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ggml-org/llama.cppGitHub

https://github.com/ggml-org/llama.cpp
Stars:
130.8k
Language:
C++
Default branch:
master
Last scored:
18h ago
Overall

At a glance

Rank
#6 of 371
Top 2% · #1 of 18 C++ repos
Checks passed
11 of 16
Full list below
Best set up for
Kimi CLI
Score 97.2
Needs most work for
Aider
Biggest fix: .aider.conf.yml (+14.1 pts)

What it has

What it's missing

What to fix first

  1. 1
    Manageable size
    If possible, split into smaller modules or carve out a focused entry path. Document where to start in AGENTS.md.
    +3.3 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.

Kimi CLI
97.2
Claude Code
96.7
GPT-5 Codex
96.7
Pi
96.5
Devin
96.1
OpenHands
85.9
Gemini CLI
85.8
Cursor
85.5
Aider
83.1

Similar repos

Scored for Claude Code. Same language and host as this repo, scoring near it.

All C++ repos →

All checks

AGENTS.md / CLAUDE.md· 100% pass
Substantive (11566 chars)
AGENTS.md
.aider.conf.yml· 0% pass
No .aider.conf.yml at repo root
CI configuration· 100% pass
58 GitHub Actions workflow(s)
.github/workflows
CONTRIBUTING guide· 100% pass
Guide present
CONTRIBUTING.md
Cursor rules (.cursor/rules)· 0% pass
No .cursor/rules/*.mdc or .cursorrules
Dependency manifest· 100% pass
Manifest present
pyproject.toml
Reproducible dev env· 100% pass
2 env artifacts (Makefile, flake.nix)
Makefile
GEMINI.md· 0% pass
No GEMINI.md at repo root
License file· 100% pass
License present
LICENSE
Linter / formatter config· 100% pass
Config detected
.flake8
.openhands/setup.sh· 0% pass
No .openhands/setup.sh
Pre-commit / git hooks· 100% pass
Hook framework configured
.pre-commit-config.yaml
README· 100% pass
README detailed (7469 chars)
README.md
Manageable size· 50% pass
3475 files — large
Test suite· 100% pass
Found /tests
tests
Type configuration· 100% pass
Type config present
mypy.ini

Add a badge to your README

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Agent friendly score for github/ggml-org/llama.cpp
[![Agent Friendly](https://agentfriendlycode.com/api/badge/github/ggml-org/llama.cpp.svg)](https://agentfriendlycode.com/repo/github/ggml-org/llama.cpp)

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?