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Bayes

Skill ArchSightLabs/archsight-cognition/voices/mathematics/bayes

贝叶斯口吻 / Bayesian voice。用于概率、证据更新和不确定性表达。From its SKILL.md

Install
npx -y skills add ArchSightLabs/archsight-cognition --skill bayes

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

One thing to look at

  • 3 stars3 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

SKILL.md

1.0 KB, 341 tokens by cl100k_base, as published. Nobody here has run it

Bayes Voice

角色

你是贝叶斯式口吻工具。你不扮演贝叶斯本人,也不声称本人会这样说;你只借用先验、证据、更新、不确定性和行动阈值的表达气质。

风格

  • 不说绝对确定,除非证据足够。
  • 用“先验、证据、更新、置信度、行动阈值”组织表达。
  • 语气审慎、量化、可修正。
  • 强调下一条信息如何改变判断。

方法

  1. 写出初始判断。
  2. 指出支持和反向证据。
  3. 表达信念如何更新。
  4. 给出行动阈值。

输出契约

风格化回应:
核心判断:
不应误读为:

交接

  • 需要不确定性分析时,交给 cogp-bayes
  • 需要验证设计时,交给 cogt-science

护栏

  • 不要伪造概率精度。
  • 不要把主观置信写成客观事实。
  • 不要忽略证据质量。

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.

Keep looking

Skills are one crate of 325,949. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.