Agent Friendly Code

milvus-io/milvus

GitHub
https://github.com/milvus-io/milvus

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

  • anns
  • cloud-native
  • diskann
  • distributed
  • embedding-database
  • embedding-similarity
  • embedding-store
  • faiss
  • golang
  • hnsw
  • image-search
  • llm
  • nearest-neighbor-search
  • rag
  • vector-database
  • vector-search
  • vector-similarity
  • vector-store
Stars:
46.6k
Language:
Go
Default branch:
master
Last scored:
Overall

At a glance

Rank
#23 of 401
Top 6% · #3 of 40 Go repos
Checks passed
11 of 17
Full list below
Best set up for
Claude Code
Score 94.7
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
    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

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
#11 of 401
94.7
  • ✓AGENTS.md / CLAUDE.md
  • ✓Test suite
  • ✓Reproducible dev env
Kimi Code CLI
#24 of 401
90.4
  • ✓AGENTS.md / CLAUDE.md
  • ✓Test suite
  • ✓Dependency manifest
Codex
#25 of 401
89.9
  • ✓AGENTS.md / CLAUDE.md
  • ✓README
  • ✓Test suite
Pi
#26 of 401
89.3
  • ✓AGENTS.md / CLAUDE.md
  • ✓Test suite
  • ✓Linter / formatter config
Devin
#24 of 401
86.0
  • ✓Reproducible dev env
  • ✓Dependency manifest
  • ✓Test suite
Aider
#12 of 401
81.4
  • ✗.aider.conf.yml
  • ✓Linter / formatter config
  • ✓Test suite
Gemini CLI
#27 of 401
80.4
  • ✗GEMINI.md
  • ✓README
  • ✓Test suite
OpenHands
#24 of 401
80.4
  • ✓CI configuration
  • ✓Dependency manifest
  • ✓Reproducible dev env
Cursor
#37 of 401
80.2
  • ✗Cursor rules (.cursor/rules)
  • ✓README
  • ✓Type configuration

Does milvus-io/milvus 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) · 11,250 characters
Agent-specific files
None: no GEMINI.md, .cursor/rules, .openhands/setup.sh, .aider.conf.yml or .agents/skills
Repos that have one
23 of 40 Go 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 (11,250 characters)
AGENTS.md
.aider.conf.yml· 0% pass
No .aider.conf.yml at repo root
CI configuration· 100% pass
21 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
go.mod
Reproducible dev env· 100% pass
3 env artifacts (Makefile, .devcontainer.json)
Makefile
GEMINI.md· 0% pass
No GEMINI.md at repo root
License file· 100% pass
License present
LICENSE
Linter / formatter config· 100% pass
Config detected
.golangci.yml
.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 (70,758 characters)
README.md
Manageable size· 20% pass
7815 files — very large
Test suite· 100% pass
Found /tests
tests
Type configuration· 100% pass
Typed language (Go)

How milvus-io/milvus compares

vs leaderboard average
19.1 pts above
Average 66.8
vs Go average
14.9 pts above
Average 71.0
Stars among Go repos
#18 of 40

Missing here, and how many repos have it

  • Skills (.agents/skills) · passed by 17% of leaderboard repos, 10% of Go repos
  • Cursor rules (.cursor/rules) · passed by 4% of leaderboard repos, 0% of Go repos

Passes checks most repos miss

  • Reproducible dev env · only 22% of repos pass it
  • Pre-commit / git hooks · only 29% of repos pass it

One fix for the most agents: Manageable size would raise the score for all 9 agents, by up to 5.7 points.

Similar repos

Same language and host as this repo, closest in overall score.

All Go repos →

Same topics, any language

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

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Agent friendly score for github/milvus-io/milvus
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