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self-improvement

Log learnings, errors, and corrections to .learnings markdown files.

Updated Apr 4, 2026
Search Tags:#learning#error#memory#log#openclaw#correction
One-click install
npx skills add https://github.com/SimonOneNineEight/openclaw --skill self-improvement-simononenineeight
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: self-improvement
Source: https://github.com/SimonOneNineEight/openclaw/tree/main/workspace/skills/self-improving-agent
Command: npx skills add https://github.com/SimonOneNineEight/openclaw --skill self-improvement-simononenineeight

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

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User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task.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.

Core Features & Use Cases

  • Log learnings to .learnings/LEARNINGS.md
  • Log errors to .learnings/ERRORS.md
  • Log feature requests to .learnings/FEATURE_REQUESTS.md
  • Promote broadly applicable learnings to CLAUDE.md, AGENTS.md, or .github/copilot-instructions.md
  • Integrates with OpenClaw workspace for memory and agent workflows

Quick Start

Log to .learnings/ after a failure, correction, or new capability request.

Frequently Asked Questions about self-improvement

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

FAQPage Schema
How do I log errors and corrections during OpenClaw sessions?▼

You can log errors and corrections by writing entries to .learnings/ERRORS.md or .learnings/LEARNINGS.md using structured frontmatter and markdown templates to enable continuous improvement.

What is the best way to capture learnings from command failures and outdated knowledge?▼

The best way to capture learnings from command failures and outdated knowledge is to log them into structured markdown templates with frontmatter, storing entries in a dedicated .learnings folder.

How do I promote recurring patterns to CLAUDE.md or AGENTS.md?▼

You promote recurring patterns to CLAUDE.md or AGENTS.md by elevating broadly applicable learnings from the local .learnings folder into these central instruction files.

Can I log feature requests and user corrections in the .learnings folder?▼

Yes, you can log feature requests and user corrections by adding entries to .learnings/FEATURE_REQUESTS.md and .learnings/LEARNINGS.md using structured frontmatter and markdown templates.

When should I review learnings before major tasks in OpenClaw?▼

You should review learnings before major tasks in OpenClaw to prevent repeating past errors, applying logged corrections and recurring patterns stored in the .learnings folder.

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