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Development and engineeringFour principles of precision programmingPW
AuthorCommunity author
Development and engineering Skill

Four principles of precision programming

Programming principles skills originate from Andrej Karpathy's four common and core principles of LLM programming. Used when writing, reviewing, or refactoring code.

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What this skill does

Programming principles skills originate from Andrej Karpathy's four common and core principles of LLM programming. Used when writing, reviewing, or refactoring code.

  • Clarifies goals, inputs, and success criteria
  • Preserves evidence and marks uncertain boundaries
  • Produces structured, editable results
Installationnpx clawhub@latest install nmww/precise-coding-principlesView source