Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
在为《模式识别与人工智能》(Pattern Recognition and Artificial Intelligence, PR&AI) 设计与呈现模式识别/机器学习实验证据时调用。覆盖研究问题(RQ)拆解、公平基线与相同划分/算力、评测指标选择(准确率/F1/mAP/IoU/AUC 等)、多次运行的均值±标准差与统计显著性检验、消融实验、复杂度与开销报告、数据泄漏与评测污染的防范,以及把每条主张绑定到证据的呈现方式。用于把 AI 细分方向的实证部分做到经得起外审对"基线是否公平、结果是否可信、消融是否充分"的质询。
Quick start
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- Send it to your agent. Paste it into your coding agent’s chat and send.
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Review, license & listing details
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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: 9ce17b7d61d37ef5c3d2ba147a3801faf3c32e623404e320d62de298df8b7115
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.