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2424 skills sur 2424
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Analyze Rfp (Microsoft)Agents & Orchestration100Analyze the Meridian Healthcare synthetic RFP and produce a traceable requirement checklist.
Analyze Test Report (PyTorch)Tests100
Analyze torch-tensorrt local test results and drive failures to a fix. Use when the user pastes a test report / summary, asks why tests failed, asks to triage or fix failing tests, or mentions the JUnit/test-summary output from `just tests-report` / `just test-summary`. Covers where the JUnit XMLs live, how to read the consolidated report, how to reproduce a single failure, and how to categorize (real bug vs torch-API change vs OOM/skip vs flake).
Analyzer Codefix (.NET)Infra, Ops & Workflow100
Create or modify Roslyn IDE analyzers, code fixes, and code refactorings. Use when: adding a new IDE diagnostic (IDE0xxx), implementing a CodeFixProvider, implementing a CodeRefactoringProvider, writing analyzer/fixer tests, or working with AbstractBuiltInCodeStyleDiagnosticAnalyzer. Also use for: diagnostic analyzer, code action, FixAllProvider, TestInRegularAndScriptAsync, TestMissingInRegularAndScriptAsync.
Analyzing Dotnet Performance (.NET)Agents & Orchestration100
Scans .NET code for ~50 performance anti-patterns across async, memory, strings, collections, LINQ, regex, serialization, and I/O with tiered severity classification. Use when analyzing .NET code for optimization opportunities, reviewing hot paths, or auditing allocation-heavy patterns.
Android Clean ArchitectureLangages & Runtimes100Clean Architecture patterns for Android and Kotlin Multiplatform projects — module structure, dependency rules, UseCases, Repositories, and data layer patterns. Use when structuring modules, layers, or data flow in an Android or KMP project.
Angular DB (TanStack)Frontend & UI100
Angular bindings for TanStack DB. injectLiveQuery inject function with Angular signals (Signal<T>) for all return values. Reactive params pattern ({ params: () => T, query: ({ params, q }) => QueryBuilder }) for dynamic queries. Must be called in injection context. Angular 17+ control flow (@if, @for) and signal inputs supported. Import from @tanstack/angular-db (re-exports all of @tanstack/db).
Anonymised Case Study Writer (Microsoft)Agents & Orchestration100Use this skill when the user asks to create, improve, anonymise, structure, or publish a client case study, success story, engagement summary, or transformation story.
Aoti Debug (PyTorch)Données & Recherche100
Debug AOTInductor (AOTI) errors and crashes. Use when encountering AOTI segfaults, device mismatch errors, constant loading failures, or runtime errors from aot_compile, aot_load, aoti_compile_and_package, or aoti_load_package.
API Connector BuilderBackend & API100Build a new API connector or provider by matching the target repo's existing integration pattern exactly. Use when adding one more integration without inventing a second architecture.
API Diff (.NET)Backend & API100
Generate before/after .NET public API diff reports for a release milestone with `RunApiDiff.ps1`. Pure report generation only; to verify the diff against the shipped build (dotnet-inspect, revert detection) use the api-diff-validation skill.
API Diff Validation (.NET)Backend & API100
Validate that a generated API diff matches the APIs actually shipped in a .NET build, and that every new API traces to a real change. Uses dotnet-inspect to query the build's ref packs and cross-references new APIs against candidate PRs to catch missed reverts, renames, and kept-internal APIs before they reach release notes. Distinct from the pure api-diff skill, which only generates the diff reports.
API Not Found (TanStack)Backend & API100
Diagnose missing TanStack Table v9 exports, options, state slices, and instance methods. Load before inventing an API when code sees a type error, undefined feature method, absent object key, adapter mismatch, or v8-shaped example.
API Proposal (.NET)Backend & API100
Create prototype-backed API proposals for dotnet/runtime. Use when asked to draft an API proposal, write an api-suggestion issue, refine a vague API idea into a complete proposal, or improve a proposal marked api-needs-work. Covers the full pipeline from research through prototyping, ref source generation, and publishing. DO NOT USE FOR bug fixes, code review, performance benchmarking, or internal API changes that don't affect public surface area.
