because a customization references a renamed property\"\n- \"Create a subclient architecture for the Python SDK\"\n- \"Apply TypeSpec customizations to fix compilation errors\"\n- \"Update the changelog for this SDK package\"\n- \"Update the package version\"\n- \"Update the package metadata and ci.yml\"\n\n## Troubleshooting\n\n- Run `azure-sdk-mcp:azsdk_verify_setup` to confirm MCP and tools.\n- If build fails with type conflicts, breaking changes, analyzer errors, or customization drift, use `azure-sdk-mcp:azsdk_customized_code_update` to apply customizations.\n- The customization tool uses a two-phase approach: TypeSpec decorators first (Phase A), then code repairs if needed (Phase B).\n- If `azure-sdk-mcp:azsdk_customized_code_update` fails or times out, report the error and retry. Do not manually edit generated SDK code — manual edits will be overwritten on the next regeneration.\n- Without MCP, use `npx tsp-client` CLI.\n",{"data":36,"body":41},{"name":4,"license":27,"metadata":37,"description":6,"compatibility":40},{"version":38,"distribution":39},"1.1.0","shared","azure-sdk-mcp server, local azure-sdk-for-{language} clone, language build tools",{"type":42,"children":43},"root",[44,52,59,241,255,261,522,543,549,593,599,672,678],{"type":45,"tag":46,"props":47,"children":48},"element","h1",{"id":4},[49],{"type":50,"value":51},"text","Generate SDK Locally",{"type":45,"tag":53,"props":54,"children":56},"h2",{"id":55},"mcp-tools",[57],{"type":50,"value":58},"MCP Tools",{"type":45,"tag":60,"props":61,"children":62},"table",{},[63,82],{"type":45,"tag":64,"props":65,"children":66},"thead",{},[67],{"type":45,"tag":68,"props":69,"children":70},"tr",{},[71,77],{"type":45,"tag":72,"props":73,"children":74},"th",{},[75],{"type":50,"value":76},"Tool",{"type":45,"tag":72,"props":78,"children":79},{},[80],{"type":50,"value":81},"Purpose",{"type":45,"tag":83,"props":84,"children":85},"tbody",{},[86,105,122,139,156,173,190,207,224],{"type":45,"tag":68,"props":87,"children":88},{},[89,100],{"type":45,"tag":90,"props":91,"children":92},"td",{},[93],{"type":45,"tag":94,"props":95,"children":97},"code",{"className":96},[],[98],{"type":50,"value":99},"azsdk_verify_setup",{"type":45,"tag":90,"props":101,"children":102},{},[103],{"type":50,"value":104},"Verify environment",{"type":45,"tag":68,"props":106,"children":107},{},[108,117],{"type":45,"tag":90,"props":109,"children":110},{},[111],{"type":45,"tag":94,"props":112,"children":114},{"className":113},[],[115],{"type":50,"value":116},"azsdk_package_generate_code",{"type":45,"tag":90,"props":118,"children":119},{},[120],{"type":50,"value":121},"Generate SDK",{"type":45,"tag":68,"props":123,"children":124},{},[125,134],{"type":45,"tag":90,"props":126,"children":127},{},[128],{"type":45,"tag":94,"props":129,"children":131},{"className":130},[],[132],{"type":50,"value":133},"azsdk_package_build_code",{"type":45,"tag":90,"props":135,"children":136},{},[137],{"type":50,"value":138},"Build package",{"type":45,"tag":68,"props":140,"children":141},{},[142,151],{"type":45,"tag":90,"props":143,"children":144},{},[145],{"type":45,"tag":94,"props":146,"children":148},{"className":147},[],[149],{"type":50,"value":150},"azsdk_package_run_check",{"type":45,"tag":90,"props":152,"children":153},{},[154],{"type":50,"value":155},"Validate package",{"type":45,"tag":68,"props":157,"children":158},{},[159,168],{"type":45,"tag":90,"props":160,"children":161},{},[162],{"type":45,"tag":94,"props":163,"children":165},{"className":164},[],[166],{"type":50,"value":167},"azsdk_package_run_tests",{"type":45,"tag":90,"props":169,"children":170},{},[171],{"type":50,"value":172},"Run tests",{"type":45,"tag":68,"props":174,"children":175},{},[176,185],{"type":45,"tag":90,"props":177,"children":178},{},[179],{"type":45,"tag":94,"props":180,"children":182},{"className":181},[],[183],{"type":50,"value":184},"azsdk_customized_code_update",{"type":45,"tag":90,"props":186,"children":187},{},[188],{"type":50,"value":189},"Apply