0

/ 100

GradeA

Well engineered for its size. A portfolio piece worth showing off.

A tool that compiles messy natural language prompts into a structured intermediate representation (IR) and optionally sends them to LLMs like ChatGPT for cleaner, more reliable responses.

Documentation

99

Contributing guide5pt93

CONTRIBUTING guide is very brief (−12 pts for depth). 150+ words earns +6 pts; 400+ earns +12 pts.

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

README12pt100

README is present.

Install and run instructions9pt100

README documents how to install the project.

License6pt100

Licensed under Apache-2.0.

Engineering

88

Issue and PR templates6pt0

No issue or PR templates found (−100 pts).

Add .github/ISSUE_TEMPLATE/ with bug_report.md and feature_request.md to guide contributors. It dramatically improves issue quality.

Tests18pt100

Test files detected (app/analyzer/test_scenarios.py).

CI/CD14pt100

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

Linting and formatting5pt100

Linter or formatter configured (.editorconfig).

Reproducibility6pt100

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

Project health

98

Dependency manifest6pt93

Dependency manifest found (pyproject.toml).

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)
  • 1
    Forks
  • 1
    Releaseslatest 4mo ago

Community

  • -
    Community health
  • -
    authors own >50% of commits
  • 25
    Watchers

Responsiveness

  • <1h
    Median issue response
  • <1h
    Median PR merge time
  • 10
    Open issues
Repository files49 root entries
  • .agent
  • .claude
  • .devcontainer
  • .github
    Good: CI is configured (.github/workflows/ci.yml).
    Good: Dependabot covers 2 ecosystems (pip, github-actions). Dependencies stay current.
  • .jules
  • api
  • app
    Good: Test files detected (app/analyzer/test_scenarios.py).
  • cli
  • docs
  • examples
  • extension
  • integrations
  • schema
  • scripts
  • templates
  • tests
  • web
  • .claudeignore
  • .codexignore
  • .dockerignore
  • .editorconfig
    Good: Linter or formatter configured (.editorconfig).
  • .env.example
  • .gitguardian.yaml
  • .gitignore
    Good: .gitignore present.
  • .pre-commit-config.yaml
  • .ruff.toml
  • .vercelignore
  • agents.md
  • CHANGELOG.md
  • CLAUDE.md
  • CODE_OF_CONDUCT.md
    Good: Code of conduct present.
  • CONTRIBUTING.md
    Issue: CONTRIBUTING guide is very brief (−12 pts for depth). 150+ words earns +6 pts; 400+ earns +12 pts.Fix: Add setup instructions, code style notes, and how to run tests.
    Good: Contributing guide includes setup/install instructions.
    Good: Contributing guide describes code style expectations.
    Good: Contributing guide explains how to run tests.
    Good: Contributing guide describes the PR/review workflow.
    Good: Contributing guide includes code examples.
  • Dockerfile
    Good: Environment pinned via Dockerfile.
  • extra_guardrails_test_prompts.md
  • fly.toml
  • generate_programmatic_icon.py
  • LICENSE
    Good: Licensed under Apache-2.0.
  • Makefile
  • NOTICE
  • package_extension.py
  • PRIVACY_POLICY.md
  • probe_server.py
  • pyproject.toml
    Good: Dependency manifest found (pyproject.toml).
  • README.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.
  • requirements.txt
    Good: Lockfile present (requirements.txt). Installs are reproducible.
  • resize_icons.py
  • SECURITY.md
    Good: Security policy present.
  • start_app.bat
  • STORE_LISTING.md