[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6CS2HZARNJS3DDNTCGCSAMW":3,"skill-same:01M6CS2HZARNJS3DDNTCGCSAMW":57},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":15,"categories":16,"keywords":17,"publishedAt":30,"linkOnly":31,"markdownContent":32,"markdownBody":33,"frontMatter":34,"refName":35,"commitSha":36,"skillDirectory":37,"forksCount":38,"repositoryHtmlUrl":39,"repositoryHomepageUrl":40,"ownerHtmlUrl":41,"ownerBlogUrl":6,"ownerDescription":6,"updatedAt":42,"install":43,"resources":56},"01M6CS2HZARNJS3DDNTCGCSAMW","karpathy-guidelines",null,"Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, debugging, testing, or refactoring code to avoid overcomplication, make surgical changes, surface assumptions, and define verifiable success criteria.","meghal86\u002Fpromptsonar","meghal86","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F37388715?v=4","01M6CS2EW8SK89GH52R2ZEN8QQ","01M6CS2F0BSEQ1WD2TXG0JQS6X",7,"MIT","https:\u002F\u002Fgithub.com\u002Fmeghal86\u002Fpromptsonar\u002Fblob\u002Fmain\u002F.agents\u002Fskills\u002Fkarpathy-guidelines\u002FSKILL.md",[],[18,19,20,21,22,23,24,25,26,27,28,29],"guidelines","karpathy guidelines","karpathy","testing","writing","debugging","code","refactoring","coding","common","use","behavioral","2026-11-10 10:12:30",false,"---\nname: karpathy-guidelines\ndescription: Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, debugging, testing, or refactoring code to avoid overcomplication, make surgical changes, surface assumptions, and define verifiable success criteria.\nlicense: MIT\n---\n\n# Karpathy Guidelines\n\nThese guidelines favor correctness, clarity and controlled scope over speed.\n\n## Think Before Coding\n\n- Read relevant code and tests before editing.\n- Identify the root cause.\n- State material assumptions.\n- Compare materially different approaches.\n- Choose the smallest safe implementation.\n- Ask only when ambiguity could materially affect architecture, security, data, contracts or externally visible behavior.\n- For minor ambiguity, state the safest reversible assumption and continue.\n\n## Simplicity First\n\n- Implement only what was requested.\n- Avoid speculative features.\n- Avoid premature abstractions.\n- Avoid unnecessary configuration.\n- Prefer clear code over compressed code.\n- Match existing repository patterns.\n- Add defensive handling at real external and untrusted boundaries.\n\n## Surgical Changes\n\n- Touch only files necessary for the task.\n- Do not refactor adjacent code without necessity.\n- Do not reformat unrelated files.\n- Remove only code made unused by the current change.\n- Every changed line must trace to the requested result or its verification.\n\n## Goal-Driven Execution\n\n- Define observable success criteria before implementation.\n- For bugs, reproduce the issue first.\n- Add regression tests for behavior changes.\n- Run targeted checks, then broader relevant checks.\n- Inspect the final diff.\n- Continue until the success criteria are verified or a real blocker is found.\n\n## Evidence-Based Completion\n\n- Never claim a command passed unless it was executed.\n- Never claim behavior is correct from compilation alone.\n- Never infer backend correctness from UI appearance.\n- Never hide failed checks.\n- Distinguish verified facts from assumptions.\n- Report exact commands, results and remaining limitations.\n","# Karpathy Guidelines\n\nThese guidelines favor correctness, clarity and controlled scope over speed.\n\n## Think Before Coding\n\n- Read relevant code and tests before editing.\n- Identify the root cause.\n- State material assumptions.\n- Compare materially different approaches.\n- Choose the smallest safe implementation.\n- Ask only when ambiguity could materially affect architecture, security, data, contracts or externally visible behavior.\n- For minor ambiguity, state the safest reversible assumption and continue.\n\n## Simplicity First\n\n- Implement only what was requested.\n- Avoid speculative features.\n- Avoid premature abstractions.\n- Avoid unnecessary configuration.\n- Prefer clear code over compressed code.\n- Match existing repository patterns.\n- Add defensive handling at real external and untrusted boundaries.\n\n## Surgical Changes\n\n- Touch only files necessary for the task.\n- Do not refactor adjacent code without necessity.\n- Do not reformat unrelated files.\n- Remove only code made unused by the current change.\n- Every changed line must trace to the requested result or its verification.\n\n## Goal-Driven Execution\n\n- Define observable success criteria before implementation.\n- For bugs, reproduce the issue first.\n- Add regression tests for behavior changes.\n- Run targeted checks, then broader relevant checks.\n- Inspect the final diff.\n- Continue until the success criteria are verified or a real blocker is found.\n\n## Evidence-Based Completion\n\n- Never claim a command passed unless it was executed.\n- Never claim behavior is correct from compilation alone.\n- Never infer backend correctness from UI appearance.\n- Never hide failed checks.\n- Distinguish verified facts from assumptions.\n- Report exact commands, results and remaining 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