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cheat-learn-from

从对标账号导入 script + 数据 → 拆 pattern + 派生 base rubric 信号 → 写到 benchmark.md / script_patterns.md / rubric_notes.md。**这是工具最早期信号的来源**——cold-start 用户没自己历史时全靠对标，发过历史的用户也建议至少 1 个对标做 sanity check。触发词："学这个账号"/"拆这几个对标视频"/"learn from"/"导入对标账号"/"找对标"。

skills/cheat-learn-from/SKILL.md

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# /cheat-learn-from — 对标账号导入

工具早期最重要的信号源是**对标账号**——你 init 完没数据，rubric 等权 v0 等于占星。但如果你能找一个你想做成那样的账号，导入 5-10 条它的高/中/低样本，工具就有了 anchor。

后期当你自己 calibration_samples ≥ 10 时，benchmark 影响自然减弱——你的真实数据成为主要信号源。但 benchmark.md **不删**，仍是 cheat-seed brainstorm 的 reference frame。

## Overview

```
[用户：学这个账号 / 启动 cheat-learn-from]
  ↓
[Phase 0: 检查 benchmark 状态]
  ↓
[Phase 1: 选 input 方式（Way a 默认）]