Self-Improving Agent

Self-Improving Agent is an AI Engineering skill for Claude Code, published by jdrhyne in agent-skills.

241 stars29 forkson jdrhyne/agent-skillsAdded 2026/09/02Repository updated 2026/08/30

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Install in seconds

Install Self-Improving Agent

Copy Self-Improving Agent into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/jdrhyne/agent-skills/tree/main/clawdbot/self-improving-agent ~/.claude/skills/self-improving-agent

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/jdrhyne/agent-skills.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: clawdbot/self-improving-agent/SKILL.md in jdrhyne/agent-skills
Installs to: ~/.claude/skills/self-improving-agent
Collection: One of 25 skills cataloged from this repository
Category: AI Engineering — 2631 skills

What Self-Improving Agent does

Self-Improving Agent captures durable learnings, errors, and feature requests in a local knowledge base. Use it before major tasks or after failures and corrections so the same issue is less likely to repeat.

Self-Improving Agent is cataloged under AI Engineering on DirSkills. Self-Improving Agent comes from a repository tagged agent-skills, agentic-ai, ai-agents, automation and claude-code.

Documentation

README

Excerpt

Self-Improvement Skill

Capture non-obvious lessons, failures, and feature requests in a small local knowledge base so the same mistakes are less likely to repeat.

When to Use

A command, tool, or integration fails in a way worth remembering
The user corrects an assumption or teaches a project-specific convention
You discover a better repeatable workflow
The user asks for a missing capability that should be tracked
You are starting work in an area with known prior learnings

Storage

Keep entries in a local .learnings/ directory:

.learnings/LEARNINGS.md
.learnings/ERRORS.md
.learnings/FEATURE_REQUESTS.md

Create the directory on first use if it does not exist.

Record Types

Learning

Use for corrections, conventions, and better practices.

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Self-Improving Agent

What else does jdrhyne publish alongside Self-Improving Agent?
Self-Improving Agent is one of 25 skills that DirSkills catalogs from jdrhyne/agent-skills, the repository it ships in. Its siblings there include Auto Updater, Autoresearch Loop and Codex. Each one is a separate skill with its own page in this directory, installs the same way Self-Improving Agent does, and is maintained by jdrhyne in that same repository. The rest of the collection is listed on the jdrhyne/agent-skills page.
How does Self-Improving Agent compare to other AI Engineering skills?
Self-Improving Agent ranks #2390 by stars among the 2631 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Self-Improving Agent against them. Open each page to compare what they document and how they install.