home/categories/llm-ai/charon-fan-agent-playbook-skills-self-improving-agent-skill-md
llm-aidata-ai

self-improving-agent

A universal self-improving agent that learns from ALL skill experiences. Uses multi-memory architecture (semantic + episodic + working) to continuously evolve the codebase. Auto-triggers on skill completion/error with hooks-based self-correction.

Charon-Fan
maintainer
Charon-Fan
Updated 1/13/2026
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quick start

Installation and usage

A universal self-improving agent that learns from ALL skill experiences. Uses multi-memory architecture (semantic + episodic + working) to continuously evolve the codebase. Auto-triggers on skill completion/error with hooks-based self-correction.

Installation
$ install --globalskills.sh
Usage

Once installed, you can use this skill by running the following command in your terminal:

skills use self-improving-agent