spec-implementation
Implements approved specification proposals by working through tasks sequentially with testing and validation. Use when implementing changes, applying proposals, executing spec tasks, or building from approved...
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Implements approved specification proposals by working through tasks sequentially with testing and validation. Use when implementing changes, applying proposals, executing spec tasks, or building from approved...
This skill should be used when executing tasks from ai-state/active/tasks.yaml sequentially. It loads tasks, gathers context, implements features with phase-appropriate testing, updates task status in tasks.yam...
Docker containerization expert with deep knowledge of multi-stage builds, image optimization, container security, Docker Compose orchestration, and production deployment patterns. Use PROACTIVELY for Dockerfile...
Deploy use when generating Kubernetes deployment manifests and services. Trigger with phrases like "create kubernetes deployment", "generate k8s manifest", "deploy app to kubernetes", or "create service and ing...
Prepares applications for production by generating Dockerfiles, CI/CD pipelines, and platform configurations. Supports Docker, Vercel, Netlify, and GitHub Actions.
Deploy and update applications on GKE using rolling updates, blue-green deployments, and health checks. Use when deploying new versions, rolling back failed deployments, configuring Spring Boot health probes (l...
Provision and manage cloud infrastructure using Infrastructure as Code. Use when creating or modifying GCP resources, managing Pub/Sub topics and subscriptions, configuring IAM bindings, deploying multi-environ...
A high-level orchestration skill designed for end-to-end workflows, moving a project from a PRD to full Production deployment.
Guide for building CI/CD pipelines, managing infrastructure as code, and implementing deployment best practices. Use when setting up pipelines, containerizing applications, or configuring infrastructure.
Automates Dockerfile optimization, multi-stage build configurations, and container security hardening.
Production monitoring and observability for LLM applications with AgentOps session tracking, Google Cloud Observability integration, and Dynatrace monitoring. Provides real-time performance metrics, error track...
Rules for when and how to run tests during development
Use this skill when writing new features, fixing bugs, or refactoring code. Enforces test-driven development with 80%+ coverage including unit, integration, and E2E tests.
Expert skill for implementing Behavior-Driven Development (BDD) testing using Cucumber and other BDD frameworks. Helps teams bridge the gap between business requirements (user stories, acceptance criteria, shar...
Expert guidance for software testing and quality assurance. Use when the user asks to write tests, create test plans, review code for bugs, perform code reviews, write test cases, set up testing frameworks, deb...
Develop and execute automated tests to validate pilot scripts, workflows, and systems. Use when verifying code reliability, performing regression checks, or enforcing quality gates before deployment of pilot de...
Measure and track test coverage: coverage thresholds by layer, coverage reporting (HTML/terminal), identifying coverage gaps, branch coverage vs line coverage, coverage-driven testing. Includes layer-specific t...
An AI tool for automated testing, focusing on output quality, reliability, user trust, regulatory compliance, and security. Use this skill to prevent injection attacks, ensure system integrity, and protect data...
Comprehensive testing and quality assurance with Vitest unit/integration testing, Playwright E2E automation, and code coverage analysis. Supports TDD workflows, security testing, and CI/CD integration.
Guide human PO through manual acceptance testing. Optional - use when PO wants manual verification before merge.
This skill should be used when the user asks to "review code", "check for bugs", "review my changes", "review this PR", "code review", or mentions reviewing code quality, security issues, or codebase fit. Launc...
Expert code review for Java/Spring Boot and TypeScript/Next.js codebases. Performs multi-dimensional reviews covering correctness, security, testability, architecture, and maintainability. Automatically delegat...
Safe-by-default git workflow and Conventional Commits. Triggers on git operations, reviewing diffs, staging files, creating commits, or branch changes. Prevents destructive operations without consent.
Run an interactive codebase audit to analyze project structure, detect issues, and generate improvement PRDs. Use when you want to understand a codebase, find technical debt, or plan improvements. Triggers on:...
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.