Agent Friendly Code

aio-libs/aiohttp

GitHub
https://github.com/aio-libs/aiohttp

Asynchronous HTTP client/server framework for asyncio and Python

  • aiohttp
  • async
  • asyncio
  • hacktoberfest
  • http
  • http-client
  • http-server
  • python
Stars:
16.6k
Language:
Python
Default branch:
master
Last scored:
Overall

At a glance

Rank
#7 of 401
Top 2% · #2 of 56 Python repos
Checks passed
11 of 17
Full list below
Best set up for
Claude Code
Score 96.4
Needs most work for
Cursor
Biggest fix: Cursor rules (.cursor/rules) (+11.5 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.
    +3.6 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
#5 of 401
96.4
  • ✓AGENTS.md / CLAUDE.md
  • ✓Test suite
  • ~Reproducible dev env
Codex
#8 of 401
92.3
  • ✓AGENTS.md / CLAUDE.md
  • ✓README
  • ✓Test suite
Pi
#8 of 401
92.3
  • ✓AGENTS.md / CLAUDE.md
  • ✓Test suite
  • ✓Linter / formatter config
Kimi Code CLI
#15 of 401
91.9
  • ✓AGENTS.md / CLAUDE.md
  • ✓Test suite
  • ✓Dependency manifest
Devin
#11 of 401
88.1
  • ~Reproducible dev env
  • ✓Dependency manifest
  • ✓Test suite
Aider
#3 of 401
83.8
  • ✗.aider.conf.yml
  • ✓Linter / formatter config
  • ✓Test suite
OpenHands
#6 of 401
83.0
  • ✓CI configuration
  • ✓Dependency manifest
  • ~Reproducible dev env
Gemini CLI
#11 of 401
82.5
  • ✗GEMINI.md
  • ✓README
  • ✓Test suite
Cursor
#22 of 401
82.2
  • ✗Cursor rules (.cursor/rules)
  • ✓README
  • ✓Type configuration

Does aio-libs/aiohttp 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) · 3,652 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 · 11 passed

Skills (.agents/skills)· 0% pass
No .agents/skills/<name>/SKILL.md
AGENTS.md / CLAUDE.md· 100% pass
Substantive (3,652 characters)
AGENTS.md
.aider.conf.yml· 0% pass
No .aider.conf.yml at repo root
CI configuration· 100% pass
9 GitHub Actions workflows
.github/workflows
CONTRIBUTING guide· 100% pass
Guide present
CONTRIBUTING.rst
Cursor rules (.cursor/rules)· 0% pass
No .cursor/rules/*.mdc or .cursorrules
Dependency manifest· 100% pass
Manifest present
pyproject.toml
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.txt
Linter / formatter config· 100% pass
Config detected
setup.cfg
.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 (5,577 characters)
README.rst
Manageable size· 100% pass
473 files
Test suite· 100% pass
Found /tests
tests
Type configuration· 100% pass
Type config present
.mypy.ini

How aio-libs/aiohttp compares

vs leaderboard average
21.3 pts above
Average 66.8
vs Python average
17.1 pts above
Average 71.0
Stars among Python repos
#48 of 56

Missing here, and how many repos have it

  • Skills (.agents/skills) · passed by 17% of leaderboard repos, 20% of Python repos
  • Cursor rules (.cursor/rules) · passed by 4% of leaderboard repos, 7% of Python repos

Passes checks most repos miss

  • Pre-commit / git hooks · only 29% of repos pass it
  • Manageable size · only 16% of repos pass it

One fix for the most agents: Reproducible dev env would raise the score for all 9 agents, by up to 3.6 points.

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