Analyze ARIS usage logs and propose optimizations to SKILL.md files, reviewer prompts, and workflow defaults.
Part of ARIS
by wanshuiyin· AI & agentsUnclaimed · Yours? Claim it
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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.
Skills people install alongside meta-optimize.
Runs on your machine.
Runs on your machine.
Runs on your machine.
Runs on your machine.
npx -y degit wanshuiyin/Auto-claude-code-research-in-sleep/skills/skills-codex/meta-optimize ~/.copilot/skills/meta-optimize
Runs on your machine.
npx -y degit wanshuiyin/Auto-claude-code-research-in-sleep/skills/skills-codex/meta-optimize ~/.cursor/skills/meta-optimize
Runs on your machine.
npx -y degit wanshuiyin/Auto-claude-code-research-in-sleep/skills/skills-codex/meta-optimize ~/.claude/skills/meta-optimize
/plugin marketplace add wanshuiyin/Auto-claude-code-research-in-sleep /plugin install aris@aris
Runs on your machine.
npx -y degit wanshuiyin/Auto-claude-code-research-in-sleep/skills/skills-codex/meta-optimize ~/.agents/skills/meta-optimize
Runs on your machine.
Runs on your machine.
npx -y degit wanshuiyin/Auto-claude-code-research-in-sleep/skills/skills-codex/meta-optimize ~/.gemini/skills/meta-optimize
Runs on your machine.
npx -y degit wanshuiyin/Auto-claude-code-research-in-sleep/skills/skills-codex/meta-optimize .agents/skills/meta-optimize
Runs on your machine.
npx -y degit wanshuiyin/Auto-claude-code-research-in-sleep/skills/skills-codex/meta-optimize ~/.openclaw/skills/meta-optimize
Runs on your machine.
npx -y degit wanshuiyin/Auto-claude-code-research-in-sleep/skills/skills-codex/meta-optimize ~/.config/opencode/skills/meta-optimize
Runs on your machine.
npx -y degit wanshuiyin/Auto-claude-code-research-in-sleep/skills/skills-codex/meta-optimize ~/.hermes/skills/meta-optimize
Scanned and passed · checked 5 h ago
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Scanned on every change, and again when our rules improve.
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Write a reviewSkills people install alongside meta-optimize.
Has your agent write a tight, ready-to-paste prompt for the AI tool you name, from Claude Code and Cursor to Midjourney and Sora.
Turns a task into a copy-ready /goal command for Claude Code or Codex, with a checkable finish line and a stop bound.
The .NET team's skill for picking the right AI or ML stack in .NET 8+ apps, from ML.NET to Microsoft.Extensions.AI and Agent Framework.
Turn a repeated workflow, prompt set or SOP into a tested, packaged agent skill, or audit and improve a skill you already have.
Nobody has shared how they use meta-optimize yet.
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Safe to install in every agent it supports. Runs in your agent, as instructions.