Ruecknahme Rest § 48 VwVfG: fachanwaltlicher Spezial-Skill mit Normenanker, Tatsachenmatrix, Beweislast, Fristen, Gegenargumenten und belastbarem Arbeitsprodukt; ohne ungeprüfte…
Fix all Python lint violations and enforce consistent formatting in one command.
Lints and formats all Python files in the project using Ruff. Activates when the user asks to "lint my Python", "fix Python code style", "run ruff", "format my Python files",…
Rule: MUST use whenever the scope matches this purpose: When changing architecture mode or governance policies.
MANDATORY when editing files matching ["api/src/**/*.py", "frontend/src/**/*.{ts,tsx}"]. Performance budgets, query discipline, caching, and rendering strategy
Use when the rule set is over the Augment budget, when a new rule would breach it, or when asked to audit / merge / prune rules — runs the audit pipeline and proposes a verdict…
Non-negotiable Jardis architecture rules — five constitutional pillars, hexagonal dependency direction, Closure-Orchestrator pattern.
Use when you operate coding-agent infrastructure with a feedback signal — eval suites, run-level telemetry, A/B baselines, or a skill catalog under test — and want to cap — from…
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.
AUTO-оркестратор 1С-задачи — прогон analyze→implement→test БЕЗ паузы на ревью первого этапа. ИСПОЛЬЗУЙ для /run-1c-task. Вход — JIRA-код / описание из чата / путь к папке ТЗ.
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.
Add Axiom's Apple OS skills, agents, and commands so coding assistants can diagnose Xcode builds, Swift issues, crashes, logs, UI flows, and performance traces.
Use to validate architecture rules against a diff -- hard gate that blocks PR creation on violations
Launch and drive a local reference Claude apps gateway (claude gateway + Dex + Postgres) to probe, capture, or re-verify the login / managed-settings / OTLP-telemetry wire…
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…
Trigger deployment via GitHub Actions workflow_dispatch. Execute phase skill — validates pre-deploy conditions, fires the configured workflow, monitors completion, and verifies…
Adds deterministic SQL analysis, dbt-aware tooling, warehouse metadata, lineage, and test-generation workflows underneath Claude Code, Codex, or terminal-driven agent sessions.
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…
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:
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…
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.
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.