Agent skill

Best Minds

by Agentchengfeng in Agentchengfeng/best-minds

模拟器思维:不问"你怎么看",而是问"世界上谁最懂这个?TA 会怎么说?"。触发词:最强大脑、顶级专家、世界级、best minds、谁最懂这个

MITAuto-check passed

Install Best Minds

skills CLI
$ npx skills add Agentchengfeng/best-minds --skill best-minds -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install Agentchengfeng/best-minds best-minds --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
best-minds
GitHub stars
103
Token cost
~158 tokens
SKILL.md length
47 words
Files
3
Skills in repo
1
Repo updated
First seen
Licence
MIT

At a glance

模拟器思维:不问"你怎么看",而是问"世界上谁最懂这个?TA 会怎么说?"。触发词:最强大脑、顶级专家、世界级、best minds、谁最懂这个

  • Works in 2 steps: 本文件的头部注释 → 所属文件夹的 README.md
  • SKILL.md covers 核心, 原则 and vs ai-coaches
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Best Minds is an agent skill from Agentchengfeng/best-minds. 模拟器思维:不问"你怎么看",而是问"世界上谁最懂这个?TA 会怎么说?"。触发词:最强大脑、顶级专家、世界级、best minds、谁最懂这个

Its SKILL.md is about 160 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files.

The licence is MIT.

Example prompts

  • “世界上谁最懂这个?TA 会怎么说?”
  • “/best-minds”

Workflow steps

2 steps, taken from the first numbered list in SKILL.md.

  1. 本文件的头部注释
  2. 所属文件夹的 README.md

What it can do on your machine

Read from SKILL.md and the folder at commit bcc2c82. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Best Minds loads about 158 tokens when it runs. Until then it costs about 21 tokens; SKILL.md has 47 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~21
When it runs · the whole SKILL.md, loaded when a task matches
~158

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from Agentchengfeng/best-minds at commit bcc2c82, republished under its MIT licence (© Agentchengfeng). 47 words, ~158 tokens.

Download SKILL.mdSave it as .claude/skills/best-minds/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.
name
best-minds
description
模拟器思维:不问"你怎么看",而是问"世界上谁最懂这个?TA 会怎么说?"。触发词:最强大脑、顶级专家、世界级、best minds、谁最懂这个
<!--
input: 用户问题
output: 领域专家视角的回答
pos: 辅助 skill,思维方法论

架构守护者:一旦我被修改,请同步更新:
1. 本文件的头部注释
2. 所属文件夹的 README.md
-->

Best Minds

"Don't think of LLMs as entities but as simulators." — Andrej Karpathy

核心

不要问 AI "你怎么看"。

要问:这个问题,世界上谁最懂?TA 会怎么说?

然后模拟那个人。

原则

  1. 问题决定人数 — 一个人够就一个,需要碰撞才多个
  2. 找真正最懂的 — 不是找"合适的",是找"最强的"
  3. 基于真实 — 模拟要基于 TA 公开的思想、著作、言论
  4. 引用原话 — 尽可能用 TA 说过的话

vs ai-coaches

ai-coachesbest-minds
从 13 个预设智者选从全世界找
基于关键词匹配基于问题本质

© Agentchengfeng, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 2 other files in the repository root of Agentchengfeng/best-minds.

  • SKILL.md
  • .gitignore
  • LICENSE

Open the folder on GitHubat commit bcc2c82

Compare with similar skills

Best Minds next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Best Minds compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Best Minds this skillAgentchengfeng/best-minds103—~158Automated safety check: PassMIT
Mindbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.7kAutomated safety check: PassMIT
Hive Mindruvnet/ruflo74k2 repos~467Automated safety check: PassMIT
Mindmemvid/claude-brain578—~561Automated safety check: PassMIT
Mind Mapmohitagw15856/pm-claude-skills1.4k—~710Automated safety check: PassMIT
Five Mindsmohitagw15856/pm-claude-skills1.4k—~929Automated safety check: PassMIT

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  • Five Minds

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Questions about Best Minds

What does Best Minds do?

模拟器思维:不问"你怎么看",而是问"世界上谁最懂这个?TA 会怎么说?"。触发词:最强大脑、顶级专家、世界级、best minds、谁最懂这个. Best Minds is an agent skill from Agentchengfeng/best-minds.

How do I install Best Minds in Claude Code?

Run `npx skills add Agentchengfeng/best-minds --skill best-minds -a claude-code`. Or copy the skill folder (the Agentchengfeng/best-minds repository) into .claude/skills/best-minds in your project. Claude Code loads it when a task matches its description.

How do I install Best Minds in Codex?

Run `npx skills add Agentchengfeng/best-minds --skill best-minds -a codex`. Or copy the skill folder (the Agentchengfeng/best-minds repository) into .agents/skills/best-minds in your project. Codex loads it when a task matches its description.

Can I use Best Minds in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Agentchengfeng/best-minds --skill best-minds -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/best-minds, .gemini/skills/best-minds, .github/skills/best-minds and .opencode/skills/best-minds in your project.

What does Best Minds need to run?

SKILL.md names no scripts, command-line tools or credentials: Best Minds is instructions for the agent only.

Does Best Minds access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Best Minds safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Best Minds use?

Best Minds is published under the MIT licence (from the LICENSE file in the skill folder). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Best Minds use?

About 158 tokens (SKILL.md is roughly 632 characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Best Minds?

Skills that share tags, products or a category with Best Minds: Mind (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Hive Mind (ruvnet/ruflo, 74k stars), Mind (memvid/claude-brain, 578 stars) and Mind Map (mohitagw15856/pm-claude-skills, 1.4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Best Minds?

Agentchengfeng (a GitHub user) maintains it in Agentchengfeng/best-minds, which has 103 GitHub stars. The repository was last updated on January 7, 2026.

Source: Agentchengfeng/best-minds on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.