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GitHub - multica-ai/andrej-karpathy-skills
Andrej Karpathy's Skills Repository provides a CLAUDE.md file with four principles to improve Claude Code behavior and address common LLM coding pitfalls. The guidelines emphasize thinking before coding, simplicity, surgical changes, and goal-driven execution with verifiable success criteria.
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Summary
Andrej Karpathy's Skills Repository provides a CLAUDE.md file with four principles to improve Claude Code behavior and address common LLM coding pitfalls. The guidelines emphasize thinking before coding, simplicity, surgical changes, and goal-driven execution with verifiable success criteria.
Tags
llm-coding · claude-guidelines · code-quality · best-practices · andrej-karpathy · prompt-engineering · ai-agents
Key entities
Andrej Karpathy (person, 0.95) · Jiayuan (person, 0.7) · Claude Code (technology, 0.95) · Multica (technology, 0.9) · LLM (technology, 0.95) · Think Before Coding (concept, 0.9) · Simplicity First (concept, 0.9) · Surgical Changes (concept, 0.9) · Goal-Driven Execution (concept, 0.9) · Anthropic (organization, 0.6)
Classification
framework · language en · status final
Provenance
claude-haiku-4-5 via @stacklist/be@0.1.0, confidence 0.85, 12 Aug 2026