Extract genuine learnings from completed sessions by identifying corrections and rework.
npx skills add https://github.com/hmps/agent-tools --skill extract-learnings
Please help me install this Agent Skill. Skill: extract-learnings Source: https://github.com/hmps/agent-tools/tree/main/skills/extract-learnings Command: npx skills add https://github.com/hmps/agent-tools --skill extract-learnings
This Skill helps you identify and formalize genuine learnings from past mistakes, corrections, or rework, preventing their recurrence. It cuts through the noise of normal iteration to pinpoint actual lessons that improve your future performance.
Apply the extract-learnings skill to analyze our last session, focusing on any corrections or rework I had to perform.
High-intent search queries and answers about installing and using this skill.
Extract learnings by identifying actual corrections and rework—not routine iteration—then distinguish the underlying pattern. Document each learning as a clear, future-facing directive to prevent recurrence, such as "Always verify API parameters against documentation before implementation."
Normal iteration is exploratory refinement; genuine mistakes are corrections where you fix something that went wrong. Learning extraction focuses only on the latter—repeated errors, false assumptions, or rework—and isolates the pattern driving them.
Yes. Extract learnings scans corrections, rewrites, and repeated mistakes across coding, documentation, and project workflows to surface pattern-level issues. This identifies systemic gaps rather than isolated slip-ups.
Document the underlying pattern as an actionable directive tied to specific conditions. Instead of "I made an assumption," write "When integrating external APIs, verify parameter structure against current documentation before writing code."
Focus on corrections, rework, and mistakes—not successful first attempts. Track whether errors repeat within or across sessions, then articulate the root cause and the specific action that prevents it next time.
nicsuzorCapture and analyze AI CLI sessions in headless mode with Markdown transcripts.
singhianand23045Organize project learnings with storage, search, prune, and export capabilities.
Soul-Brews-StudioGenerate structured session retrospectives and lessons learned from coding sessions.
langwatchExtract actionable lessons from mistakes and update AGENTS.md sections.