customizations (includes regeneration and build)",{"type":45,"tag":68,"props":191,"children":192},{},[193,202],{"type":45,"tag":90,"props":194,"children":195},{},[196],{"type":45,"tag":94,"props":197,"children":199},{"className":198},[],[200],{"type":50,"value":201},"azsdk_package_update_changelog_content",{"type":45,"tag":90,"props":203,"children":204},{},[205],{"type":50,"value":206},"Update changelog",{"type":45,"tag":68,"props":208,"children":209},{},[210,219],{"type":45,"tag":90,"props":211,"children":212},{},[213],{"type":45,"tag":94,"props":214,"children":216},{"className":215},[],[217],{"type":50,"value":218},"azsdk_package_update_metadata",{"type":45,"tag":90,"props":220,"children":221},{},[222],{"type":50,"value":223},"Update metadata including ci.yml",{"type":45,"tag":68,"props":225,"children":226},{},[227,236],{"type":45,"tag":90,"props":228,"children":229},{},[230],{"type":45,"tag":94,"props":231,"children":233},{"className":232},[],[234],{"type":50,"value":235},"azsdk_package_update_version",{"type":45,"tag":90,"props":237,"children":238},{},[239],{"type":50,"value":240},"Update version",{"type":45,"tag":242,"props":243,"children":244},"p",{},[245,247,253],{"type":50,"value":246},"Prerequisites: azure-sdk-mcp server must be running. 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If build succeeds, proceed to step 8.",{"type":45,"tag":266,"props":404,"children":405},{},[406,411,413,419,421,427],{"type":45,"tag":270,"props":407,"children":408},{},[409],{"type":50,"value":410},"Customize",{"type":50,"value":412}," — If build fails, or if user requests SDK modifications, run ",{"type":45,"tag":94,"props":414,"children":416},{"className":415},[],[417],{"type":50,"value":418},"azure-sdk-mcp:azsdk_customized_code_update",{"type":50,"value":420}," with the build errors or user request. The tool handles the full workflow internally: it classifies the issue, applies TypeSpec decorators and\u002For code patches, regenerates the SDK, and builds — all in one call. 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It handles classification, TypeSpec decorators, code patches, regeneration, and build as a single atomic workflow.",{"type":45,"tag":266,"props":570,"children":571},{},[572,574,579,581,586],{"type":50,"value":573},"If ",{"type":45,"tag":94,"props":575,"children":577},{"className":576},[],[578],{"type":50,"value":418},{"type":50,"value":580}," fails or times out, ",{"type":45,"tag":270,"props":582,"children":583},{},[584],{"type":50,"value":585},"report the error to the user",{"type":50,"value":587}," and suggest retrying. Do not attempt to replicate its behavior by editing files manually.",{"type":45,"tag":266,"props":589,"children":590},{},[591],{"type":50,"value":592},"Only the customization tool understands the correct layering of TypeSpec decorators vs code patches and ensures regenerated code stays consistent.",{"type":45,"tag":53,"props":594,"children":596},{"id":595},"examples",[597],{"type":50,"value":598},"Examples",{"type":45,"tag":315,"props":600,"children":601},{},[602,607,612,617,622,627,632,637,642,647,652,657,662,667],{"type":45,"tag":266,"props":603,"children":604},{},[605],{"type":50,"value":606},"\"Generate the SDK locally for my TypeSpec service\"",{"type":45,"tag":266,"props":608,"children":609},{},[610],{"type":50,"value":611},"\"Build and test the Python SDK package\"",{"type":45,"tag":266,"props":613,"children":614},{},[615],{"type":50,"value":616},"\"Run CI checks for my SDK package\"",{"type":45,"tag":266,"props":618,"children":619},{},[620],{"type":50,"value":621},"\"Fix the SDK build errors on this PR\"",{"type":45,"tag":266,"props":623,"children":624},{},[625],{"type":50,"value":626},"\"The SDK generation has breaking changes, resolve them\"",{"type":45,"tag":266,"props":628,"children":629},{},[630],{"type":50,"value":631},"\"Rename