evolve

To consolidate related automation instincts into higher-level skills, this process clusters instincts by domain similarity, trigger overlap, and action sequence, then generates consolidated skill definitions saved to the evolved directory.

Yes, you can preview skill generation before applying changes by using the dry-run preview feature, which validates the clustering of related instincts and shows the proposed consolidated skill definitions without saving them.

Clustering instincts by domain similarity and trigger overlap works by scanning the instincts directory, grouping related behavioral patterns and action sequences together, and forming new evolved skills when clusters reach the required threshold size.

The best way to filter instinct clustering by domain during skill generation is to use the optional domain filtering controls, which restrict the scope of scanned instincts so only specific domain groupings form consolidated skills.

No, clustering instincts into scalable skills requires no external dependencies, as the process independently scans the local instincts directory and generates SKILL.md files directly into the evolved directory.

Related instincts may not form consolidated skills automatically if the identified clusters have not reached the required threshold size, which you can adjust using the available threshold controls governing cluster formation.