kaizen-improvement
Kaizen Improvement
Transform analysis findings from .planning/kaizen/ into actionable improvements — hooks, agent patches, skill refinements, CLAUDE.md updates, and automation scripts.
Prerequisite: Analysis findings must exist in .planning/kaizen/ (generated by the transcript-analysis skill).
Improvement Types
Five categories of output, each with a delegation template:
- Hook generation — PreToolUse deny/redirect, SubagentStart context injection, Stop quality gates
- Agent prompt refinement — surgical fixes to agent system prompts via @subagent-refactorer
- Skill patches — add missing knowledge to skills via /plugin-creator:skill-creator
- CLAUDE.md updates — project-wide behavioral rules
- Script automation — replace repeated manual workflows with scripts or skills
For detailed templates and examples, see Improvement Templates.
For the Autonomous Refinement Loop (ARL) knowledge base — Layer 3 implementation details, prerequisites, and research synthesis — see ARL Knowledge.
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