Skill System Evolution

Version-controlled evolution engine that uses insight results to evolve soul profiles and workflow recipes.

This skill is the ACT half of the system: it reads accumulated observation data, decides changes that are justified by evidence, applies them conservatively, and records a versioned snapshot for every change.

Key Concepts

1. Insight = OBSERVE

   • Extract facets from sessions and accumulate buffers.
   • This is handled by skill-system-insight.

2. Evolution = ACT

   • Read accumulated data and decide changes.
   • Apply changes with strong evidence only.
   • Always version and store an audit snapshot.