Claude Code Skills·Claude Skills·The open SKILL.md registry for Claude
ClaudSkills / General / ai-tooling

Agent Self Improvement

Category: General  ·  Sub-category: ai-tooling  ·  Last updated:
ai:agent
Workflow for agent self-improvement via isolated execution, evaluation, and process refinement. Use when evaluating historical bugs or self-correcting skills. Do not use for new feature development.

From the source SKILL.md

Use this skill to orchestrate self-improvement sessions for agents. The workflow involves running debugging or implementation tasks in isolation, evaluating the results against known good solutions, and identifying improvements in the various layers of the system.

What this skill does

Agent Self Improvement is a community-contributed Claude Code skill in the ai-tooling sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/agent-self-improvement/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when evaluating historical bugs or self-correcting skills. Do not use for new feature development.

Who uses this skill

The Agent Self Improvement Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 88,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/agent-self-improvement
curl -L https://claudskills.com/skills/agent-self-improvement/SKILL.md \
  -o ~/.claude/skills/agent-self-improvement/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/agent-self-improvement/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/agent-self-improvement/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\agent-self-improvement\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Agent Self Improvement Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/agent-self-improvement/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Agent Self Improvement skill do?
Workflow for agent self-improvement via isolated execution, evaluation, and process refinement. Use when evaluating historical bugs or self-correcting skills. Do not use for new feature development.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Agent Self Improvement skill?
Use Agent Self Improvement when your Claude Code task falls under the General category — specifically in the ai tooling area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Agent Self Improvement" or describe the task and let Claude pick). Browse related skills at /category/general/.
What is a Claude Code skill and how does the Agent Self Improvement skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Agent Self Improvement is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
v8. (2026). Agent Self Improvement [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/agent-self-improvement/
BibTeX
@misc{agent-self-improvement-2026,
  author    = {v8},
  title     = {Agent Self Improvement [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/agent-self-improvement/}
}

Embed this skill

Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →

Badge
[![ClaudSkills](https://claudskills.com/badge/agent-self-improvement.svg)](https://claudskills.com/skills/agent-self-improvement/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)
<script>
<script src="https://claudskills.com/embed/agent-self-improvement.js" async></script>
<iframe>
<iframe src="https://claudskills.com/embed/agent-self-improvement.html" width="100%" height="160" frameborder="0" loading="lazy" title="ClaudSkills: Agent Self Improvement"></iframe>

Free. No spam. Unsubscribe in one click.

More General skills

Browse all General skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all General skills → Top 100 skills
Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

Part of Acreator Store — Adam Lankamer's AI tools: PerfectStudio · Ucaption · UTagger · AutoXPoster · TestYourSkills · AutomationFlows · Au Naturel

Categories

Use cases

Popular tags

Learn

Site