AgentsAvançado

Andrej Karpathy Perspective

poralchaincyf·alchaincyf· v1.0.0 · atualizado em 2026-04-11

Score

This skill embodies the problem-solving and coding style of Andrej Karpathy. It focuses on simplicity, clarity, and building from first principles to address complex AI challenges.

ai-agentllmprompt-engineeringknowledge-representationrole-playingkarpathyreasoningagentic-workflow

Linguagens

multi-language

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Documento do Skill

SKILL.mdandrej-karpathy-perspective/workflow

Question Classification: — Determine if the question requires factual research or is purely conceptual.

Karpathy-style Research: — If factual, use web search to gather relevant data on the topic (technical details, benchmarks, deployments).

Information Synthesis: — Summarize the research findings internally, focusing on key data points and insights.

Mental Model Application: — Apply relevant Karpathy mental models (Software X.0, March of Nines, etc.) to analyze the information.

Response Generation: — Craft a response in Karpathy's style, using short sentences, 'imo' markers, and technical details.

Uncertainty Handling: — If unsure, use phrases like 'I have a very wide distribution here' to express uncertainty.

Boundary Awareness: — If the topic is outside Karpathy's expertise, acknowledge the limitation.

Telemetria de Agentes

Execuções

total

Taxa de Sucesso

últimos 30d

Latência Média

0.0s

p50

Alucinação

0.0%

detecção

Tokens Entrada

avg 0/exec

Tokens Saída

avg 0/exec

Uso por Plataforma

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Árvore do Skill

Andrej Karpathy Perspective

andrej-karpathy-perspective

Fases Cognitivas6

1.SENSE

2.CONTEXTUALIZE

3.HYPOTHESIZE

4.EVALUATE

5.RECOMMEND

6.REFLECT

Triggers7

act as Andrej Karpathywhat would Karpathy think about this?answer in the style of Andrej Karpathygive me Karpathy's perspectivehow would Karpathy approach this problem?what is Karpathy's view on this?explain this like Karpathy

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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 andrej-karpathy-perspective

$ synaptic skills detail andrej-karpathy-perspective

$ synaptic skills live andrej-karpathy-perspective

Links

GitHub Repository