FooClient to BarClient for .NET\"",{"type":45,"tag":266,"props":633,"children":634},{},[635],{"type":50,"value":636},"\"Hide the internal polling operation from the Python SDK\"",{"type":45,"tag":266,"props":638,"children":639},{},[640],{"type":50,"value":641},"\"Fix .NET analyzer errors AZC0030 and AZC0012\"",{"type":45,"tag":266,"props":643,"children":644},{},[645],{"type":50,"value":646},"\"The build is failing because a customization references a renamed property\"",{"type":45,"tag":266,"props":648,"children":649},{},[650],{"type":50,"value":651},"\"Create a subclient architecture for the Python SDK\"",{"type":45,"tag":266,"props":653,"children":654},{},[655],{"type":50,"value":656},"\"Apply TypeSpec customizations to fix compilation errors\"",{"type":45,"tag":266,"props":658,"children":659},{},[660],{"type":50,"value":661},"\"Update the changelog for this SDK package\"",{"type":45,"tag":266,"props":663,"children":664},{},[665],{"type":50,"value":666},"\"Update the package version\"",{"type":45,"tag":266,"props":668,"children":669},{},[670],{"type":50,"value":671},"\"Update the package metadata and ci.yml\"",{"type":45,"tag":53,"props":673,"children":675},{"id":674},"troubleshooting",[676],{"type":50,"value":677},"Troubleshooting",{"type":45,"tag":315,"props":679,"children":680},{},[681,693,705,710,721],{"type":45,"tag":266,"props":682,"children":683},{},[684,686,691],{"type":50,"value":685},"Run ",{"type":45,"tag":94,"props":687,"children":689},{"className":688},[],[690],{"type":50,"value":366},{"type":50,"value":692}," to confirm MCP and tools.",{"type":45,"tag":266,"props":694,"children":695},{},[696,698,703],{"type":50,"value":697},"If build fails with type conflicts, breaking changes, analyzer errors, or customization drift, use ",{"type":45,"tag":94,"props":699,"children":701},{"className":700},[],[702],{"type":50,"value":418},{"type":50,"value":704}," to apply customizations.",{"type":45,"tag":266,"props":706,"children":707},{},[708],{"type":50,"value":709},"The customization tool uses a two-phase approach: TypeSpec decorators first (Phase A), then code repairs if needed (Phase B).",{"type":45,"tag":266,"props":711,"children":712},{},[713,714,719],{"type":50,"value":573},{"type":45,"tag":94,"props":715,"children":717},{"className":716},[],[718],{"type":50,"value":418},{"type":50,"value":720}," fails or times out, report the error and retry. Do not manually edit generated SDK code — manual edits will be overwritten on the next regeneration.",{"type":45,"tag":266,"props":722,"children":723},{},[724,726,731],{"type":50,"value":725},"Without MCP, use ",{"type":45,"tag":94,"props":727,"children":729},{"className":728},[],[730],{"type":50,"value":252},{"type":50,"value":254},{"items":733,"total":900},[734,753,772,789,800,815,826,841,848,862,875,888],{"slug":735,"name":735,"fn":736,"description":737,"org":738,"tags":739,"stars":750,"repoUrl":751,"updatedAt":752},"azure-arg-external-evaluation-policy-author","author and test Azure Resource Graph policies","Use when the user wants to author, design, or test an Azure Policy that queries Azure Resource Graph (ARG) at request-time — i.e. a policy whose deny\u002Faudit decision depends on data from elsewhere in the subscription (sibling\u002Fparent resource state, RG-wide invariants, multi-hop relationships, etc.). Formally called Azure Policy External Evaluation; sometimes referred to colloquially as \"Invoke\". Drives an iterative KQL co-design loop against the user's real subscription via `az graph query`, then emits a policy definition, assignment, `.http` test flow, and an `EXPLANATION.md` companion. Read-only; never provisions anything.