Os Improvement Loop

Quality score: 70/100 · Category: General · Sub-category: ai-tooling

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).

What this skill does

Os Improvement Loop is a production-ready Claude Code skill (quality score 70/100) 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 skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It is part of the open ClaudSkills registry, a community-curated catalog of 15,000+ capabilities you can install for Claude Code — the Claude CLI agent.

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.

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.

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Part of ClaudSkills — the open registry for Claude Code skills. · What's New · Install guide · About · llms.txt

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