0

/ 100

GradeF

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

Higher than 38% of 5,156 graded repos

Finding ClickFix and FakeCAPTCHA like it's 1999

A low grade is a to-do list, not a judgment of your code

Most gaps here are documentation, tests, and setup, not the code itself. Closing your top 3 gaps alone would lift this repo to C (79).

See your top fixes
Now
F
53
Potential
C
79

Top fixes

Highest-impact changes first, ranked by point weight

15 to address
  1. 1
    Tests18pt

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

  2. 2
    CI/CD14pt

    Add a step like `run: npm test`, `run: pytest`, or `run: tox` to your workflow file.

  3. 3
    CI/CD14pt

    Add a lint step to catch style issues automatically.

  4. 4
    CI/CD14pt

    Add `tsc --noEmit`, `mypy`, or `cargo check` to catch type errors before they merge.

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Scorecard

Every check, grouped by category and sorted worst-first

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
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