Popular for its size, but the engineering basics lag behind the interest.

Finding ClickFix and FakeCAPTCHA like it's 1999

Documentation

69

Contributing guide5pt25

Contributing guidance is in the README, not a dedicated CONTRIBUTING.md (−20 pts).

Moving it to a CONTRIBUTING.md makes it easier to find and keeps the README focused. A dedicated file earns +47 pts base.

Install and run instructions9pt45

No install instructions found in the README (−45 pts).

Add a section showing how to install dependencies.

README12pt90

README is present.

License6pt100

Licensed under Apache-2.0.

Engineering

25

Tests18pt0

No tests detected anywhere in the repository.

Add automated tests. They prove the code works and give contributors confidence to make changes.

Linting and formatting5pt0

No linter or formatter config found.

Add a linter config such as .eslintrc.json, .prettierrc, ruff.toml, or .golangci.yml to enforce consistent code style.

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.

CI/CD14pt57

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

Reproducibility6pt70

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

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)
  • 18
    Forks
  • 0
    Releases

Community

  • Community health
  • authors own >50% of commits
  • 145
    Watchers

Responsiveness

  • 7d 6h
    Median issue response
  • <1h
    Median PR merge time
  • 1
    Open issues
Repository files29 root entries
  • .github
    Good: CI is configured (.github/workflows/nightly_run.yml).
  • .streamlit
  • analysis
  • assets
  • bin
  • config
  • docs
  • nightly_reports
  • public
  • static
  • techniques
  • templates
  • ui
  • .gitattributes
  • .gitignore
    Good: .gitignore present.
  • clickgrab.ps1
  • clickgrab.py
  • extractors.py
  • latest_consolidated_report.json
  • LICENSE
    Good: Licensed under Apache-2.0.
  • Makefile
  • models.py
  • 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.
    Issue: No status badges in the README (−10 pts).Fix: Add CI/build status badges from shields.io or your CI provider to signal project health.
    Issue: No install instructions found in the README (−45 pts).Fix: Add a section showing how to install dependencies.
    Good: README documents how to run the project.
  • redirect_follower.py
  • redirect_tracker.py
  • requirements.txt
    Good: Lockfile present (requirements.txt). Installs are reproducible.
    Good: Dependency manifest found (requirements.txt).
  • SCHEMA.md
  • streamlit_app.py
  • test_malicious.html