Meta Optimize

Quality score: 80/100 · Category: General · Sub-category: general-misc

type:review

Analyze ARIS usage logs and propose optimizations to SKILL.md files, reviewer prompts, and workflow defaults. Outer-loop harness optimization inspired by Meta-Harness (Lee et al., 2026). Use when user says \"优化技能\", \"meta optimize\", \"improve skills\", \"分析使用记录\", or wants to optimize ARIS's own harness components based on accumulated experience.

What this skill does

Meta Optimize is a well-rated Claude Code skill (quality score 80/100) in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/meta-optimize/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when user says \"优化技能\", \"meta optimize\", \"improve skills\", \"分析使用记录\", or wants to optimize ARIS's own harness components based on accumulated experience.

Who uses this skill

The Meta 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/meta-optimize
curl -L https://claudskills.com/skills/meta-optimize/SKILL.md \
  -o ~/.claude/skills/meta-optimize/SKILL.md

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

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

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