Apollo ConnectorsBackend & API100
Guide for integrating REST APIs into GraphQL supergraphs using Apollo Connectors with @source and @connect directives. Use this skill when the user: (1) mentions "connectors", "Apollo Connectors", or "REST Connector", (2) wants to integrate a REST API into GraphQL, (3) references @source or @connect directives, (4) works with files containing "# Note to AI Friends: This is an Apollo Connectors schema".
Apollo FederationBackend & API100
Guide for authoring Apollo Federation subgraph schemas. Use this skill when: (1) creating new subgraph schemas for a federated supergraph, (2) defining or modifying entities with @key, (3) sharing types/fields across subgraphs with @shareable, (4) working with federation directives (@external, @requires, @provides, @override, @inaccessible), (5) troubleshooting composition errors, (6) any task involving federation schema design patterns.
Apollo KotlinBackend & API100
Guide for building applications with Apollo Kotlin, the GraphQL client library for Android and Kotlin. Use this skill when: (1) setting up Apollo Kotlin in a Gradle project for Android, Kotlin/JVM, or KMP, (2) configuring schema download and codegen for GraphQL services, (3) configuring an `ApolloClient` with auth, interceptors, and caching, (4) writing queries, mutations, or subscriptions,
Apollo ServerBackend & API100
Guide for building GraphQL servers with Apollo Server 5.x. Use this skill when: (1) setting up a new Apollo Server project, (2) writing resolvers or defining GraphQL schemas, (3) implementing authentication or authorization, (4) creating plugins or custom data sources, (5) troubleshooting Apollo Server errors or performance issues.
App Builder (Microsoft)Agents & Orchestration100Builds and edits a model-driven Power Apps app from a natural-language intent — tables, columns, relationships, adaptive forms with sub-grids, views, Choice-column charts, business rules, business process flows, generative page intents for overview/dashboard surfaces (page `.tsx` generated in generate-pages after plan approval), and an app module + sitemap — via the headless cds-maker-sdk. Runs an interactive, multi-turn authoring flow (env selection, jobs-to-be-done first, then design-only App Spec authoring across confirmed levels, guardrail lint, plan-mode approval, generate-pages, full build) and a narrated build, and can download a deployed app back into an editable spec to change it. Use when the user says "build an app for X", "create a model-driven app", "make me an app to manage Y", "add a business process flow", or "edit/add to my app". This skill stands alone and does not require /genpage — but for a standalone generative page added to an app that already exists, use /genpage instead.
Appeal Evidence Packet (Microsoft)Auth & Sécurité100Reproduce the deterministic Prior Authorization Agent — reconsideration evidence workflow from packaged synthetic evidence.
Apple Notes (Nous Research)Données & Recherche100Manage Apple Notes via memo CLI: create, search, edit.
Apple Reminders (Nous Research)Données & Recherche100Apple Reminders via remindctl: add, list, complete.
Appointment Availability (Microsoft)Agents & Orchestration100Reproduce the deterministic Patient Intake Agent — appointment availability workflow from packaged synthetic evidence.
Architecture Decision RecordsDocs & Écriture100Capture architectural decisions as numbered ADR markdown files in docs/adr/ with context, alternatives considered, consequences, and an index README. Use when the user says 'record this decision' or 'ADR this', chooses between frameworks or databases, discusses trade-offs, or asks why the codebase is shaped this way.
Article WritingDocs & Écriture100Write articles, guides, blog posts, tutorials, newsletter issues, and other long-form content in a distinctive voice derived from supplied examples or brand guidance. Use when the user wants polished written content longer than a paragraph, especially when voice consistency, structure, and credibility matter.
Ascii Video (Nous Research)Données & Recherche100ASCII video: convert video/audio to colored ASCII MP4/GIF.
Aspire Version Upgrade (Microsoft)Agents & Orchestration100Upgrade existing Aspire projects to a newer Aspire version. Also handles TFM upgrades — preferred when the solution contains Aspire projects, since the Aspire version drives the required TFM. Triggers for "upgrade Aspire", "update Aspire version", "move to latest Aspire", or any .NET upgrade request on a solution with Aspire artifacts.
Assertion Quality (.NET)Tests100
Analyze assertion quality, depth, variety, and false confidence in existing tests. ALWAYS USE when asked about weak, shallow, trivial, always-true, self-referential, assertion-free, presence/truthiness-only, or insufficiently diverse assertions, including MSTest, Jest, pytest, and Go. DO NOT USE for direct fixes: writing-mstest-tests owns supplied MSTest assertions; code-testing owns new cases. Use test-gap-analysis when asked whether tests would catch a production change, and test-anti-patterns for general severity-ranked audits.
