Jardis testing rules — Integration over Unit, mock only at port boundaries, mandatory process for failing tests (no assertion weakening), Phase-3 test patterns for generated…
Use for authoring, reviewing, or correcting natural-language → Python generation DSL rules for Rulesgen.
Use Nanobot to configure a lightweight local personal agent with model providers, MCP tools, memory, chat channels, search, and gateway deployment paths.
Design and execute A/B tests for ML models in production using traffic splitting, statistical significance testing, and canary/shadow deployment.
Guide for running acceptance tests for a Terraform provider. Use this when asked to run an acceptance test or to run a test with the prefix `TestAcc`.
Execute natural-language browser regression tests with Playwright, caching, auto-healing, and multi-model assertion verification.
Launch supported coding agents in Docker, collect local metrics and HTTP traces, and compare their runs in a built-in dashboard.
Use ToolHive to install, isolate, update, and govern MCP servers so agents connect to a predictable local or Kubernetes-backed tool surface instead of a pile of hand-managed…
Ejecuta aplicaciones detectando automáticamente el tipo de proyecto (Next.js, Node.js, Python, Docker). Verifica dependencias, variables de entorno, puertos y base de datos.
Use to validate architecture rules against a diff -- hard gate that blocks PR creation on violations
Run Coalesce code generation to regenerate TypeScript types and API client after C# model changes
Trigger CodeRabbit review passes from an agent and work unresolved PR feedback threads into guided or batch autofix loops.
Lets an agent execute OpenAPI or API Blueprint contract checks against a running service so spec drift is caught before release.
Run .NET tests with code coverage and display a summary. USE FOR: generating a coverage report for a test project, getting baseline line/branch coverage per class and method,…
Use when the user wants to run a single plugin's full Mongo + Postgres test matrix locally. Wraps `pnpm test:matrix
`.
Express Kubernetes test steps and assertions in YAML, then execute them against a real cluster before shipping controller or manifest changes.
Use Reasonix when an operator wants a persistent terminal coding agent tuned for DeepSeek-style prefix caching, project memory, MCP-compatible plugins, and reviewable code-edit…
Adds deterministic SQL analysis, dbt-aware tooling, warehouse metadata, lineage, and test-generation workflows underneath Claude Code, Codex, or terminal-driven agent sessions.
Implementar, rodar e testar endpoints HTTP da camada app/routes/ do backend SafeStreets. Use ao criar um endpoint novo, exercitar as rotas, verificar requisições HTTP, rodar o…
Execute repository-stored HTTP request files from the command line so API smoke tests, assertions, and environment-driven checks can run without a GUI client.
Run a command inside a CUDA Docker slot container. Use whenever running any code or shell commands within this repo. Arguments:
Use mcp-server-kubernetes so an MCP-capable agent can inspect, troubleshoot, and manage Kubernetes resources through a configured kubeconfig.
Comprehensive guide for setting up and running local LLMs using Harbor. Use when user wants to run LLMs locally, set up or troubleshoot Ollama, Open WebUI, llama.cpp, vLLM,…
Start the local development environment using .NET Aspire AppHost. Use to spin up all services locally for manual testing — runs PostgreSQL, NATS, Valkey, and all microservices…
Use Open Code Review when an agent needs several reviewer personas to inspect a diff, debate findings, and synthesize review output before a human approves, posts, or acts on the…
Execute PostgreSQL backup, restore, verification, and point-in-time recovery runbooks with explicit repository and WAL handling.
Run jigsawR test suite via WSL R. Supports full suite, filtered by pattern, or single file. Interprets pass/fail/skip counts and identifies failing tests.
Give coding agents React Native-specific build, upgrade, GitHub Actions, and troubleshooting guidance instead of treating mobile work like generic web development.
Apply reusable refactoring recipes to large codebases so framework upgrades and codemods happen as auditable, reviewable changes.
Iniciar a API (FastAPI) e o frontend (Vite) do IMOBILAY em modo de desenvolvimento.
Start all local services (backend, frontend, docs) with dependency checking, error diagnosis, and automatic recovery.
Use OpenHands to run supervised software-engineering agents that inspect repositories, edit code, execute commands, and return reviewable implementation evidence.
Write failing unit tests (RED), implement minimal code (GREEN), refactor with quality validation for Stages F-H of the VibeFlow docs-first workflow
Build and run Python agents that execute tasks against an explicit workspace, with tools, MCP connections, and prebuilt agent packages available when needed.
Handling absence and nullability in Scala using Option, with patterns for translating Python None handling.
Structured investigation and troubleshooting for production incidents, build failures, performance issues, and mysterious bugs.
Windows + Python 開発で遭遇する落とし穴の Runbook。UnicodeEncodeError、cp932、rich、PowerShell、Windows Terminal、legacy console、PYTHONIOENCODING、文字コード関連のエラーが出た時に自動参照。
Reference catalog for all running coach AI skills, shared TypeScript contracts, safety guardrails, and telemetry conventions.
Execute end-to-end tests covering full user workflows across frontend and backend. Use when performing specialized testing.
Use when dispatched as a QA subagent to verify a single domain of a browser-game feature against a test-case list.
Execute integration tests validating component interactions and system integration. Use when performing specialized testing.
Execute mutation testing to evaluate test suite effectiveness. Use when performing specialized testing.
Run Node.js as a sidecar process in Tauri apps for JavaScript backend logic without requiring an end-user Node.js install.
Execute load testing, stress testing, and performance benchmarking. Use when performing specialized testing.
Execute fast smoke tests validating critical functionality after deployment. Use when performing specialized testing.
Drive strict red-green-refactor TDD discipline for any code change. Use when a user requests test-driven development, asks to write a failing test first, wants to add a feature…
Work with Runpod GPU infrastructure and documentation. Use when Codex needs to create, deploy, manage, debug, or review Runpod Pods, Serverless workers/endpoints, templates,…
AOSP Part V — Runtime. Use when reasoning about ART (dex2oat, AOT/JIT, baseline profiles, GC, oat/vdex/odex files, class loaders, JNI bridge) or the Native Bridge (Berber — from…
Selects the optimal runtime ecosystem (JVM, .NET, Node.js/V8, native compilation) based on deployment characteristics, performance requirements, and operational constraints for…
Runtime operational metrics with meters, timers, histograms, and moving averages. node-measured patterns for tracking request rates, execution durations, error rates, and EWMAs…
Compiling formal invariants (TLA+, Alloy, temporal logic) into runtime monitors that continuously audit agent coordination daemons.
Use when making, reviewing, debugging, or scripting Runware API requests. Follow Runware's raw REST/WebSocket request shape, authentication, UUID, async polling, error, retry, and…
Runway ci integration — AI video generation and creative AI platform. Use when working with Runway for video generation, image editing, or creative AI.
Runway debug bundle — AI video generation and creative AI platform. Use when working with Runway for video generation, image editing, or creative AI.
Runway deploy integration — AI video generation and creative AI platform. Use when working with Runway for video generation, image editing, or creative AI.
Runway rate limits — AI video generation and creative AI platform. Use when working with Runway for video generation, image editing, or creative AI.
Runway reference architecture — AI video generation and creative AI platform. Use when working with Runway for video generation, image editing, or creative AI.
Check the current Agent Runway status - loaded architectural map, active conventions, module boundaries, and enforcement levels.
Guides users through migrating to Rust 2024 edition features including let chains, async closures, and improved match ergonomics.
Use rust-analyzer's Structural Search and Replace (SSR) to change lots of Rust code. SSR matches by AST structure and semantic meaning, understanding type resolution and path…