learn

Aggregate team learnings into a searchable append-only log with export.

5|1|Updated Feb 12, 2026

Search Tags:#search #knowledge-management #export #learn #prune #learning-log #team-capture

Ready to run

npx skills add https://github.com/drt0927/tw-overlay --skill learn-drt0927

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: learn
Source: https://github.com/drt0927/tw-overlay/tree/main/.gemini/skills/gstack-learn
Command: npx skills add https://github.com/drt0927/tw-overlay --skill learn-drt0927

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Learnings Manager helps teams capture, organize, and reuse knowledge from project sessions so that past insights are not forgotten and can be retrieved quickly.

Core Features & Use Cases

Centralized learnings: collect patterns, pitfalls, and insights across sessions in a single place.
Search and prune: quickly find relevant learnings and remove stale entries to keep the knowledge base fresh.
Exportable summaries: generate markdown or JSONL exports to document project learnings in CLAUDE.md or project docs.

Quick Start

Summarize the most recent learnings across sessions and export them to a JSONL file.

Frequently Asked Questions about learn

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

FAQPage Schema

How do I capture and manage team learnings across sessions to prevent knowledge loss?▼

To prevent knowledge loss, you can capture team learnings across sessions using an append-only log that centralizes patterns, pitfalls, and insights in a single searchable repository. This enables quick retrieval of past work insights.

What is the best way to search and prune stale entries in a project knowledge base?▼

The best way to prune stale entries in a project knowledge base is using built-in search and prune capabilities that keep the knowledge base fresh. You can query relevant learnings and remove outdated entries to maintain relevance.

Can I export captured learnings to markdown or JSONL for project documentation?▼

Yes, you can export captured learnings to markdown or JSONL formats. This generates exportable summaries that can be directly integrated into your CLAUDE.md or standard project documentation for persistent records.

How does an append-only learning log work for aggregating session insights?▼

An append-only learning log works by enforcing a write-once mechanism for aggregating session insights, ensuring historical team knowledge is never overwritten. This secures past patterns and pitfalls while allowing new entries to be continuously added.

Do I need any specific dependencies to centralize project learnings and generate summaries?▼

No specific dependencies are required to centralize project learnings and generate summaries. The Skill operates independently to aggregate session insights, enforce the learning log, and output markdown or JSONL export files.