Assessing Breaking Changes (.NET)Infra, Ops & Workflow100
Guides assessment of backward compatibility for MSBuild changes. Consult when modifying behavior, adding warnings or errors, changing defaults, altering target ordering, removing or deprecating features, deciding whether a change needs a ChangeWave, reviewing blast radius of behavioral changes, or when a PR introduces user-visible output differences.
Assign Leads (Microsoft)Agents & Orchestration100Recommend lead routing for manager review without assigning CRM owners.
Assign Tasks (Microsoft)Agents & Orchestration100Prepare a draft task-mapping plan for manager review; do not create assignments or alerts.
Ast Visitor Pattern (Prisma) — ContribAgents & Orchestration100
Use the frozen-class/visitor pattern for discriminated unions that have multiple dispatch sites. Use when creating a new set of variants (commands, IR nodes, factory calls) that will be switched over in 2+ places, or when refactoring an existing union type that has grown multiple switch sites.
Ast Visitor Pattern (Prisma) — Contrib 2Frontend & UI100
Use the frozen-class/visitor pattern for discriminated unions that have multiple dispatch sites. Use when creating a new set of variants (commands, IR nodes, factory calls) that will be switched over in 2+ places, or when refactoring an existing union type that has grown multiple switch sites.
Asyncer (FastAPI)Langages & Runtimes100
Use Asyncer correctly in Python code that mixes async functions, blocking sync functions, worker threads, or concurrent async tasks. Use when choosing between Asyncer, AnyIO, and asyncio patterns; replacing asyncio.gather, AnyIO task groups, to_thread/from_thread calls, or anyio.run wrappers; using asyncer.create_task_group(), TaskGroup.soonify(), SoonValue, asyncify(), syncify(), or runnify(); or avoiding common Asyncer mistakes.
At Dispatch V2 (PyTorch)Données & Recherche100
Convert PyTorch AT_DISPATCH macros to AT_DISPATCH_V2 format in ATen C++ code. Use when porting AT_DISPATCH_ALL_TYPES_AND*, AT_DISPATCH_FLOATING_TYPES*, or other dispatch macros to the new v2 API. For ATen kernel files, CUDA kernels, and native operator implementations.
At Risk Clients (Microsoft)Agents & Orchestration100Explains risk drivers and recovery actions for fictional accounts.
Audit The List (vinta)Langages & Runtimes100Audit README.md sections against the shortlist rules — re-verify every entry's verdict with live data, promote or demote challengers, restructure oversized use cases, prune, and evaluate proposed additions. Fire when the maintainer asks to audit, sweep, prune, re-check, or maintain sections, or asks whether an entry (or a proposed one) deserves its slot.
Author Component (.NET)Auth & Sécurité100
Create or review Blazor components (.razor files) with correct architecture. USE FOR: writing new Blazor components that do NOT involve JavaScript interop, implementing parameters and EventCallback, RenderFragment slots, component lifecycle (OnInitializedAsync, OnParametersSet), async patterns, IAsyncDisposable, CancellationToken, CSS isolation, code-behind. DO NOT USE FOR: creating new projects (use create-blazor-project), JavaScript interop or calling browser APIs from Blazor (use use-js-interop), forms and validation (use collect-user-input), prerendering issues (use support-prerendering), HTTP data fetching patterns (use fetch-and-send-data), coordinating state between unrelated components (use coordinate-components).
Author Swa Integration Test (.NET)Auth & Sécurité100
Author end-to-end Static Web Assets integration tests that exercise MSBuild targets through build, publish, or pack. USE FOR: writing new SWA integration tests, choosing a test asset and base class, dynamically modifying projects at runtime, selecting the right manifest to assert on, verifying the full asset pipeline (primary, compressed, endpoints). DO NOT USE FOR: unit tests of individual tasks (write those directly), baseline regeneration (use swa-baseline-regeneration), troubleshooting failures (use swa-troubleshooting).
Auto Develop (Alibaba)Tests100
OPC-Starter 智能开发技能。AI 亲和的 React Boilerplate 项目开发规范，支持动态上下文感知、TDD 驱动开发、Agent Studio 扩展。适用于认证系统、组织架构、Agent 工具、数据同步等模块的迭代开发。