CI pipeline design, parallel execution, caching strategies, and quality gates. Use when setting up CI/CD pipelines, configuring GitHub Actions, automating deployments, optimizing build times, or implementing quality gates. Triggers on 'CI/CD pipeline', 'GitHub Actions', 'deploy', 'build pipeline', 'continuous integration', 'automated deployment'.
Add comprehensive documentation including JSDoc/TSDoc, inline comments, README updates, and OpenAPI 3.0 API docs. Use when documenting code, generating docs, improving project documentation, adding docstrings, writing README files, or creating API specifications. Triggers on 'add docs', 'document this', 'write README', 'API spec', 'add docstrings', 'generate documentation'.
Greet all installed tools and generate a health report
Switch between model modes or check current mode. Use /model-mode status to see current setting, /model-mode opus-only to always use Opus, /model-mode default for auto-switching.
Generate project scaffolding, boilerplate code, and project structure for React, Next.js, Express, NestJS, FastAPI, Django, and more. Use when starting a new project, generating boilerplate, or setting up project structure. Triggers on 'scaffold', 'create project', 'new app', 'bootstrap', 'boilerplate', 'starter template', 'project structure', 'monorepo'.
Manage the RAG MCP server — index codebases, search semantically, configure backends (ChromaDB/Redis/Qdrant)
Refresh agent knowledge from official reference URLs. Fetches latest documentation, release notes, and changelogs to keep agents current. Supports refreshing a single agent, all agents, or checking refresh status.
Score a coding task by complexity (1-10) and recommend the right model (haiku/sonnet/opus) before invoking a language agent. Holds the per-language rubric for all language/framework experts.