Analyze Claude Code agent session transcripts to identify inefficiencies, anti-patterns, repeated mistakes, and missing tooling opportunities for continuous improvement
Plugin agentskill-kaizen from marketplace jamie-bitflight-skills in Jamie-BitFlight/claude_skills. Commands read from the repo's manifest — 25 days ago.
This plugin runs code on your machine — it starts local MCP servers. The exact commands are listed below; read them before installing.
agentskill-kaizen-meta-docsAgentskill kaizen plugin documentation index. Load when needing to read about cross-platform notes, improvement plans, or DuckDB integration.
kaizen-improvementTransform transcript analysis findings into actionable improvements. Triggers on "generate hooks from findings", "improve agent", "fix anti-pattern", "kaizen improvement", "generate hook proposals", or "create improvement plan". Provides templates for hook generation, agent prompt refinement, skill
meta-inspectorUse when extracting specific data points from large agent output transcripts, kaizen analysis reports, or JSONL session files — tool timings, query counts, error summaries, or any structured facts — without loading raw data into orchestrator context. Activates when the orchestrator needs targeted fa
transcript-analysisThis skill should be used when analyzing Claude Code session transcripts, reviewing agent performance, finding anti-patterns or tool misuse, mining workflow patterns, running kaizen analysis, debugging agent behavior, or performing session forensics.
/agentskill-kaizen:analyzeRun autonomous transcript analysis pipeline across sessions
/agentskill-kaizen:exploreInteractive transcript exploration — presents findings, user steers investigation
/agentskill-kaizen:generate-hooksProduce hook scripts from discovered anti-patterns — drafts by default, --install writes to settings
/agentskill-kaizen:reportGenerate summary report from existing analysis in .planning/kaizen/
improvement-generatorTransform analysis findings into actionable improvements — generates hook scripts, skill patches, agent prompt refinements, and CLAUDE.md updates based on discovered anti-patterns and inefficiencies
transcript-analystDeep-dive into Claude Code session transcripts using DuckDB SQL and process mining tools — spawned by analyze and explore commands to query JSONL data, detect anti-patterns, and mine workflow patterns across sessions
kaizen-duckdbruns: uvx mcp-server-motherduck --db-path :memory: --read-write
kaizen-analysisruns: uv run --script mcp/server.py
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