skill-evolve

To convert repeating workflow patterns into reusable automation blueprints, describe the recurring task sequence and run the evolution workflow to formalize it into a self-contained Skill. This process identifies patterns from inventory and generates validated blueprints for cross-session reuse.

Identifying recurring task patterns from an inventory involves analyzing operational observations to surface repeating sequences. The Skill evolution mechanism detects these friction-causing workflows and formalizes them into reusable automation assets, reducing manual work and memory overhead.

To generate a new Skill from a multi-step manual workflow, describe the repeating pattern and apply the Phase 2-4 evolution workflow. This workflow formalizes the sequence into a Skill blueprint, requiring user approval at decision points to ensure accurate automation generation.

You can extend an existing Skill without breaking its current behavior by applying the evolution workflow to merge improvements. This evolution process preserves the original Skill behavior while validating changes through an integrated eval framework to enable safe reuse.

Generated Skills are validated through an integrated eval framework that tests the new blueprints against expected behavior. The validation results are surfaced in pending-patterns for review, ensuring the evolved automation works correctly before final deployment.

You should not use Skill evolution for workflow automation when dealing with one-off tasks or non-repeating operations. The evolution process is designed specifically to formalize recurring patterns from inventory observations into reusable blueprints, making it inefficient for isolated workflows.