lsscecilia

Update the docs/architecture .md spec files after adding a new feature, without re-running the full ms-spec. Detects what changed via git diff, maps changes to the right spec sections, grills the developer for missing context, and patches only the affected .md files. Use when a feature is done and the user wants to keep AI agent context up to date, or says "update spec", "sync spec", "ms-spec-upda

Dynamically discover all git repositories under a parent folder, checkout master/main, and pull latest code. Use when user wants to update all microservices, sync all repos, or says "update-all" or "pull all repos".

Map the high-level microservice architecture and generate per-service spec .md files that give AI agents full context — owned APIs, DB tables, events, inter-service dependencies, and data flows. Use when user wants to document microservice interactions, generate context files for AI agents, understand service boundaries, or says "ms-spec" or "map my services".

Help a backend engineer gather cross-repo context from browser DevTools network calls, trace API ownership to the right microservice, understand frontend data expectations, and determine exactly what backend changes are needed. Use when user pastes a DevTools network call, asks "which service owns this", wants to understand FE dependencies, or says "be-api-trace" or "trace this API".