monocle2ai/monocle

0

/ 100

Documentation92
Engineering89
Health100
Python260Apache-2.01d ago
Grade a repo

Polished and well engineered. Punching above its star count.

Monocle is a framework for tracing GenAI app code. This repo contains implementation of Monocle for GenAI apps written in Python.

Documentation

92

Contributing guide5pt66

Contributing guide is too short for full depth credit (−6 pts). 400+ words earns the full +12 pts.

→ Add setup instructions, code style notes, and how to run tests.

Install and run instructions9pt90

README documents how to install the project.

README12pt100

README is present.

License6pt100

Licensed under Apache-2.0.

Engineering

89

Reproducibility6pt70

Lockfile present (requirements.txt). Installs are reproducible.

Tests18pt80

Test files detected (apptrace/tests).

CI/CD14pt100

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

Linting and formatting5pt100

Linter or formatter configured (.pylintrc).

Issue and PR templates6pt100

Issue or PR templates present.

Project health

100

Dependency manifest6pt100

Dependency manifest found (requirements.txt).

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)
  • 44
    Forks
  • 43
    Releaseslatest 1y ago

Community

  • —
    Community health
  • —
    authors own >50% of commits
  • 260
    Watchers

Responsiveness

  • 1d 5h
    Median issue response
  • 1d
    Median PR merge time
  • 67
    Open issues
Repository files28 root entries
  • .github
    Good: CI is configured (.github/workflows/lint.yml).
    Good: Issue or PR templates present.
  • apptrace
    Good: Test files detected (apptrace/tests).
  • assets
  • docs
  • examples
  • mcp
  • test_tools
  • .gitignore
    Good: .gitignore present.
  • .pylintrc
    Good: Linter or formatter configured (.pylintrc).
  • CHANGELOG.md
  • CODE_OF_CONDUCT.md
    Good: Code of conduct present.
  • CODEOWNERS.md
  • CONTRIBUTING.md
    Issue: Contributing guide is too short for full depth credit (−6 pts). 400+ words earns the full +12 pts.Fix: Add setup instructions, code style notes, and how to run tests.
    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.
    Issue: Contributing guide has no code examples (−5 pts).Fix: Add code blocks showing example commands for setup, running tests, and submitting a PR.
  • COPYRIGHT.template
  • DCO.txt
  • LICENSE
    Good: Licensed under Apache-2.0.
  • MAINTAINER.md
  • Monocle_committer_guide.md
  • Monocle_contributor_guide.md
  • Monocle_External_Reference_guide.md
  • Monocle_supported_patterns.md
  • Monocle_User_Guide.md
  • NOTICE
  • README_CUSTOM_SCOPES.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
  • requirements.txt
    Good: Lockfile present (requirements.txt). Installs are reproducible.
    Good: Dependency manifest found (requirements.txt).
  • SECURITY.md
    Good: Security policy present.
  • tox.ini