world-model-method

world-model-method is a Structured reasoning & decision frameworks skill for AI agents, published by Renhuai123 in the world-model-method repository on GitHub. Skillspace rates world-model-method D (60/100) and it passed the safety scan; the rating is based on static analysis only.

A general-purpose working mode that makes the assistant produce output the "world-model way" — define an explicit goal and cost, build an abstract model of the situation, predict the consequences of several candidate approaches, search/optimize for the best full plan, and only then render the concrete output — instead of generating it token-by-token off the top. This operationalizes Yann LeCun's objective-driven / world-model / planning ideas (JEPA, "A Path Towards Autonomous Machine Intelligence") as a reusable prompt-level method for ANY non-trivial task: important writing, decisions, strategy, problem-solving, system design, planning. Trigger when the user says "用世界模型工作法 / 按 LeCun 那套来做 / 别顺嘴生成，给我规划出来的 / 想清楚再答 / objective-driven / plan it, don't just write it", or when a task is complex enough that deliberation and comparing alternatives clearly beats a first-draft answer.

Grade
D
Quality
60 / 100
Safety
Passed
GitHub stars
44

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 GitHubRenhuai123/world-model-method

Our review

Architecture
82 / 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

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