gsd-extract-learnings

Extract structured decisions, lessons, patterns, and surprises from phase artifacts into LEARNINGS.md.

Updated Apr 22, 2025
One-click install
npx skills add https://github.com/mcampbellr/.dotfiles --skill gsd-extract-learnings-mcampbellr
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: gsd-extract-learnings
Source: https://github.com/mcampbellr/.dotfiles/tree/main/claude/.claude/skills/gsd-extract-learnings
Command: npx skills add https://github.com/mcampbellr/.dotfiles --skill gsd-extract-learnings-mcampbellr

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill automates the process of extracting decisions, lessons learned, patterns, and surprises from completed phase artifacts, ensuring that valuable insights are captured and easily accessible.

Core Features & Use Cases

  • Automated Insight Extraction: Processes documents like PLAN.md, SUMMARY.md, VERIFICATION.md, UAT.md, and STATE.md to extract learnings.
  • Structured Output: Generates a LEARNINGS.md file with organized insights.
  • Use Case: Use this Skill after a project phase is complete to quickly compile learnings into a readable format for review or documentation.

Quick Start

Execute the gsd-extract-learnings skill with the argument '3' to process the learnings from the third phase.

Frequently Asked Questions about gsd-extract-learnings

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I extract learnings from project phase artifacts automatically?

To extract learnings from project phase artifacts, you can use this Skill to parse documents like PLAN.md, SUMMARY.md, VERIFICATION.md, UAT.md, and STATE.md, compiling decisions, patterns, and lessons into a LEARNINGS.md file.

What's the best way to compile lessons learned after a project phase?

The best way to compile lessons learned after a project phase is to automate the extraction of decisions and surprises from artifact files, generating a structured LEARNINGS.md file for documentation and review.

Can I generate a structured knowledge summary from PLAN.md and SUMMARY.md files?

Yes, you can generate a structured knowledge summary from PLAN.md and SUMMARY.md files by processing them to extract structured decisions, lessons, and patterns into a readable format.

How do I run post-phase analysis on specific project phases?

To run post-phase analysis on specific project phases, execute the skill with the phase number as an argument, such as '3', to process artifacts and extract learnings from the third phase.

What types of insights are captured during project phase knowledge compilation?

During project phase knowledge compilation, the skill captures structured decisions, lessons learned, patterns, and surprises from phase artifacts to ensure valuable insights are accessible.

Do I need any dependencies to extract insights from phase documentation?

No dependencies are required to extract insights from phase documentation, as the Skill operates independently using its internal scripts to process your project artifacts.