learn

Aggregate and persist learnings across sessions in a local JSONL store.

Updated May 6, 2026
One-click install
npx skills add https://github.com/stayconnectquick/gstack --skill learn-stayconnectquick
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: learn
Source: https://github.com/stayconnectquick/gstack/tree/main/learn
Command: npx skills add https://github.com/stayconnectquick/gstack --skill learn-stayconnectquick

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps teams capture, organize, and recall learnings from projects and sessions, reducing repeat work and enabling continuous improvement.

Core Features & Use Cases

  • Review, search, prune, and export learnings across historical sessions to surface patterns and actionable insights.
  • Proactively surface trends and recurring issues to guide future planning.
  • Export learnings to share with teammates or integrate into retrospectives and knowledge bases.

Quick Start

Record a new learning from the latest session and export it to the learnings store.

Frequently Asked Questions about learn

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

FAQPage Schema
How do I capture and persist project learnings across sessions?

Capture project learnings across sessions by aggregating and persisting them into a local JSONL store, enabling quick recall and continuous improvement without repeat work. The Skill relies on a local file at ~/.gstack/projects/${SLUG:-unknown}/learnings.jsonl.

Can I export historical learnings for use in team retrospectives?

Yes, you can export historical learnings to share with teammates or integrate directly into retrospectives and knowledge bases. The export workflow surfaces patterns and actionable insights from your stored session data.

How do I search and prune past session learnings to surface recurring issues?

Search and prune past session learnings using the review workflow to surface recurring issues and trends. This process helps identify patterns across projects, guiding future planning by removing outdated entries and retaining actionable insights.

Does the learnings workflow integrate with the gstack CLI?

Yes, the learnings workflow integrates directly with the gstack CLI. It uses the Learnings workflow to manage the local JSONL store, allowing you to record, review, and export learnings from your command line environment.

What is the best way to avoid repeating work on recurring project issues?

The best way to avoid repeating work is to proactively surface trends and recurring issues from stored learnings. By reviewing historical session data, you can identify patterns that guide future planning and enable continuous team improvement.

Where are project learnings stored locally on my machine?

Project learnings are stored locally in a JSONL file located at ~/.gstack/projects/${SLUG:-unknown}/learnings.jsonl. This persistent store allows the Skill to aggregate session data and enable quick recall across different projects.