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[740,741,744,747],{"name":11,"slug":8,"type":14},{"name":742,"slug":743,"type":14},"Compliance","compliance",{"name":745,"slug":746,"type":14},"Governance","governance",{"name":748,"slug":749,"type":14},"Policy","policy",1686,"https:\u002F\u002Fgithub.com\u002FAzure\u002Fazure-policy","2026-07-12T08:17:48.378432",{"slug":754,"name":754,"fn":755,"description":756,"org":757,"tags":758,"stars":769,"repoUrl":770,"updatedAt":771},"azure-blueprints-migration","migrate Azure Blueprints to Template Specs","Use when a user needs to migrate off Azure Blueprints (definitions and\u002For assignments) to Template Specs and Deployment Stacks before the January 31, 2027 retirement. Covers inventory, export, conversion to Bicep, policy decoupling, Template Spec publishing, Deployment Stack deployment with deny-settings, validation, and cutover.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[759,760,763,766],{"name":11,"slug":8,"type":14},{"name":761,"slug":762,"type":14},"Deployment","deployment",{"name":764,"slug":765,"type":14},"Infrastructure as Code","infrastructure-as-code",{"name":767,"slug":768,"type":14},"Migration","migration",260,"https:\u002F\u002Fgithub.com\u002FAzure\u002Fazure-blueprints","2026-07-12T08:17:49.646405",{"slug":773,"name":773,"fn":774,"description":775,"org":776,"tags":777,"stars":24,"repoUrl":25,"updatedAt":788},"apiview-feedback-resolution","resolve APIView feedback on Azure SDKs","Analyze and resolve APIView review feedback on Azure SDK PRs. **UTILITY SKILL**. USE FOR: APIView comments, API review feedback, SDK API surface changes. DO NOT USE FOR: general code review, non-APIView feedback. INVOKES: azure-sdk-mcp:azsdk_apiview_get_comments, azure-sdk-mcp:azsdk_typespec_customized_code_update.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[778,781,782,785],{"name":779,"slug":780,"type":14},"API Development","api-development",{"name":11,"slug":8,"type":14},{"name":783,"slug":784,"type":14},"Code Review","code-review",{"name":786,"slug":787,"type":14},"Documentation","documentation","2026-07-12T08:17:43.350876",{"slug":790,"name":790,"fn":791,"description":792,"org":793,"tags":794,"stars":24,"repoUrl":25,"updatedAt":799},"azsdk-common-live-and-recorded-tests","deploy resources and run Azure SDK tests","Deploy test resources and run Azure SDK tests in live, record, or playback mode. WHEN: \"run live tests\", \"run recorded tests\", \"deploy test resources\", \"record tests\", \"run tests in record mode\", \"clean up test resources\", \"run tests against live resources\". DO NOT USE FOR: writing new tests, authoring Bicep templates, playback-only test runs without resource deployment. INVOKES: azure-sdk-mcp:azsdk_package_run_tests.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[795,796,797,798],{"name":11,"slug":8,"type":14},{"name":761,"slug":762,"type":14},{"name":19,"slug":20,"type":14},{"name":22,"slug":23,"type":14},"2026-07-12T08:17:44.718943",{"slug":801,"name":801,"fn":802,"description":803,"org":804,"tags":805,"stars":24,"repoUrl":25,"updatedAt":814},"azsdk-common-prepare-release-plan","manage Azure SDK release plan work items","Create, get, update, abandon, and link SDK PRs to release plan work items for Azure SDK releases. **UTILITY SKILL**. USE FOR: \"create release plan\", \"get release plan\", \"update release plan\", \"update API spec in release plan\", \"update SDK details in release plan\", \"abandon release plan\", \"link SDK PR to plan\", \"namespace approval\", \"check release plan status\". DO NOT USE FOR: SDK code generation, pipeline troubleshooting, API review feedback. INVOKES: azure-sdk-mcp:azsdk_create_release_plan, azure-sdk-mcp:azsdk_get_release_plan, azure-sdk-mcp:azsdk_get_release_plan_for_spec_pr, azure-sdk-mcp:azsdk_update_release_plan, azure-sdk-mcp:azsdk_update_api_spec_pull_request_in_release_plan, azure-sdk-mcp:azsdk_update_sdk_details_in_release_plan, azure-sdk-mcp:azsdk_abandon_release_plan, azure-sdk-mcp:azsdk_link_sdk_pull_request_to_release_plan, azure-sdk-mcp:azsdk_link_namespace_approval_issue.