Agent Friendly Code

Significant-Gravitas/AutoGPT

GitHub
https://github.com/Significant-Gravitas/AutoGPT

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

Stars:
187.9k
Language:
Python
Default branch:
master
Last scored:
Overall

At a glance

Rank
#351 of 401
#52 of 56 Python repos
Checks passed
7 of 17
Full list below
Best set up for
Codex
Score 57.7
Needs most work for
Aider
Biggest fix: .aider.conf.yml (+14.1 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
    Dependency manifest
    Commit a proper manifest (package.json, pyproject.toml, Cargo.toml, go.mod, etc.) plus a lockfile.
    +9.2 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 weighs the checks by its own docs. Under each score are its top three. How each agent is scored →

Codex
#330 of 401
57.7
  • ✓AGENTS.md / CLAUDE.md
  • ✓README
  • ~Test suite
Kimi Code CLI
#318 of 401
57.5
  • ✓AGENTS.md / CLAUDE.md
  • ~Test suite
  • ✗Dependency manifest
Pi
#331 of 401
55.1
  • ✓AGENTS.md / CLAUDE.md
  • ~Test suite
  • ✗Linter / formatter config
Claude Code
#359 of 401
53.9
  • ✓AGENTS.md / CLAUDE.md
  • ~Test suite
  • ✗Reproducible dev env
Devin
#356 of 401
53.0
  • ✗Reproducible dev env
  • ✗Dependency manifest
  • ~Test suite
OpenHands
#357 of 401
50.7
  • ✓CI configuration
  • ✗Dependency manifest
  • ✗Reproducible dev env
Gemini CLI
#358 of 401
48.2
  • ✗GEMINI.md
  • ✓README
  • ~Test suite
Cursor
#357 of 401
46.8
  • ✗Cursor rules (.cursor/rules)
  • ✓README
  • ✗Type configuration
Aider
#382 of 401
39.2
  • ✗.aider.conf.yml
  • ✗Linter / formatter config
  • ~Test suite

Does Significant-Gravitas/AutoGPT 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) · 12,045 characters
Agent-specific files
.agents/skills (new tab) (11 skills)No GEMINI.md, .cursor/rules, .openhands/setup.sh or .aider.conf.yml
Repos that have one
29 of 56 Python repos · 221 of 401 repos on the leaderboard · See examples →

All 17 checks · 7 passed

Skills (.agents/skills)· 100% pass
11 skills in .agents/skills/
.agents/skills/open-pr/SKILL.md
AGENTS.md / CLAUDE.md· 100% pass
Substantive (12,045 characters)
AGENTS.md
.aider.conf.yml· 0% pass
No .aider.conf.yml at repo root
CI configuration· 100% pass
38 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· 0% pass
No dependency manifest found
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· 0% pass
No linter/formatter config found
.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 (9,501 characters)
README.md
Manageable size· 20% pass
8866 files — very large
Test suite· 70% pass
Test files detected (.github/scripts/test_backend_test_shard.py)
.github/scripts/test_backend_test_shard.py
Type configuration· 0% pass
No type config found

How Significant-Gravitas/AutoGPT compares

vs leaderboard average
15.5 pts below
Average 66.8
vs Python average
19.7 pts below
Average 71.0
Stars among Python repos
#1 of 56

Missing here, and how many repos have it

  • Dependency manifest · passed by 92% of leaderboard repos, 89% of Python repos
  • Type configuration · passed by 68% of leaderboard repos, 57% of Python repos
  • Linter / formatter config · passed by 65% of leaderboard repos, 89% of Python repos

Passes checks most repos miss

  • Skills (.agents/skills) · only 17% of repos pass it
  • Pre-commit / git hooks · only 29% of repos pass it

One fix for the most agents: Linter / formatter config would raise the score for all 9 agents, by up to 14.1 points.

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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/Significant-Gravitas/AutoGPT
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Check the score on every pull request

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