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Self Improvement

pskoett/self-improving-agent

Logs errors, corrections, and insights to markdown files so you can actually learn from mistakes instead of repeating them. Creates `.learnings/ERRORS.md`, `LEARNINGS.md`, and `FEATURE_REQUESTS.md` files that capture command failures, user corrections, knowledge gaps, and better approaches as they happen. Works well with OpenClaw's workspace system where learnings get promoted to `AGENTS.md` or `TOOLS.md` for broader use. The structured logging format includes priority levels, timestamps, and action items, making it easy for coding agents to process fixes later. Honest take: most AI workflows lose context between sessions, but this creates a persistent memory that actually improves over time.

skills.sh installs
9.7K
GitHub stars
789
last updated
Aug 21, 2026
View on GitHub

Install

$ npx -y skills add pskoett/self-improving-agent --skill self-improvement --agent claude-code

Installs into .claude/skills of the current project.

Files

Logs errors, corrections, and insights to markdown files so you can actually learn from mistakes instead of repeating them. Creates `.learnings/ERRORS.md`, `LEARNINGS.md`, and `FEATURE_REQUESTS.md` files that capture command failures, user corrections, knowledge gaps, and better approaches as they happen. Works well with OpenClaw's workspace system where learnings get promoted to `AGENTS.md` or `TOOLS.md` for broader use. The structured logging format includes priority levels, timestamps, and action items, making it easy for coding agents to process fixes later. Honest take: most AI workflows lose context between sessions, but this creates a persistent memory that actually improves over time.

Browse the repository on GitHub

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Details

Repository
github.com/pskoett/self-improving-agent
Categories
Backend & APIs, Git & Pull Requests, Code Review & Quality, AI & Agent Building

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