ai-pm-method-prediction-machines

ai-pm-method-prediction-machines is a Product strategy & roadmaps skill for AI agents, published by SpaceZephyr in the career.skill repository on GitHub. Skillspace rates ai-pm-method-prediction-machines D (62/100) and it passed the safety scan; the rating is based on static analysis only.

《Prediction Machines: The Simple Economics of Artificial Intelligence》(Agrawal / Gans / Goldfarb, HBR Press 2022 更新版) 方法论。把"AI = Cheap Prediction"经济学视角转化为 AI PM 的战略级判断框架， 用于：功能要不要 AI 化、AI 需求立项 canvas、AI 商业化与护城河判断、人机分工设计。 每条规则标注原书章节。触发词：「Prediction Machines」「AI Canvas」「Prediction / Judgment / Action」 「cheap prediction」「AI 战略」「AI 商业化」「人机分工」「反向因果」。

Grade
D
Quality
62 / 100
Safety
Passed
GitHub stars
122

Unproven: rated by static analysis only, not yet compared head-to-head.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

View source on GitHubSpaceZephyr/career.skill

Our review

Architecture
84 / 100
Maturity
Structured: ships references or scripts
Security scan
Low-risk patterns
License
Not declared. Check the repository before reusing it.
Adoption
Adopted by 0 other repositories, in 0 collections

What the scanner flagged

  • mentions secrets in text

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

Better-rated skills in Product strategy & roadmaps

Skillspace indexes and rates this skill; it does not host or endorse it. Run third-party skills at your own risk.