apcore-a2a acts as a thin, protocol-specific layer on top of `apcore-python`. It maps A2A concepts to apcore primitives

apcore-a2a bridges that gap — it reads your existing module metadata (schemas, descriptions, examples) and automatically exposes them as a standards-compliant A2A server. No hand-written Agent Cards, no JSON-RPC boilerplate, no manual task lifecycle management.

Outside-In CLI-to-Agent Bridge — automatically wraps existing CLI tools into governed apcore modules, served via MCP/A2A.

Automatic A2A Protocol Adapter for apcore Module Registry.

Metadata quality assessment and refinement skill for Claude Code. Helps `*-apcore` project developers (flask-apcore, django-apcore, nestjs-apcore) improve their module metadata for MCP, A2A, and CLI consumption.