Self Optimize

Quality score: 70/100 · Category: General · Sub-category: general-misc

Self-optimization loop that analyzes system performance, identifies failure patterns, and improves skill prompts autonomously. Triggers on "자기 최적화", "self-optimize", "시스템 개선", "성능 분석", "optimize yourself", "improve yourself", "evolve", "자가 개선", "스스로 개선해" and similar requests. Also runs weekly via cron. Reads error/success logs from memory, identifies weak skills, rewrites prompts, commits changes, and tracks improvement over time. Includes automatic rollback if metrics worsen.

What this skill does

Self Optimize is a production-ready Claude Code skill (quality score 70/100) in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/self-optimize/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Self Optimize 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-optimize
curl -L https://claudskills.com/skills/self-optimize/SKILL.md \
  -o ~/.claude/skills/self-optimize/SKILL.md

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

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

Part of Acreator Store — Adam Lankamer's AI tools: GifPerfect · AspectPerfect · SlomoPerfect · Ucaption · UTagger · AutoXPoster · TestYourSkills