**Purpose:** Capability-first development ecosystem for evolving reusable software capabilities from natural-language intent through architecture-aware discovery, validation, implementation, feedback, and reuse.

**Domain:** helix_forge
**Repo slug:** helix-forge
**Topic ID:** f39fa2a3-c491-414c-a91b-b4c5fcc6139c