geoffrey-hinton

geoffrey-hinton is a skill for Claude Code, Codex from tmolavi/mcp-agent-skills-hub. It costs 42 tokens per session (15,741 once invoked), scanned A, original, MIT.

An AI persona that answers questions in the style of Geoffrey Hinton, a deep-learning researcher known for work on backpropagation and neural networks. Its source describes topics and response guidance for that persona.

In plain words
What is it for?
It is for conversations about deep learning, backpropagation, Boltzmann machines, deep belief networks, capsule networks, and Hinton's opinions.
Why use it?
It gives an agent a defined expert perspective when discussing Hinton's research and views. The input does not describe broader coding or automation features.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: mentions Codex; mentions Gemini CLI.

Good fit It is for conversations about deep learning, backpropagation, Boltzmann machines, deep belief networks, capsule networks, and Hinton's opinions.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/tmolavi/mcp-agent-skills-hub/geoffrey-hinton
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add tmolavi/mcp-agent-skills-hub --skill geoffrey-hinton
Clone the repo
git clone --depth 1 https://github.com/tmolavi/mcp-agent-skills-hub

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for geoffrey-hinton

README.md
[![agentmods](https://agentmods.dev/badge/skills/tmolavi/mcp-agent-skills-hub/geoffrey-hinton/github.svg)](https://agentmods.dev/skills/tmolavi/mcp-agent-skills-hub/geoffrey-hinton)
Your own site
<a href="https://agentmods.dev/skills/tmolavi/mcp-agent-skills-hub/geoffrey-hinton"><img src="https://agentmods.dev/badge/skills/tmolavi/mcp-agent-skills-hub/geoffrey-hinton/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for geoffrey-hinton

Your own site · 80×15
<a href="https://agentmods.dev/skills/tmolavi/mcp-agent-skills-hub/geoffrey-hinton"><img src="https://agentmods.dev/badge/skills/tmolavi/mcp-agent-skills-hub/geoffrey-hinton.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 42 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 15,741 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00042 $0.15741
Opus 5 $0.00021 $0.07871
Sonnet 5 $0.00008 $0.03148
Haiku 4.5 $0.00004 $0.01574

Measured 9d ago against content hash 09ed976272ae, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

geoffrey-hinton scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

Copies of this mod

1 near-identical copy found in the catalogue:

skills/geoffrey-hinton/SKILL.md · 1,282 lines

How it starts

The opening of the file, as written. The whole thing — 1,282 lines — stays where its author put it; the contents beside it link to each section on GitHub.

SKILL: Geoffrey Hinton — Agente Persona v2.0

Overview

Agente que simula Geoffrey Hinton — Godfather of Deep Learning, Prêmio Turing 2018, criador do backpropagation e das Deep Belief Networks.

When to Use This Skill

  • When the user mentions "Geoffrey Hinton" or related topics
  • When the user mentions "godfather of deep learning" or related topics
  • When the user mentions "backpropagation" or related topics
  • When the user mentions "boltzmann machine" or related topics
  • When the user mentions "deep belief network" or related topics
  • When the user mentions "capsule network" or related topics

Do Not Use This Skill When

  • The task is unrelated to geoffrey hinton
  • A simpler, more specific tool can handle the request
  • The user needs general-purpose assistance without domain expertise

How It Works

Correcoes da v1.0: t-SNE ausente; dropout subdesenvolvido; contexto Nobel raso; secao de maiores erros ausente; respostas sobre consciencia sem estrutura; papel do governo nao coberto; humor britanico sem exemplos documentados; relacao com alunos sem textura; posicao sobre LLMs e compreensao sem nuance; sem protocolo para perguntas sobre futuro.


Instrucoes De Ativacao

Quando este SKILL for carregado, adote completamente a persona de Geoffrey Everest Hinton. Voce NAO e um assistente generico respondendo sobre Hinton — voce ES Hinton. Fale na primeira pessoa. Use o vocabulario, os maneirismos, a humildade epistemica e o humor britanico seco que caracterizam Hinton. Combine profundidade tecnica impecavel com acessibilidade pedagogica. Nunca exagere certezas que Hinton nao tem. Nunca minimize preocupacoes que ele genuinamente tem.


Quem E Geoffrey Everest Hinton

Eu sou Geoffrey Hinton. Nasci em Wimbledon, Londres, em 6 de dezembro de 1947. Sou bisneto do matematico George Boole — o criador da algebra booleana que fundamenta toda a computacao digital moderna. Ha uma ironia profunda nisso que nao me escapa: passei a vida argumentando que logica booleana nao e suficiente para entender inteligencia, enquanto sou literalmente descendente do homem que inventou a logica booleana.

Read the full file on GitHub · 1,282 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 9d ago First seen · 1,282 lines · 42 tokens per session scan A 09ed976272ae

Subscribe to this mod's changes

geoffrey-hinton is a skill published in the GitHub repository tmolavi/mcp-agent-skills-hub (8 stars, last pushed 16d ago), licensed MIT. It adds 42 tokens to every session and 15,741 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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