learn

Indexes and searches project learnings from learnings.jsonl and plan logs.

Updated Apr 1, 2026
One-click install
npx skills add https://github.com/viraatdas/vstack --skill learn-viraatdas
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: learn
Source: https://github.com/viraatdas/vstack/tree/main/learn
Command: npx skills add https://github.com/viraatdas/vstack --skill learn-viraatdas

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Captures, organizes, and surfaces project learnings so patterns, decisions, and mistakes are not forgotten across sessions.

Core Features & Use Cases

  • Record and categorize learnings from reviews, planning, and execution.
  • Search and prune stale or conflicting insights to keep knowledge fresh.
  • Export learnings for documentation, handovers, or retro reports.
  • Proactive discovery suggests patterns and improvements from past work to guide current decisions.

Quick Start

Ask for /learn to see recent learnings, or run /learn search <query> to find relevant items.

Frequently Asked Questions about learn

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

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

You capture project learnings across sessions by parsing entries from learnings.jsonl and related plan logs. The system indexes these records to ensure decisions and mistakes are not forgotten between work sessions.

What is the best way to search past project knowledge for documentation?

The best way to search past project knowledge for documentation is to query an indexed collection of learnings. You can run targeted searches to find relevant items and surface patterns from past work to guide current decisions.

How do I prune stale or conflicting knowledge management entries?

You prune stale knowledge management entries by reviewing indexed logs to identify and remove outdated or conflicting insights. This keeps your knowledge base fresh and ensures only relevant patterns guide current decisions.

Can I export knowledge management logs for handovers or retro reports?

Yes, you can export knowledge management logs for documentation and handovers. This allows you to package captured learnings into retro reports or transfer knowledge directly to other team members.

Does this knowledge management approach work without external dependencies?

This knowledge management approach works without external dependencies, relying on local files like learnings.jsonl. It parses project logs directly to index insights and support auditing without requiring additional packages.