Iterative Autoresearch | Agent Skills Atlas

About this skill

自动迭代优化框架:改一个东西 → 打分 → 好的留 → 差的扔 → 再改下一个。不限于 ML — 任何能打分的东西都能自动优化(代码、内容、配置、prompt、skill、定价策略)。触发条件:用户说"帮我优化"、"自动迭代"、"跑实验"、"对比方案"、"调优"、 "自动改进"、"autoresearch"、"不断尝试"、"打分迭代"

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Review, license & listing details

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This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.

Automated security scan: Partial

Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.

0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: 16cc0583c31d1061d62e81981522d116818c2c89de3e3dcd3056d2de30297a6d

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Original listing metadata

Original name

iterative-autoresearch

Original description

自动迭代优化框架：改一个东西 → 打分 → 好的留 → 差的扔 → 再改下一个。不限于 ML — 任何能打分的东西都能自动优化（代码、内容、配置、prompt、skill、定价策略）。触发条件：用户说"帮我优化"、"自动迭代"、"跑实验"、"对比方案"、"调优"、 "自动改进"、"autoresearch"、"不断尝试"、"打分迭代" — from MARUCIE/openclaw-foundry

About this listing

Category: Science & research
Reported license: MIT
Listing language (estimated): Chinese
Review status: Not individually reviewed
Agent compatibility: Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.