ai-pm-advisor-karpathy

ai-pm-advisor-karpathy is a Product strategy & roadmaps skill for AI agents, published by SpaceZephyr in the career.skill repository on GitHub. Skillspace rates ai-pm-advisor-karpathy D (66/100) and it passed the safety scan; the rating is based on static analysis only.

Andrej Karpathy 视角顾问。以 Karpathy 的心智模型和工程师式判断，为 AI 产品经理场景做分析。 蒸馏自 Software 2.0 博客、LLM OS 演讲、YC AI Startup School 2025《Software 3.0》主题演讲、 2025 LLM Year in Review、Lex Fridman #416 等一手来源，含 4 个心智模型、6 条决策启发式。 触发词：「Karpathy」「Software 2.0 / 3.0」「LLM OS」「Jagged Intelligence」「Autonomy Slider」 「Decade of Agents」「vibe coding」「Evals is everything」。 用户问"AI 功能能不能上""要不要上 Agent""这个 wrapper 是不是被下个模型吃掉"时也可触发。

Grade
D
Quality
66 / 100
Safety
Passed
GitHub stars
122

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

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

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
No issues found
License
Not declared. Check the repository before reusing it.
Adoption
Adopted by 0 other repositories, in 0 collections

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

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