Schedule recurring, interval, calendar, and one-off Python agent jobs with persistent job stores so background workflows survive restarts.
Use Agenda when a custom Node.js agent needs persistent scheduled jobs, retries, locking, and background workers backed by MongoDB, PostgreSQL, or Redis instead of fragile…
Run the end-to-end integration test suite for the CodeScene MCP Server. Use when you need to verify that all MCP tools work correctly against the real CLI and server…
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 an existing container image as a Kubernetes pod with local files injected from the CodeMate workspace, then exec commands against it.
Run a command inside a CUDA Docker slot container. Use whenever running any code or shell commands within this repo. Arguments:
Perform interactive testing on Kobiton devices using natural language. Translates user intents into CLI commands - WebDriver actions (find elements, type, click, swipe) — from…
Use mcp-server-kubernetes so an MCP-capable agent can inspect, troubleshoot, and manage Kubernetes resources through a configured kubeconfig.
LiteParse — Rust document parser của LlamaIndex: PDF/Word/Excel/PPT/image → JSON với bounding boxes. Node.js/Python/WASM bindings. Tesseract OCR bundled, không cần cloud.
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…
Avvia, esegue, guida e fa screenshot del CRM multitenant (Laravel 12 + Filament 3 in Docker Sail). Usala per lanciare l'app, fare login nel pannello, aprire una risorsa, leggere…
Use when an ai-issue-solver batch run should execute unattended over night (or any long period) with full preflight checks, log rotation, dashboard refresh, and a final summary.
Execute PostgreSQL backup, restore, verification, and point-in-time recovery runbooks with explicit repository and WAL handling.
Install a .NET skill and agent pack for C#, ASP.NET Core, Aspire, EF Core, Akka.NET, testing, performance, and quality-gate workflows.
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.
Use Sidekiq Scheduler to run recurring Ruby/Sidekiq agent jobs for refreshes, evaluations, reports, maintenance, and queue-driven automations with cron-style schedules.
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.
Turn rough coding intent into durable specs, task graphs, fresh-context worker runs, adversarial reviews, PR bodies, and evidence receipts.
Write failing unit tests (RED), implement minimal code (GREEN), refactor with quality validation for Stages F-H of the VibeFlow docs-first workflow
Use if you are creating, maintaining, debugging, securing, or release-gating TestSprite backend API tests against real deployed services; not frontend, load, fuzz, or local-only…
Use Evalite when a TypeScript team needs repeatable Vitest-style eval runs for LLM apps before prompt, model, or workflow changes ship.
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。
Documentation site and generated agent skills for rune-langium APIs Use when: Embedding a Rune DSL language server in a web application via WebSocket.
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.
Runs the brokenrobot.xyz quality gate — type-check, lint, format-check, spec validation, DESIGN lint, design-token drift, build, and the third-party-resource guardrail — and…
Mechanical verification procedure for the verifier agent — detect available checks from project configuration, run them fastest-first in speed order, capture evidence, and derive…
Run automated release testing (UI or API) via the AWS DevOps Agent using a pre-configured test profile.
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…
Vercel Runtime Cache API guidance — ephemeral per-region key-value cache with tag-based invalidation. Shared across Functions, Routing Middleware, and Builds.
Selects the optimal runtime ecosystem (JVM, .NET, Node.js/V8, native compilation) based on deployment characteristics, performance requirements, and operational constraints for…
Manages runtime health, deployment, incidents, rollback, and monitoring. Use during deployment verification and incident triage.
Runtime operational metrics with meters, timers, histograms, and moving averages. node-measured patterns for tracking request rates, execution durations, error rates, and EWMAs…
Universal Runtime best practices for PyTorch inference, Transformers models, and FastAPI serving. Covers device management, model loading, memory optimization, and performance…
Assess whether a feature is stateful or exempt, create and check its seven-part Runtime State Integration Contract, and summarize validation gaps.
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.