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karpathy/llm.cGitHub

https://github.com/karpathy/llm.c
Stars:
31.1k
Language:
Cuda
Default branch:
master
Last scored:
5h ago
Overall

At a glance

Rank
#358 of 371
Checks passed
5 of 16
Full list below
Best set up for
Devin
Score 50.6
Needs most work for
Aider
Biggest fix: .aider.conf.yml (+14.1 pts)

What it has

  • CI configuration
  • Dependency manifest
  • License file
  • README
  • Manageable size

What it's missing

  • AGENTS.md / CLAUDE.md
  • .aider.conf.yml
  • CONTRIBUTING guide
  • Cursor rules (.cursor/rules)
  • GEMINI.md

What to fix first

  1. 1
    AGENTS.md / CLAUDE.md
    Add an AGENTS.md covering project goals, layout, setup commands, and conventions. Aim for 800+ chars of real guidance (not boilerplate).
    +13.2 pts
  2. 2
    Test suite
    Add a tests/ (or test/, __tests__/, spec/) directory with runnable tests. Document how to run them in AGENTS.md.
    +13.2 pts
  3. 3
    Linter / formatter config
    Configure a linter/formatter (ESLint+Prettier, Biome, Ruff, rustfmt+clippy, golangci-lint) and commit the config.
    +7.9 pts

Score for each AI agent

Each agent looks for different things in a repo, based on its own docs. Under each score are the three checks it cares about most.

Devin
50.6
OpenHands
46.9
GPT-5 Codex
46.5
Claude Code
43.8
Kimi CLI
42.1
Pi
41.1
Gemini CLI
40.8
Cursor
39.2
Aider
35.9

All checks

AGENTS.md / CLAUDE.md· 0% pass
No agent instructions file found
.aider.conf.yml· 0% pass
No .aider.conf.yml at repo root
CI configuration· 100% pass
3 GitHub Actions workflow(s)
.github/workflows
CONTRIBUTING guide· 0% pass
No CONTRIBUTING file
Cursor rules (.cursor/rules)· 0% pass
No .cursor/rules/*.mdc or .cursorrules
Dependency manifest· 100% pass
Manifest present
requirements.txt
Reproducible dev env· 70% pass
Has Makefile
Makefile
GEMINI.md· 0% pass
No GEMINI.md at repo root
License file· 100% pass
License present
LICENSE
Linter / formatter config· 0% pass
No linter/formatter config found
.openhands/setup.sh· 0% pass
No .openhands/setup.sh
Pre-commit / git hooks· 0% pass
No pre-commit / husky / lefthook found
README· 100% pass
README detailed (16466 chars)
README.md
Manageable size· 100% pass
98 files
Test suite· 0% pass
No test directory or test files found
Type configuration· 0% pass
No type config found

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Agent friendly score for github/karpathy/llm.c
[![Agent Friendly](https://agentfriendlycode.com/api/badge/github/karpathy/llm.c.svg)](https://agentfriendlycode.com/repo/github/karpathy/llm.c)

Check the score on every pull request

Add this file to your repo. On each pull request, it posts one comment showing how the score changed and why. It runs in your own CI, with no outside server involved.

# .github/workflows/agent-friendly.yml
name: Agent-friendly score diff

on:
  pull_request:
    branches: [master]

permissions:
  contents: read
  pull-requests: write

jobs:
  score-diff:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v7
        with:
          fetch-depth: 0
      - uses: hsnice16/agent-friendly-action@v0
        with:
          agents-badge-token: ${{ secrets.AGENTS_BADGE_TOKEN }}

Add AGENTS_BADGE_TOKENto the repo's secrets to turn the comment on. Without it, the action does nothing. Where do I add it?