huo15-karpathy-guidelines将 Andrej Karpathy 的 LLM 编程四大行为规范打包为 OpenClaw Skill
Install via ClawdBot CLI:
clawdbot install zhaobod1/huo15-karpathy-guidelinesGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/forrestchang/andrej-karpathy-skillsAudited Apr 22, 2026 · audit v1.0
Generated Aug 11, 2026
During API integration, the agent encounters unclear parameter semantics and makes assumptions. The skill guides the agent to ask clarifying questions, present options, and avoid guessing, ensuring correct integration and reducing rework.
A developer asks for a small feature addition to a legacy codebase. The skill ensures the agent makes surgical changes only, avoiding unnecessary refactoring or comment removal, and follows existing code style to minimize risk.
Integrate the skill into an AI coding assistant that charges a monthly subscription. The assistant uses the guidelines to produce higher-quality code, justifying the fee.
Offer the skill as part of a developer productivity suite sold to software teams. The tool reduces code review time and bugs, increasing overall development efficiency.
Provide the skill as part of a consulting service that trains development teams on AI-assisted coding best practices. The guidelines form a training module for teams adopting LLM tools.
💬 Integration Tip
Integrate as a system prompt or skill trigger in AI coding assistants to automatically apply the guidelines during code generation and review.
Scored Aug 11, 2026
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