Agent Friendly Code

AutoMQ/automq

GitHub
https://github.com/AutoMQ/automq

Diskless Kafka® on S3. 10x Cost-Effective. No Cross-AZ Traffic Cost. Autoscale in seconds. Single-digit ms latency. Multi-AZ Availability.

  • automq
  • diskless
  • kafka
  • serverless
Stars:
10.9k
Language:
Java
Default branch:
main
Last scored:
Overall

At a glance

Rank
#218 of 401
#6 of 28 Java repos
Checks passed
7 of 17
Full list below
Best set up for
Claude Code
Score 74.7
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
    Linter / formatter config
    Configure a linter/formatter (ESLint+Prettier, Biome, Ruff, rustfmt+clippy, golangci-lint) and commit the config.
    +7.9 pts
  2. 2
    CONTRIBUTING guide
    Add CONTRIBUTING.md describing branch naming, commit style, test commands, and the PR process.
    +5.3 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
#173 of 401
74.7
  • ✓AGENTS.md / CLAUDE.md
  • ✓Test suite
  • ~Reproducible dev env
Codex
#199 of 401
71.4
  • ✓AGENTS.md / CLAUDE.md
  • ✓README
  • ✓Test suite
Kimi Code CLI
#187 of 401
70.5
  • ✓AGENTS.md / CLAUDE.md
  • ✓Test suite
  • ✓Dependency manifest
Pi
#202 of 401
68.9
  • ✓AGENTS.md / CLAUDE.md
  • ✓Test suite
  • ✗Linter / formatter config
Devin
#238 of 401
66.7
  • ~Reproducible dev env
  • ✓Dependency manifest
  • ✓Test suite
Cursor
#205 of 401
63.8
  • ✗Cursor rules (.cursor/rules)
  • ✓README
  • ✓Type configuration
Gemini CLI
#210 of 401
63.5
  • ✗GEMINI.md
  • ✓README
  • ✓Test suite
OpenHands
#265 of 401
60.5
  • ✓CI configuration
  • ✓Dependency manifest
  • ~Reproducible dev env
Aider
#274 of 401
58.5
  • ✗.aider.conf.yml
  • ✗Linter / formatter config
  • ✓Test suite

Does AutoMQ/automq 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) · 1,489 characters
Agent-specific files
None: no GEMINI.md, .cursor/rules, .openhands/setup.sh, .aider.conf.yml or .agents/skills
Repos that have one
19 of 28 Java repos · 221 of 401 repos on the leaderboard · See examples →

All 17 checks · 7 passed

Skills (.agents/skills)· 0% pass
No .agents/skills/<name>/SKILL.md
AGENTS.md / CLAUDE.md· 100% pass
Substantive (1,489 characters)
AGENTS.md
.aider.conf.yml· 0% pass
No .aider.conf.yml at repo root
CI configuration· 100% pass
24 GitHub Actions workflows
.github/workflows
CONTRIBUTING guide· 0% pass
No CONTRIBUTING file
Cursor rules (.cursor/rules)· 0% pass
No .cursor/rules/*.mdc or .cursorrules
Dependency manifest· 100% pass
Manifest present
build.gradle
Reproducible dev env· 70% pass
Has gradlew
gradlew
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· 0% pass
No pre-commit / husky / lefthook found
README· 100% pass
README detailed (17,965 characters)
README.md
Manageable size· 50% pass
2816 files — large
Test suite· 100% pass
Found /tests
tests
Type configuration· 100% pass
Typed language (Java/Kotlin)

How AutoMQ/automq compares

vs leaderboard average
0.3 pts below
Average 66.8
vs Java average
5.3 pts above
Average 61.2
Stars among Java repos
#20 of 28

Missing here, and how many repos have it

  • CONTRIBUTING guide · passed by 86% of leaderboard repos, 82% of Java repos
  • Linter / formatter config · passed by 65% of leaderboard repos, 21% of Java repos
  • Pre-commit / git hooks · passed by 29% of leaderboard repos, 4% of Java repos

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 Java repos →

Same topics, any language

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

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Agent friendly score for github/AutoMQ/automq
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Check the score on every pull request

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