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[806,807,810,813],{"name":11,"slug":8,"type":14},{"name":808,"slug":809,"type":14},"GitHub","github",{"name":811,"slug":812,"type":14},"Project Management","project-management",{"name":19,"slug":20,"type":14},"2026-07-12T08:17:38.345387",{"slug":816,"name":816,"fn":817,"description":818,"org":819,"tags":820,"stars":24,"repoUrl":25,"updatedAt":825},"azsdk-common-sdk-release","release Azure SDK packages","Check release readiness and trigger the release pipeline for Azure SDK packages. **UTILITY SKILL**. USE FOR: \"release SDK\", \"trigger release\", \"check release readiness\", \"release pipeline\", \"publish package\", \"ship SDK\". DO NOT USE FOR: SDK development, code generation, pipeline debugging, release plan creation. INVOKES: azure-sdk-mcp:azsdk_release_sdk.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[821,822,823,824],{"name":11,"slug":8,"type":14},{"name":16,"slug":17,"type":14},{"name":761,"slug":762,"type":14},{"name":19,"slug":20,"type":14},"2026-07-12T08:17:34.27607",{"slug":827,"name":827,"fn":828,"description":829,"org":830,"tags":831,"stars":24,"repoUrl":25,"updatedAt":840},"azure-typespec-author","author and modify Azure TypeSpec API specifications","Authors and modifies Azure TypeSpec (.tsp) API specifications. USE FOR: any TypeSpec\u002Ftsp change — api versions (add, bump, preview, stable, promote), resources, operations, models, properties, decorators, visibility, constraints, breaking changes, LRO, suppressions, operationId, spread model. Covers ARM resource-manager and data-plane services. DO NOT USE FOR: SDK generation, releasing SDK packages, or single MCP tool calls. INVOKES: azure-sdk-mcp:azsdk_typespec_generate_authoring_plan, azure-sdk-mcp:azsdk_run_typespec_validation.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[832,833,834,837],{"name":779,"slug":780,"type":14},{"name":11,"slug":8,"type":14},{"name":835,"slug":836,"type":14},"OpenAPI","openapi",{"name":838,"slug":839,"type":14},"Technical Writing","technical-writing","2026-07-12T08:17:39.603232",{"slug":4,"name":4,"fn":5,"description":6,"org":842,"tags":843,"stars":24,"repoUrl":25,"updatedAt":26},{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[844,845,846,847],{"name":11,"slug":8,"type":14},{"name":16,"slug":17,"type":14},{"name":19,"slug":20,"type":14},{"name":22,"slug":23,"type":14},{"slug":849,"name":849,"fn":850,"description":851,"org":852,"tags":853,"stars":24,"repoUrl":25,"updatedAt":861},"markdown-token-optimizer","optimize markdown files for token efficiency","Analyze markdown files for token efficiency and reduce context-window bloat. **UTILITY SKILL**. DO NOT USE FOR: code optimization, general file editing, non-markdown files. TRIGGERS: optimize markdown, reduce tokens, token count, token bloat, too many tokens, make concise, shrink file, file too large, optimize for AI, token efficiency, verbose markdown, reduce file size. INVOKES: waza CLI.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[854,857,860],{"name":855,"slug":856,"type":14},"LLM","llm",{"name":858,"slug":859,"type":14},"Performance","performance",{"name":838,"slug":839,"type":14},"2026-07-12T08:17:42.080413",{"slug":863,"name":863,"fn":864,"description":865,"org":866,"tags":867,"stars":24,"repoUrl":25,"updatedAt":874},"pipeline-troubleshooting","troubleshoot Azure SDK CI pipelines","Diagnose and resolve failures in Azure SDK CI and generation pipelines. **UTILITY SKILL**. USE FOR: \"pipeline failed\", \"build failure\", \"CI check failing\", \"SDK generation error\", \"reproduce pipeline locally\", \"debug SDK pipeline\". DO NOT USE FOR: local build issues without pipeline context, API design review, SDK publishing. INVOKES: azure-sdk-mcp:azsdk_analyze_pipeline, azure-sdk-mcp:azsdk_package_build_code, azure-sdk-mcp:azsdk_package_run_check.