The Agent Skills Directory

[COMMAND_EXECUTION]: The skill workflow includes commands to list and search local directories (ls, Grep) such as ~/.claude/skills/ and project-specific rules/ folders. This is used for a mandatory deduplication check before proposing new rules.
[DYNAMIC_EXECUTION]: The skill is designed to dynamically generate and propose new executable content, including ast-grep rules (YAML) and agent skills (Markdown). This is the primary intended function of the meta-skill to improve future agent performance.
[SAFE]: All file system modifications and new rule adoptions require explicit user approval after showing a diff. The skill also provides clear 'Red flags' to prevent low-quality or project-specific bloat from being codified.

retrospective-codify