kaizen-enginelisted

Recursive improvement loop engine inspired by karpathy/autoresearch. Orchestrates continuous improvement via Sequential Thinking MCP with 8-phase iterations (MEASURE, ANALYZE, HYPOTHESIZE, PROPOSE, APPLY, VERIFY, DECIDE, LOG). Supports greedy and multi-objective ratcheting strategies with configurable autonomy levels. Use when the user says 'run kaizen', 'kaizen loop', 'improve', 'optimization loop', 'continuous improvement', 'recursive improvement', 'iterative optimization', 'run improvement profile', or wants to iteratively improve code, configuration, or processes against measurable KPIs. Also activates when user references a specific profile name like 'claude-code-usage', 'code-refactoring', or 'process-improvement'. Requires **~~sequential-thinking** connector.
MrBogomips/claude-code · ★ 0 · AI & Automation · score 72

Install: claude install-skill MrBogomips/claude-code

# Kaizen Engine — Recursive Improvement Loop Orchestrator ## 1. Overview The kaizen engine runs recursive improvement loops against measurable KPIs. It reads a **profile** (PROFILE.md) that defines what to improve, how to measure, and what to mutate, then executes iterative cycles until convergence, budget exhaustion, or user interrupt. **Architecture:** Engine + Profiles. The engine is generic; profiles are domain-specific. **Connector requirement:** This skill requires **~~sequential-thinking** for loop orchestration. Without it, the skill cannot function. Direct the user to the README for setup instructions. **Storage:** Audit logs are written to `.kaizen/runs/` at the improvement target location: - Project-level improvements: `.kaizen/` at project root - User-level improvements: `~/.kaizen/` --- ## 2. Pipeline ### Step 0 — Profile Resolution Determine which profile to load: 1. If the user specifies a profile name (e.g., `claude-code-usage`), look for it in: - `profiles/{name}/PROFILE.md` within this plugin directory - A custom path provided by the user 2. If no profile is specified, present the available bundled profiles and ask the user to choose: - **claude-code-usage** — analyze and improve Claude Code tool/skill usage patterns - **code-refactoring** — recursively improve code quality metrics - **process-improvement** — design and run kaizen loops for business processes 3. Parse the PROFILE.md YAML frontmatter to extract configuration: - `na