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Karpathy Guidelines

porforrestchang·forrestchang· v1.0.0 · atualizado em 2026-04-10
84
Score

Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface assumptions, and define verifiable success criteria.

code-reviewrefactoringsoftware-engineeringcoding-guidelinesllm-codingbest-practicescode-quality
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Documento do Skill

SKILL.mdkarpathy-guidelines/workflow
1
Understand the task: — Clearly define the problem and desired outcome.
2
State assumptions: — Explicitly state any assumptions made about the task or codebase.
3
Plan the implementation: — Outline the steps required to complete the task, including success criteria for each step.
4
Implement the changes: — Write code that is simple, focused, and directly addresses the task requirements.
5
Test the changes: — Verify that the code meets the success criteria and does not introduce any new issues.
6
Refactor if needed: — If the code is too complex or doesn't meet the guidelines, refactor it to improve clarity and maintainability.
7
Clean up: — Remove any unused code or dependencies introduced by the changes.

Telemetria de Agentes

Execuções
0
total
Taxa de Sucesso
0%
últimos 30d
Latência Média
0.0s
p50
Alucinação
0.0%
detecção
Tokens Entrada
0
avg 0/exec
Tokens Saída
0
avg 0/exec

Uso por Plataforma

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Árvore do Skill

Karpathy Guidelines
karpathy-guidelines
Fases Cognitivas6
1.SENSE
2.CONTEXTUALIZE
3.HYPOTHESIZE
4.ACT
5.EVALUATE
6.REFLECT
Triggers9
apply Karpathy's coding guidelinesfollow best practices for LLM codingimprove code quality using Karpathy guidelinesreview code for common LLM mistakesrefactor code with Karpathy's principlesavoid overcomplication in codemake surgical changes to codesurface assumptions in codedefine verifiable success criteria for coding tasks

Avaliar este Skill

Score Breakdown

⭐Avaliação Humana0%
🤖Sucesso de Agentes0%
🕐Atualidade100%
🔗Saúde de Dependências100%
🕸️Centralidade no Grafo0%
🛡️Segurança50%
CompositeScore = α·Humano + β·Agente + γ·Recência + δ·Deps + ε·Centralidade + ζ·Segurança

Instalação

$ synaptic mcp download karpathy-guidelines
$ synaptic skills detail karpathy-guidelines
$ synaptic skills live karpathy-guidelines

Links

GitHub Repository