gsd-extract_learnings

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

Updated Apr 22, 2026

Search Tags:#verification #retrospective #plan #summary #learnings #knowledge-base #phase-artifacts

Ready to run

npx skills add https://github.com/hadpadrahul/school-erp --skill gsd-extract-learnings

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: gsd-extract_learnings
Source: https://github.com/hadpadrahul/school-erp/tree/main/.codex/skills/gsd-extract_learnings
Command: npx skills add https://github.com/hadpadrahul/school-erp --skill gsd-extract-learnings

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps teams systematically capture decisions, lessons, patterns, and surprises from completed phase artifacts to build a reusable knowledge base and improve future projects.

Core Features & Use Cases

Structured extraction: consolidates learnings from PLAN.md, SUMMARY.md, VERIFICATION.md, UAT.md, STATE.md into a single LEARNINGS.md.
Pattern discovery: identifies recurring decisions and surprises to inform process improvements.
Use Case: after closing a project phase, generate a concise learnings document to guide next iterations and audits.

Quick Start

Ask the AI to extract decisions, lessons, patterns, and surprises from the latest phase artifacts and compile them into LEARNINGS.md.

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 for a retrospective?▼

Extract learnings by reading completed phase artifacts like PLAN.md, SUMMARY.md, VERIFICATION.md, UAT.md, and STATE.md, then aggregating identified decisions, lessons, patterns, and surprises into a structured LEARNINGS.md document.

What is the best way to consolidate project decisions and patterns into a knowledge base?▼

The best way to consolidate project decisions and patterns into a knowledge base is to apply an automated extraction process to phase artifacts, generating a standardized LEARNINGS.md format that captures recurring decisions and surprises.

Can I generate a learnings document from PLAN.md and SUMMARY.md files?▼

Yes, you can generate a structured learnings document by applying an extraction process to PLAN.md and SUMMARY.md files, which identifies learnings categories and aggregates results into LEARNINGS.md.

When do I need to create a LEARNINGS.md file for my project?▼

You need to create a LEARNINGS.md file after closing a completed project phase to systematically capture decisions, lessons, patterns, and surprises from artifacts, building a reusable knowledge base for future iterations.

Does extracting phase learnings require any specific dependencies or components?▼

No, extracting phase learnings requires no external dependencies or components, applying directly to standard phase artifacts like STATE.md and UAT.md to generate the structured LEARNINGS.md document without additional environment setup.