Skill Retro

What it does

Skill Retro processes session transcripts to analyze how installed skills were invoked and whether they behaved as intended. It automates preprocessing of logs, spawns analysis agents to identify findings, and guides remediation using skill-creator sub-agents so skills can be improved or fixed.

When to use it

Use Skill Retro at the end of an agent session when you want a structured retrospective: if you suspect skills misfired, returned incorrect output, or you want to systematically improve skill documentation and scripts based on real usage.

What's included

• Scripts: yes — preprocessing and analysis orchestration scripts are present in the skill's scripts folder.
• References: yes — analysis prompts and guidance for implementation agents.
• Instructions: step-by-step process covering transcript preprocessing, spawning analysis sub-agents, interpreting findings, resolving source locations, and orchestrating implementation edits.

Compatible agents

Designed for Claude-style skill workflows and sub-agent orchestration but applicable to any agent environment supporting script execution and sub-agent spawning (Claude Code, Sonnet-style subagents, Cursor).