microsoft/onnxruntime

GitHub
https://github.com/microsoft/onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

Stars:
22.2k
Language:
C++
Default branch:
main
Last scored:
Overall

At a glance

Rank
#117 of 401
Top 29% · #2 of 21 C++ repos
Checks passed
8 of 17
Full list below
Best set up for
Claude Code
Score 82.0
Needs most work for
OpenHands
Biggest fix: .openhands/setup.sh (+10.0 pts)

What it has

What it's missing

What to fix first

Pick an AI agent

Showing fixes for Claude Code

  1. 1
    Pre-commit / git hooks
    Set up pre-commit (.pre-commit-config.yaml), husky, or lefthook to run format+lint on every commit.
    +5.3 pts
  2. 2
    Manageable size
    If possible, split into smaller modules or carve out a focused entry path. Document where to start in AGENTS.md.
    +5.3 pts
  3. 3
    Test suite
    Add a tests/ (or test/, __tests__/, spec/) directory with runnable tests. Document how to run them in AGENTS.md.
    +3.9 pts

Score for each AI agent

Each agent weighs the checks by its own docs. Under each score are its top three. How each agent is scored →

Claude Code
#106 of 401
82.0
  • ✓AGENTS.md / CLAUDE.md
  • ~Test suite
  • ~Reproducible dev env
Codex
#115 of 401
79.1
  • ✓AGENTS.md / CLAUDE.md
  • ✓README
  • ~Test suite
Kimi Code CLI
#114 of 401
78.7
  • ✓AGENTS.md / CLAUDE.md
  • ~Test suite
  • ✓Dependency manifest
Pi
#115 of 401
78.0
  • ✓AGENTS.md / CLAUDE.md
  • ~Test suite
  • ✓Linter / formatter config
Devin
#142 of 401
73.2
  • ~Reproducible dev env
  • ✓Dependency manifest
  • ~Test suite
Cursor
#106 of 401
72.6
  • ✗Cursor rules (.cursor/rules)
  • ✓README
  • ✓Type configuration
Gemini CLI
#115 of 401
70.9
  • ✗GEMINI.md
  • ✓README
  • ~Test suite
Aider
#129 of 401
70.8
  • ✗.aider.conf.yml
  • ✓Linter / formatter config
  • ~Test suite
OpenHands
#151 of 401
68.7
  • ✓CI configuration
  • ✓Dependency manifest
  • ~Reproducible dev env

Does microsoft/onnxruntime have agent instructions?

An AGENTS.md (or CLAUDE.md) at the root tells AI coding agents how to build, test and work in the repo. A few agents also read a file of their own.

AGENTS.md / CLAUDE.md
AGENTS.md (new tab) · 7,686 characters
Agent-specific files
None: no GEMINI.md, .cursor/rules, .openhands/setup.sh, .aider.conf.yml or .agents/skills
Repos that have one
10 of 21 C++ repos · 221 of 401 repos on the leaderboard · See examples →

All 17 checks · 8 passed

No .agents/skills/<name>/SKILL.md
Substantive (7,686 characters)
.aider.conf.yml· 0% pass
No .aider.conf.yml at repo root
CI configuration· 100% pass
48 GitHub Actions workflows
CONTRIBUTING guide· 100% pass
Guide present
No .cursor/rules/*.mdc or .cursorrules
Manifest present
Has .devcontainer/devcontainer.json
GEMINI.md· 0% pass
No GEMINI.md at repo root
License file· 100% pass
License present
Config detected
No .openhands/setup.sh
No pre-commit / husky / lefthook found
README· 100% pass
README detailed (3,086 characters)
Manageable size· 20% pass
10000+ files — very large
Test suite· 70% pass
Test files detected (cgmanifests/webgpu/test_update_webgpu_cgmanifest.py)
Type configuration· 100% pass
Configured in pyproject.toml

How microsoft/onnxruntime compares

vs leaderboard average
8.1 pts above
Average 66.8
vs C++ average
15.6 pts above
Average 59.3
Stars among C++ repos
#13 of 21

Missing here, and how many repos have it

  • Pre-commit / git hooks · passed by 29% of leaderboard repos, 29% of C++ repos
  • Skills (.agents/skills) · passed by 17% of leaderboard repos, 5% of C++ repos
  • Cursor rules (.cursor/rules) · passed by 4% of leaderboard repos, 0% of C++ repos

One fix for the most agents: Pre-commit / git hooks would raise the score for all 9 agents, by up to 6.0 points.

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Agent friendly score for github/microsoft/onnxruntime
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