analyze-python-apiAnalyze the Python weather API, tests, endpoint behavior, and migration scope. Use for extracting routes, payloads, and validation points before C# implementation.create-csharp-minimal-apiCreate or extend the C# Minimal API migration project. Use for scaffolding Program.cs, DTOs, services, weather.json loading, and the first safe implementation steps.validate-migration-parityValidate parity between the Python API and the C# rewrite. Use for pytest, dotnet build, dotnet test, endpoint comparison, regression checks, and follow-up recommendations.
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copilot-sdkBuild agentic applications with GitHub Copilot SDK. Use when embedding AI agents in apps, creating custom tools, implementing streaming responses, managing sessions, connecting to MCP servers, or creating custom agents. Triggers on Copilot SDK, GitHub SDK,…ghqr-reportGenerate an executive assessment report from GitHub Quick Review (ghqr) scan data. Produces an executive summary, a dedicated section per validated subject with all findings, and a prioritized 30/60/90-day remediation plan. Use when the user asks for a…tui-developerGenerate Go Bubble Tea TUI applications with chat-like interfaces. Use when the user asks to create terminal UIs, chat interfaces, interactive CLI, REPLs, or log viewers. Follow the specified architecture and implementation requirements for consistent results.
hook-local-sts-into-mssqlWire a locally-published SQL Tools Service (STS) build into the vscode-mssql by setting MSSQL_SQLTOOLSSERVICE in launch.json. Use when: testing local STS changes in vscode-mssql, hooking up locally-built STS to MSSQL, debugging STS from VS Code, "use my local…local-publish-stsBuild SQL Tools Service (STS) and run the Cake LocalPublish target so the resulting binaries are available under artifacts/publish for local testing. Use when: building STS locally, running LocalPublish, rebuilding STS after code changes, preparing STS for…setup-integration-test-configCreate SQL Tools Service integration test connection settings by generating SQLConnectionInstances XML, then running Microsoft.SqlTools.ServiceLayer.TestEnvConfig to write sqlConnectionSettings.json in the user profile. Use when: setting up local integration…
verus-verificationRigorous Verus specification and proof work for Regorus. Use when adding, strengthening, debugging, or reviewing Verus contracts, proofs, external-body boundaries, assume_specification declarations, BigInt or Number models, or minimal Verus bug reproducers.…code-reviewFast multi-perspective code review for regorus. Use for everyday code reviews. Reviews from 3 perspectives with calibrated severity and noise filtering.deep-reviewMulti-agent deep code review for regorus. Three diverse parallel discovery agents with context asymmetry, risk-triggered micro-passes, adversarial gap-finder, and verification with disproval mandates. Use for high-stakes changes.
msbuild-loader-netcoreHow MSBuildLocator loads MSBuild assemblies and discovers the .NET SDK on .NET / .NET Core (the net8.0 target / #if NETCOREAPP branches in src/MSBuildLocator). Covers the AssemblyLoadContext.Default.Resolving handler, search-path probing, the SDK environment…msbuild-loader-netframeworkHow MSBuildLocator loads MSBuild assemblies and discovers installs on .NET Framework (the net46 target / #if NET46 / non-NETCOREAPP branches in src/MSBuildLocator). Covers the AppDomain.AssemblyResolve handler, search-path probing, and Developer Console +…code-reviewRepository-specific checks for Microsoft.Build.Locator code reviews. Use for loader, discovery, public API, and package changes.
