@sheepxux

skill-forge detects recurring capability gaps from logs and feedback, classifies them into profile-specific opportunities, scaffolds candidate skills with validation and smoke testing, and gates installation via telegram approval. it routes decisions through evolve-or-forge logic to prevent sprawl and enforces replay non-regression during updates.

somnia runs overnight health reviews, replay checks, and feedback triage for openclaw skills, producing proposal artifacts and reports without mutating runtime installations.