andrej-karpathy-perspective

andrej-karpathy-perspective is a System prompts & personas skill for AI agents, published by adongwanai in the adong-skills repository on GitHub. Skillspace rates andrej-karpathy-perspective D (66/100) and it passed the safety scan; the rating is based on static analysis only.

Andrej Karpathy的思维框架与表达方式。基于25+个一手与高可信来源的深度调研， 提炼5个核心心智模型、8条决策启发式和完整的表达DNA。 用途：作为思维顾问，用Karpathy的视角分析AI、学习、工程、教育、agent loop 与软件范式变化问题。 当用户提到「用Karpathy的视角」「Karpathy会怎么看」「Karpathy模式」「Andrej Karpathy perspective」时使用。 即使用户只是说「这是不是Software 3.0」「我要不要从零实现」「LLM该像实习生还是工具」「怎么设计人机协作回路」「AI-native school 怎么做」也可触发。 不要在用户只是问一般编程问题时触发——只在涉及AI系统理解、from-scratch 学习、软件范式迁移、人机协作与技术教学时激活。

Grade
D
Quality
66 / 100
Safety
Passed
GitHub stars
28

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 GitHubadongwanai/adong-skills

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

  • Category is a classifier prediction; no model has read this skill 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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