Impressive early momentum. Already polished and picking up traction fast.

The semantic layer that makes enterprise data understandable to AI agents — model entities and relations once, query through SPL/MCP/REST, and connect telemetry, services, and business objects in one object graph.

Outstanding. A score of 95/100 puts this repo in a very small tier of truly well-engineered projects.

Documentation

94

Contributing guide5pt77

Contributing guide is detailed and thorough.

Install and run instructions9pt90

README documents how to install the project.

README12pt100

README is present.

License6pt100

Licensed under Other.

Engineering

94

CI/CD14pt85

CI is configured (.github/workflows/ci.yml).

Reproducibility6pt85

Lockfile present (go.sum). Installs are reproducible.

Tests18pt100

Test files detected (cmd/umctl/cmd/root_test.go).

Linting and formatting5pt100

Formatting enforced (gofmt (built into Go toolchain)).

Issue and PR templates6pt100

Issue or PR templates present.

Project health

100

Dependency manifest6pt100

Dependency manifest found (go.mod).

Repository metadata5pt100

Repository has a description.

Activity5pt100

Actively maintained (pushed within the last month).

Housekeeping3pt100

.gitignore present.

Repository health signals

Activity, community, and responsiveness at scan time

Activity

  • Commits (30d / 90d)
  • 36
    Forks
  • 4
    Releaseslatest 8d ago

Community

  • Community health
  • authors own >50% of commits
  • 185
    Watchers

Responsiveness

  • 1d 20h
    Median issue response
  • 4h
    Median PR merge time
  • 13
    Open issues
Repository files40 root entries
  • .claude-plugin
  • .github
    Good: CI is configured (.github/workflows/ci.yml).
    Good: Issue or PR templates present.
  • api
  • cmd
    Good: Test files detected (cmd/umctl/cmd/root_test.go).
  • deployments
    Good: Environment pinned via deployments/compose/docker-compose.yaml.
  • docs
  • examples
  • expanded_schemas
  • generated
  • images
  • internal
  • pkg
  • schemas
  • scripts
  • sdk
  • skills
  • tests
  • tools
  • web
  • .gitignore
    Good: .gitignore present.
  • AGENTS.md
  • CHANGELOG.md
  • CHANGELOG.zh-CN.md
  • CLAUDE.md
  • CODE_OF_CONDUCT.md
    Good: Code of conduct present.
  • CODE_OF_CONDUCT.zh-CN.md
  • CONTRIBUTING.md
    Good: Contributing guide is detailed and thorough.
    Issue: Contributing guide lacks a setup section (−12 pts).Fix: Show new contributors how to get a local dev environment running.
    Issue: Contributing guide lacks a code style section (−8 pts).Fix: Describe your linting/formatting rules and how to run them.
    Issue: Contributing guide lacks a testing section (−8 pts).Fix: Show contributors how to run the test suite (e.g. npm test, pytest, cargo test).
    Good: Contributing guide describes the PR/review workflow.
    Good: Contributing guide includes code examples.
  • CONTRIBUTING.zh-CN.md
  • go.mod
    Good: Dependency manifest found (go.mod).
  • go.sum
    Good: Lockfile present (go.sum). Installs are reproducible.
  • LICENSE
    Good: Licensed under Other.
  • Makefile
  • NOTICE
  • README_CN.md
    Good: README is present.
    Good: README is well structured with multiple sections.
    Good: README includes screenshots or visuals. Great for first impressions.
    Good: README has code examples.
    Good: README links to a live demo or deployed app.
    Good: README includes status badges.
    Good: README documents how to install the project.
    Good: README documents how to run the project.
  • README.md
  • README.zh-CN.md
  • SECURITY.md
    Good: Security policy present.
  • SECURITY.zh-CN.md
  • SUPPORT.md
  • SUPPORT.zh-CN.md