Back to Directory
automation
Self Improvement
Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.
Installation
Run this in your terminal or add to your configuration:
# Clone into your skills directory
git clone ...About this Skill
Version 1.0.0 – Initial Release
- Introduces a structured framework for capturing learnings, errors, and feature requests to drive continuous self-improvement.
- Provides detailed markdown templates and logging procedures for `.learnings/LEARNINGS.md`, `.learnings/ERRORS.md`, and `.learnings/FEATURE_REQUESTS.md`.
- Defines when and how to record corrections, failures, knowledge gaps, and user requests.
- Outlines processes for promoting important learnings to key project documentation like `CLAUDE.md` and `AGENTS.md`.
- Offers guidance on resolving, linking, and prioritizing recurring issues.
- Includes periodic review checklists and command-line tips to maintain project knowledge and improvement momentum.