session-learning

Extract insights and error patterns from AI transcripts into YAML files.

1|Updated Nov 11, 2025
One-click install
npx skills add https://github.com/rysweet/RustyClawd --skill session-learning
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: session-learning
Source: https://github.com/rysweet/RustyClawd/tree/main/.claude/skills/session-learning
Command: npx skills add https://github.com/rysweet/RustyClawd --skill session-learning

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill helps you retain valuable knowledge gained from past AI conversations, preventing you from repeating mistakes and accelerating problem-solving by leveraging prior insights.

Core Features & Use Cases

  • Automatic Learning Extraction: Captures key insights, error solutions, and workflow tips from session transcripts.
  • Intelligent Context Injection: Injects relevant past learnings into new sessions based on your prompt.
  • Manual Management: Allows viewing, searching, and adding learnings via commands.
  • Use Case: After debugging a complex issue, the skill saves the solution. Later, when you encounter a similar problem, it automatically provides the previously found solution, saving you significant time.

Quick Start

Use the session-learning skill to show all learnings related to errors.

Frequently Asked Questions about session-learning

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

FAQPage Schema
How do I extract reusable knowledge from AI conversation transcripts?

To extract reusable knowledge from AI conversation transcripts, this skill automates the capture of insights, error patterns, and workflow improvements into structured YAML files for future reference.

How does context injection work for retrieving past session learnings?

Context injection matches keywords from your current prompt against stored YAML files, automatically retrieving and injecting relevant past learnings into your new session to accelerate problem-solving.

Can I manually search and view saved error solutions from previous sessions?

Yes, you can manually search and view saved error solutions from previous sessions by using specific commands to manage, retrieve, and add learnings stored in your structured YAML knowledge base.

What is the best way to prevent repeating debugging mistakes across AI sessions?

The best way to prevent repeating debugging mistakes across AI sessions is cross-session learning, which automatically captures error solutions and intelligently provides them when you encounter similar problems later.

Do I need any external dependencies to manage structured YAML files for session recall?

No external dependencies are required to manage structured YAML files for session recall, as the skill operates independently using internal scripts to capture, store, and retrieve your workflow learnings.

Why should I not manually copy error handling patterns between AI chats?

Manually copying error handling patterns between chats is inefficient because automated cross-session learning extracts insights directly from transcripts and intelligently injects them into new sessions based on keyword matching.