self-improvement-loops
This skill should be used when the harness, scaffold, workflow, or optimizer itself is the optimization target: recursive self-improvement (RSI) loops, meta-harnesses, self-improving harnesses that mine their own failures and propose bounded edits, evolutionary or population-based search over agent…
Install / Use
npx skills add muratcankoylan/Agent-Skills-for-Context-Engineering --skill self-improvement-loopsInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
AutomationSupported Platforms
Tags
Our assessment of self-improvement-loops
self-improvement-loops scores 89/100 on our quality scale, 574th of 1,267 Automation skills we index (top 46%).
We have not analysed the SKILL.md file itself yet, so the content part of this score is an estimate until our crawler reaches it.
With 18,026 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 15 days ago, so self-improvement-loops is actively maintained.
- It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
self-improvement-loops compared with similar skills
All 4 of these similar skills score higher than self-improvement-loops; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| self-improvement-loops (this skill)by muratcankoylan | 89 | 18.0k | 15d ago | SKILL.md |
| Agent-Reachby Panniantong | 100 | 85.4k | 10d ago | CLAUDE.md |
| rufloby ruvnet | 100 | 73.3k | 1d ago | CLAUDE.md |
| Scraplingby D4Vinci | 100 | 83.7k | today | MCP Server |
| algorithmic-artby anthropics | 100 | 177.9k | 3d ago | SKILL.md |
Frequently asked questions
- How do I install self-improvement-loops?
- Run
npx skills add muratcankoylan/Agent-Skills-for-Context-Engineering --skill self-improvement-loops. The install tabs above show the steps for each supported agent. - Which AI agents does self-improvement-loops work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is self-improvement-loops safe to use?
- It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is self-improvement-loops still maintained?
- The repository was last updated 15 days ago, so self-improvement-loops is actively maintained.
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Languages
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.