Agent Friendly Code

Comfy-Org/ComfyUI

GitHub
https://github.com/Comfy-Org/ComfyUI

The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. The fastest local inference engine in the world.

Stars:
145k
Language:
Python
Default branch:
master
Last scored:
Overall

At a glance

Rank
#203 of 401
#37 of 56 Python repos
Checks passed
8 of 17
Full list below
Best set up for
Claude Code
Score 73.7
Needs most work for
Gemini CLI
Biggest fix: GEMINI.md (+10.9 pts)

What it has

What it's missing

What to fix first

Pick an AI agent

Showing fixes for Claude Code

  1. 1
    Reproducible dev env
    Add a Makefile or devcontainer or Dockerfile so the agent can set up the project in one command.
    +11.8 pts
  2. 2
    Type configuration
    Add a type config (tsconfig.json for JS/TS, mypy.ini or pyrightconfig.json for Python). Rust/Go/JVM/Scala/Swift/C#/OCaml/Haskell/Zig are typed by default.
    +7.9 pts
  3. 3
    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

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
#190 of 401
73.7
  • ✓AGENTS.md / CLAUDE.md
  • ✓Test suite
  • ✗Reproducible dev env
Pi
#165 of 401
72.0
  • ✓AGENTS.md / CLAUDE.md
  • ✓Test suite
  • ✓Linter / formatter config
Codex
#202 of 401
70.9
  • ✓AGENTS.md / CLAUDE.md
  • ✓README
  • ✓Test suite
Kimi Code CLI
#179 of 401
70.9
  • ✓AGENTS.md / CLAUDE.md
  • ✓Test suite
  • ✓Dependency manifest
Aider
#192 of 401
66.5
  • ✗.aider.conf.yml
  • ✓Linter / formatter config
  • ✓Test suite
Devin
#240 of 401
66.4
  • ✗Reproducible dev env
  • ✓Dependency manifest
  • ✓Test suite
OpenHands
#232 of 401
63.6
  • ✓CI configuration
  • ✓Dependency manifest
  • ✗Reproducible dev env
Cursor
#218 of 401
62.3
  • ✗Cursor rules (.cursor/rules)
  • ✓README
  • ✗Type configuration
Gemini CLI
#230 of 401
62.0
  • ✗GEMINI.md
  • ✓README
  • ✓Test suite

Does Comfy-Org/ComfyUI 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) · 25,621 characters
Agent-specific files
None: no GEMINI.md, .cursor/rules, .openhands/setup.sh, .aider.conf.yml or .agents/skills
Repos that have one
29 of 56 Python repos · 221 of 401 repos on the leaderboard · See examples →

All 17 checks · 8 passed

Skills (.agents/skills)· 0% pass
No .agents/skills/<name>/SKILL.md
AGENTS.md / CLAUDE.md· 100% pass
Substantive (25,621 characters)
AGENTS.md
.aider.conf.yml· 0% pass
No .aider.conf.yml at repo root
CI configuration· 100% pass
29 GitHub Actions workflows
.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· 0% pass
No Makefile / devcontainer / Docker / equivalent found
GEMINI.md· 0% pass
No GEMINI.md at repo root
License file· 100% pass
License present
LICENSE
Linter / formatter config· 100% pass
Configured in pyproject.toml
pyproject.toml
.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 (29,311 characters)
README.md
Manageable size· 80% pass
1225 files
Test suite· 100% pass
Found /tests
tests
Type configuration· 0% pass
No type config found

How Comfy-Org/ComfyUI compares

vs leaderboard average
0.8 pts above
Average 66.8
vs Python average
3.4 pts below
Average 71.0
Stars among Python repos
#7 of 56

Missing here, and how many repos have it

  • Type configuration · passed by 68% of leaderboard repos, 57% of Python repos
  • Pre-commit / git hooks · passed by 29% of leaderboard repos, 71% of Python repos
  • Reproducible dev env · passed by 22% of leaderboard repos, 29% of Python repos

One fix for the most agents: Reproducible dev env would raise the score for all 9 agents, by up to 11.9 points.

Similar repos

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All Python repos →

Same topics, any language

Repos tagged with the same GitHub topics, most shared first.

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Agent friendly score for github/Comfy-Org/ComfyUI
[![Agent Friendly](https://agentfriendlycode.com/api/badge/github/Comfy-Org/ComfyUI.svg)](https://agentfriendlycode.com/repo/github/Comfy-Org/ComfyUI)

Check the score on every pull request

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