Os Improvement Loop

Q: What is a Claude Code skill and how does the Os Improvement Loop 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. Os Improvement Loop is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: General · Sub-category: ai-tooling · Last updated: 2026-05-21

ai:agent

Pattern 5: Concurrent Event-Driven Multi-Agent Loop. Coordinates multiple Claude sessions as OS threads sharing a common event bus and memory address space. Every loop cycle is a full improvement cycle: execute, eval against benchmark (KEEP/DISCARD), emit friction events during work, close with post_run_metrics, agent self-assessment survey saved to retrospectives, memory persistence, and Triple-Loop Retrospective trigger if friction threshold crossed. Four coordination topologies: turn-signal, fan-out, request-reply, triple-loop (Pattern D).

Security AStatic scan found no risk patternsHow grading works ›

About this skill (catalog notes)

Os Improvement Loop includes pricing or quota commentary; 25 code blocks for direct copy-paste. At roughly 5,355 words the SKILL.md is on the longer end of the catalog distribution.

Original author: richfrem
Indexed lastmod: 2026-05-21
Catalog position: General · ai-tooling
Indexed related skills: 10

How Os Improvement Loop fits the catalog

Os Improvement Loop sits in the General category under the ai-tooling sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.

These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.

From the source SKILL.md

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What this skill does

Os Improvement Loop 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/os-improvement-loop/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Os Improvement Loop 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 146,000+ 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/os-improvement-loop
curl -L https://claudskills.com/skills/os-improvement-loop/SKILL.md \
  -o ~/.claude/skills/os-improvement-loop/SKILL.md

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

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

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

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 Os Improvement Loop Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/os-improvement-loop/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Os Improvement Loop skill do?

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 Os Improvement Loop skill?

Use Os Improvement Loop 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 Os Improvement Loop" or describe the task and let Claude pick). Browse related skills at /category/general/.

What is a Claude Code skill and how does the Os Improvement Loop 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. Os Improvement Loop 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

Source: https://github.com/richfrem/agent-plugins-skills
Author: richfrem

Cite this skill

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

APA

richfrem. (2026). Os Improvement Loop [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/os-improvement-loop/

BibTeX

@misc{os-improvement-loop-2026,
  author    = {richfrem},
  title     = {Os Improvement Loop [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/os-improvement-loop/}
}

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/os-improvement-loop.svg)](https://claudskills.com/skills/os-improvement-loop/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)

Security scan

Grade A · scanned 2026-07-06 — free static scan against the OWASP Agentic Skills Top 10.

The scan flagged 1 of 10 categories (filesystem), including lower-severity patterns. Patterns shown inside code fences are weighted as examples rather than instructions — read the grading methodology for what this does and does not guarantee.

✓ Prompt injection
✓ Data exfiltration
✓ Supply chain
✓ Reverse shell
✓ Credentials
✓ Execution
⚠ Filesystem
✓ Persistence
✓ Obfuscation
✓ Network

Show this grade on your repo (click to copy):

[![Security: A](https://img.shields.io/badge/Security-A-2e7d32)](https://claudskills.com/skills/os-improvement-loop/#security)

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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

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