domains / families / research / meta-optimize

meta-optimize

authentic

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.

When to use

• Analyze ARIS usage logs
• Propose optimizations to SKILL.md files
• Optimize reviewer prompts
• Optimize workflow defaults
• Outer-loop harness optimization
• Analyze accumulated experience

When not to use

• Landing or applying patches
• Editing SKILL.md or corpus files directly
• Optimizing research artifacts
• Modifying MCP bridge config

Skill page

Source