AI TOOLS/AI 工具·CHAT-AGENT

Andrej-Karpathy-s-Autoresearch-As-a-Universal-Skill

balukosuri/Andrej-Karpathy-s-Autoresearch-As-a-Universal-Skill

打开仓库Open repository

怎么装：Install: cp autoresearch-universal/SKILL.md ~/.claude/skills/autoresearch-universal/SKILL.md

02 / 现在的位置02 / Why now

它现在处在什么位置Where it stands right now

首次发现FIRST SEEN

03 OCT 202603 OCT 2026

增长GROWTH

+0.0%+0.0%

207 → 207 stars · 2 个快照207 → 207 stars · 2 snapshots

状态STATUS

长期未更新Not updated

03 / 它能帮你做什么03 / What it helps you do

它能帮你做成什么What it helps you do

04 / 安装04 / Install

怎么装How to install

MANUAL-COPY

$

README 里给出的安装方式。The installation method given in the README.

NPX

$

README 里给出的安装方式。The installation method given in the README.

两种装法选一个即可 —— 上面那条给命令行用户，下面那条给写代码的用户。Pick one of the two — the first is for command-line users, the second for people writing code.

05 / 限制与风险05 / Limits and risk

限制与风险Limits and risk

风险不是警告，是可信度的一部分。以下结论只基于文档静态扫描，我们不会执行项目里的任何代码。Risk here is evidence, not an alarm. These findings come from static scanning of the docs; we never execute a project’s code.

限制LIMITS

未知Unknown

01需要 API KeyREQUIRES API KEY: 未在文档中发现Not found in the docs
02需要本地环境NEEDS LOCAL RUNTIME: 未在文档中发现Not found in the docs
03需要 DockerNEEDS DOCKER: 未在文档中发现Not found in the docs
04难度DIFFICULTY: 一键安装One-click install

PROVENANCE · 这些结论的依据是什么Where these conclusions come from

来源 URLSource URL: https://github.com/balukosuri/Andrej-Karpathy-s-Autoresearch-As-a-Universal-Skill
原始数据哈希Raw data hash: 988aec5d6d5dca8d9908276728ced392
解析时间Parsed at: 2026-10-03T23:19:28.791Z
最后一次验证Last verified: 2026-10-04T08:53:33.891Z
增长测量时间Growth measured: 2026-10-03T23:24:59.911Z
发现查询Discovery queries: focus:token:code:context-window, focus:web:code:seo
分类来源Category source: rules
焦点Focus

完整解析证据 JSONFull parse evidence JSON

{
  "agents": [
    {
      "agent": "claude-code",
      "evidence": "readme: …mization skill for Cursor and Claude Code, derived from [Andrej Karpath…"
    }
  ],
  "apiKey": null,
  "docker": null,
  "taxonomy": {
    "scores": {
      "design": 0,
      "ai-tools": 2,
      "dev-tools": 1,
      "indie-web": 0,
      "skill-agent": 1,
      "productivity": 0
    },
    "primary": "ai-tools",
    "secondary": "chat-agent"
  },
  "localRuntime": null,
  "skillMdTotal": 1,
  "skillMdErrors": [],
  "treeTruncated": false,
  "categoryScores": {
    "data": 1,
    "agent": 1,
    "media": 0,
    "design": 1,
    "browser": 0,
    "devtool": 1,
    "security": 0,
    "marketing": 0,
    "productivity": 0
  },
  "classification": [
    {
      "signal": "1 SKILL.md with name + description",
      "weight": 0.95
    },
    {
      "signal": "README describes a Claude / Agent Skill",
      "weight": 0.7
    },
    {
      "signal": "name contains 'skill'",
      "weight": 0.4
    }
  ],
  "scannedSources": [
    "readme",
    "SKILL.md"
  ],
  "skillMdFetched": 1
}