chaseoneillrnd

Record browser-based feature demos as GIFs via Playwright and optionally document them in docs/features/index.md. Trigger with "Demo <feature>" or "Demo and Document <feature>".

Use when creating service modules in apps/api/skillhub/services/

Use when writing API tests in apps/api/tests/

Use when implementing division-based access control on any endpoint

Use when adding services to docker-compose.yml or creating Dockerfiles

Use when implementing error handling across the API, frontend, or MCP server

Use when creating new Flask blueprints in apps/api/skillhub_flask/blueprints/

Use when generating or managing the OpenAPI spec and TypeScript types

Elite technical documentation architect for agent-executable implementation guides. Use when creating technical handoff documents, Claude Code guides, development playbooks, implementation plans, or documentation guiding AI agents through multi-phase builds. Triggers on "create technical guide", "implementation guide", "Claude Code handoff", "development playbook", "build roadmap", or requests needing structured bite-sized prompts for complete implementations. ALWAYS begins with rigorous Socratic clarification to crystallize scope, stack, quality standards, and compliance before writing. Produces hierarchical guides (Stage-Phase-Prompt), TDD-first prompts with acceptance criteria, global standards, architecture overviews, quick-reference sequences, clear DO/DO NOT boundaries, AND a comprehensive Visual Architecture Companion document with Mermaid diagrams.