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[868,869,870,873],{"name":11,"slug":8,"type":14},{"name":16,"slug":17,"type":14},{"name":871,"slug":872,"type":14},"Debugging","debugging",{"name":19,"slug":20,"type":14},"2026-07-12T08:17:40.821512",{"slug":876,"name":876,"fn":877,"description":878,"org":879,"tags":880,"stars":24,"repoUrl":25,"updatedAt":887},"sensei","improve skill frontmatter compliance","**WORKFLOW SKILL** — Iteratively improve skill frontmatter compliance using the Ralph loop pattern. WHEN: \"run sensei\", \"sensei help\", \"improve skill\", \"fix frontmatter\", \"skill compliance\", \"frontmatter audit\", \"score skill\", \"check skill tokens\". INVOKES: token counting tools, test runners, git commands. FOR SINGLE OPERATIONS: use token CLI directly for counts\u002Fchecks.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[881,882,883,886],{"name":11,"slug":8,"type":14},{"name":742,"slug":743,"type":14},{"name":884,"slug":885,"type":14},"Process Optimization","process-optimization",{"name":838,"slug":839,"type":14},"2026-07-12T08:17:32.970921",{"slug":889,"name":889,"fn":890,"description":891,"org":892,"tags":893,"stars":24,"repoUrl":25,"updatedAt":899},"skill-authoring","author agent skills for agentskills.io","Write Agent Skills that comply with the agentskills.io specification. WHEN: \"create a skill\", \"new skill\", \"write a skill\", \"skill template\", \"skill structure\", \"review skill\", \"skill PR\", \"skill compliance\", \"SKILL.md format\", \"skill frontmatter\", \"skill best practices\". DO NOT USE FOR: improving existing skills (use sensei), general documentation. INVOKES: waza CLI.",{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[894,895,898],{"name":786,"slug":787,"type":14},{"name":896,"slug":897,"type":14},"Plugin Development","plugin-development",{"name":838,"slug":839,"type":14},"2026-07-12T08:17:35.873862",109,{"items":902,"total":951},[903,910,917,924,931,938,945],{"slug":773,"name":773,"fn":774,"description":775,"org":904,"tags":905,"stars":24,"repoUrl":25,"updatedAt":788},{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[906,907,908,909],{"name":779,"slug":780,"type":14},{"name":11,"slug":8,"type":14},{"name":783,"slug":784,"type":14},{"name":786,"slug":787,"type":14},{"slug":790,"name":790,"fn":791,"description":792,"org":911,"tags":912,"stars":24,"repoUrl":25,"updatedAt":799},{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[913,914,915,916],{"name":11,"slug":8,"type":14},{"name":761,"slug":762,"type":14},{"name":19,"slug":20,"type":14},{"name":22,"slug":23,"type":14},{"slug":801,"name":801,"fn":802,"description":803,"org":918,"tags":919,"stars":24,"repoUrl":25,"updatedAt":814},{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[920,921,922,923],{"name":11,"slug":8,"type":14},{"name":808,"slug":809,"type":14},{"name":811,"slug":812,"type":14},{"name":19,"slug":20,"type":14},{"slug":816,"name":816,"fn":817,"description":818,"org":925,"tags":926,"stars":24,"repoUrl":25,"updatedAt":825},{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[927,928,929,930],{"name":11,"slug":8,"type":14},{"name":16,"slug":17,"type":14},{"name":761,"slug":762,"type":14},{"name":19,"slug":20,"type":14},{"slug":827,"name":827,"fn":828,"description":829,"org":932,"tags":933,"stars":24,"repoUrl":25,"updatedAt":840},{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[934,935,936,937],{"name":779,"slug":780,"type":14},{"name":11,"slug":8,"type":14},{"name":835,"slug":836,"type":14},{"name":838,"slug":839,"type":14},{"slug":4,"name":4,"fn":5,"description":6,"org":939,"tags":940,"stars":24,"repoUrl":25,"updatedAt":26},{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[941,942,943,944],{"name":11,"slug":8,"type":14},{"name":16,"slug":17,"type":14},{"name":19,"slug":20,"type":14},{"name":22,"slug":23,"type":14},{"slug":849,"name":849,"fn":850,"description":851,"org":946,"tags":947,"stars":24,"repoUrl":25,"updatedAt":861},{"slug":8,"name":9,"logoUrl":10,"githubOrg":11},[948,949,950],{"name":855,"slug":856,"type":14},{"name":858,"slug":859,"type":14},{"name":838,"slug":839,"type":14},10]