ClaudSkills / General / ai-tooling

Self Improving Loop

Quality score: 80/100  ·  Category: General  ·  Sub-category: ai-tooling
ai:agent
Langfuse production trace를 관찰하고 품질 regression·비용 이상·실패 패턴을 자동 분석한 뒤 prompt·skill 수정안을 PR draft 형태로 제안한다. Observe → Analyze → Propose → PR 4단계 루프를 실행하며 self-improving-agent-loop ADR의 자동화 경계(Rollout/Score/Filter까지만 자동, Train/Deploy는 사람 승인)를 강제한다.

What this skill does

Self Improving Loop is a well-rated Claude Code skill (quality score 80/100) in the ai-tooling sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/self-improving-loop/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Self Improving 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/self-improving-loop
curl -L https://claudskills.com/skills/self-improving-loop/SKILL.md \
  -o ~/.claude/skills/self-improving-loop/SKILL.md

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

Skills live at ~/.claude/skills/self-improving-loop/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\self-improving-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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