discovery-services-agent-deployerDeploy Discovery catalog agents end-to-end with one command: discover the agent, build and bind its tool when present, skip tool stages for agents without tools, deploy the agent, and optionally run validation. Use this skill whenever the user asks to deploy…discovery-catalogInventory the contents of this Discovery catalog repo. Lists publishers, agents, starter-kits, and the tools shipped under each agent. Use this skill whenever the user asks what's in the catalog, who publishes what, what agents/tools/starter-kits exist, lists…discovery-services-starter-kit-deployerDeploy Discovery catalog starter-kits end-to-end: validate kit.json agentRefs, build and deploy every referenced agent tool, deploy each referenced agent individually, and summarize deployed agents/tools plus customer-ready sample prompts. Use this skill…
gdextension-hygieneRun a Godot/GDExtension finish pass over the current diff: enforce headless GDScript validation, public API doc_classes coverage, docs/spec/sample/test synchronization, and registration or CMake follow-through. Triggers: hygiene pass, finish pass, validate…adversarial-reviewRun a multi-model adversarial review loop over the current diff or requested scope. Use one Claude-family reviewer and one GPT-family reviewer in parallel, fix only high-confidence consensus issues, then rerun until no new consensus issues remain. Surface…pr-feedback-loopTurn GitHub PR feedback into a disciplined remediation loop: gather review threads, comments, and check runs; classify actionable items; fix the concrete must-fix issues; run the right local validation; and summarize disputed leftovers. Triggers: fix PR…
android-testerExecute Android UI workflows on a sandbox device, review results, and produce a structured execution report.add-agentUse when adding or updating an agent adapter in the Exgentic repository. Follow the repository agent principles, separate lightweight config from heavy execution logic, isolate third-party dependencies behind lazy imports, adapt to any benchmark contract…add-benchmarkUse when adding or updating a benchmark adapter in the Exgentic repository. Follow the repository benchmark principles, keep the benchmark contract protocol-agnostic, prefer the thinnest possible wrapper that makes the benchmark accessible to any Exgentic…
rust-coding-skillUse whenever editing Rust in PET to write allocation-aware, cross-platform, byte-safe code with behavior-proving tests.rust-locator-patternsPET (Python Environment Tools) Rust coding conventions: locator ordering, thread safety, platform gating, JSONRPC rules, version detection, and path/symlink handling. Reference when writing or reviewing Rust code in this repo to avoid convention violations…rust-precommitRun the mandatory PET Rust pre-commit checks (cargo fmt + cargo clippy -D warnings) before every commit. Invoke whenever you are about to commit Rust changes, after applying review feedback, or whenever you need to verify formatting and lint cleanliness.
benchmark-qed-setupInitialize and configure benchmark-qed workspaces for RAG benchmarking. Use when: setting up a new benchmarking project, initializing config files for question generation or evaluation, downloading sample datasets, or modifying benchmark-qed settings.yaml…benchmark-qed-autoeEvaluate RAG system outputs using benchmark-qed scoring methods. Use when: running pairwise comparisons, reference-based scoring, assertion-based evaluation (flat or hierarchical), retrieval metrics, or statistical significance tests on RAG outputs. Also use…benchmark-qed-autoqGenerate benchmark questions and assertions from input data using benchmark-qed. Use when: generating local, global, linked, or activity questions for RAG benchmarking, creating assertions for existing questions, computing assertion statistics, or running the…
review-loopIterative review loop using any lens agent against any target (plan, code, design). Use when you want to run a focused review cycle: spawn a fresh reviewer subagent with a specific lens, present findings and remediation to the user, apply fixes with user…review-multi-perspectiveMulti-perspective code review using four parallel constructive reviewers (conservative, security, usability, speed) followed by a sequential adversarial gap-analysis pass. Each reviewer uses a two-phase inventory-then-assess approach for systematic coverage.…regex-engineDesign guide for the Trieste regex engine (include/trieste/regex_engine.h). Describes the architecture, data structures, and conventions of the header-only NFA-based regex engine used for pattern matching in the Trieste library. Use this skill when modifying,…
releaseRelease packages to GitHub via uvr. Use when user says "release", "publish packages", "cut a release", or wants to publish new package versions.new-base-imageHow to create base image packages that bundle a VM image built from a Dockerfile. Use when creating a new distro base like quicksand-ubuntu or quicksand-alpine, scaffolding a base image, or modifying Dockerfiles for base image builds.new-overlay-imageHow to create overlay image packages that layer on top of base images. Use when creating a new overlay package like quicksand-agent, scaffolding an overlay, or modifying hatch_build.py for overlay builds.