evolve

To cluster related instincts into higher-order reusable artifacts, group three or more related instincts from your learning directory and propose their evolution into a Skill, Command, Agent, or Convention with documented rationale.

Evolving raw instincts into scalable knowledge structures requires grouping related behavioral observations into viable clusters and generating formatted SKILL.md artifacts with proper frontmatter, which are then archived in a dedicated evolved learning directory.

Generating SKILL.md artifacts from accumulated instincts requires clustering three or more related observations, proposing an evolution path to a specific artifact type, and ensuring the output meets frontmatter and placement requirements under the evolved learning directory.

You can evolve Claude learning instincts into agents and commands, as well as skills and conventions. The evolution process proposes the most appropriate target artifact type for each cluster with supporting rationale.

Archiving evolved knowledge artifacts requires satisfying specific requirements for producing SKILL.md files, including adding proper frontmatter and placing the generated artifacts under the designated evolved learning directory path.

The minimum number of instincts needed to form a viable cluster for evolution is three. Clusters with fewer than three related instincts are not considered viable for proposing evolutions into higher-order knowledge structures.