self-improving agent
Turn errors and corrections into reusable lessons for your agent.

Overview
An OpenClaw workflow for recording agent errors, corrections and reusable lessons in workspace Markdown files. Relevant guidance can be brought into later tasks and durable lessons promoted into memory.
Memory · Learning · OpenClaw
Install for free from the official publisher
Original source & installation instructions
The researched version is described as OpenClaw-only. Cross-agent portability has not been verified.