Analyze session transcripts to identify and patch skill instruction flaws.
npx skills add https://github.com/NicoVIII/claude-config --skill skill-retro-nicoviii
Please help me install this Agent Skill. Skill: skill-retro Source: https://github.com/NicoVIII/claude-config/tree/main/skills/skill-retro Command: npx skills add https://github.com/NicoVIII/claude-config --skill skill-retro-nicoviii
This skill addresses the accumulation of friction in automated workflows by systematically reviewing recent AI sessions to identify and patch flaws in skill instructions.
Invoke the skill-retro command to analyze the most recent skill execution in your current session and propose necessary improvements.
High-intent search queries and answers about installing and using this skill.
To identify operational friction in automated workflows, you can analyze session transcripts to pinpoint skipped steps, ambiguous instructions, or recurring execution errors. This process systematically reviews recent AI sessions to locate flaws.
You can automatically patch and refine skill instructions by analyzing the execution transcript after manual intervention occurs. This generates evidence-based edits to the instruction sets, preventing the same issue in future automated runs.
Skill maturity management evaluates automated workflow performance against historical logs to promote skills through maturity levels, such as from WIP to Battle-tested. It tracks optimization by comparing observed execution behavior to past performance.
Yes, you need access to skill history logs and session transcripts to perform evidence-based workflow refactoring. These logs provide the necessary execution behavior data to generate accurate patches for skill maintenance and optimization.
The best way to resolve recurring errors in automated skill units is to analyze session transcripts for evidence of operational friction. This allows you to generate targeted patches that refine the instruction sets and eliminate repeated failures.
Yes, you can use session transcripts to debug skipped steps in deployment automation. By analyzing the recorded execution behavior, you can identify exactly where the workflow deviated and generate the necessary instruction refinements.
nicograefAnalyze session transcripts or git history to extract actionable insights and friction points.
kazukitcyManage agent skill lifecycles through creation, improvement, and pruning workflows with regression testing.
HankanmanConvert session learnings into reusable Claude Code skills with YAML frontmatter.
insightwavesmithAnalyze code changes to identify those meeting evidence-shape-check criteria.
