BEACON

← candidates

PyPI automr @1.1.1

score
0.5529 med
flagged 2026-07-17 07:58
signals by category
cadence 1 topology 1 enrichment 1

maintainers added:

package profile →

Signals fired

signalweightrationale
cadence
rapid_release 0.8 3 stable releases in last 24h: ['1.0.2', '1.1.0', '1.1.1']
topology
new_dep_unknown 0.5 2 new non-watchlisted requires_dist: ['kornia', 'noise']
enrichment
repo_too_new_for_version_history 0.7 claimed repo created 71d ago but package has 27 versions (expect >= 85d for that history)

Prior profile (what it deviated from)

{
  "had_install_script": false,
  "maintainers": [],
  "versions": 26
}

Evidence (package doc at flag time)

{
  "author_email": null,
  "classifiers": [
    "Development Status :: 4 - Beta",
    "Framework :: Pytest",
    "Intended Audience :: Developers",
    "Intended Audience :: Education",
    "Intended Audience :: Science/Research",
    "License :: OSI Approved :: MIT License",
    "Operating System :: OS Independent",
    "Programming Language :: Python :: 3",
    "Programming Language :: Python :: 3.10",
    "Programming Language :: Python :: 3.11",
    "Programming Language :: Python :: 3.12",
    "Programming Language :: Python :: 3.8",
    "Programming Language :: Python :: 3.9",
    "Topic :: Scientific/Engineering",
    "Topic :: Scientific/Engineering :: Artificial Intelligence",
    "Topic :: Scientific/Engineering :: Image Processing",
    "Topic :: Software Development :: Libraries :: Python Modules",
    "Topic :: Software Development :: Testing"
  ],
  "home_page": null,
  "last_serial": 39096658,
  "latest_version": "1.1.1",
  "maintainer_email": null,
  "num_versions": 27,
  "project_urls": {
    "Changelog": "https://github.com/CharithManaujayaMUTEC/AutoMR-Framework/releases",
    "Documentation": "https://github.com/CharithManaujayaMUTEC/AutoMR-Framework/wiki",
    "Homepage": "https://github.com/CharithManaujayaMUTEC/AutoMR-Framework",
    "Issues": "https://github.com/CharithManaujayaMUTEC/AutoMR-Framework/issues",
    "Repository": "https://github.com/CharithManaujayaMUTEC/AutoMR-Framework"
  },
  "requires_dist_count": 30,
  "signal_details": {
    "new_dep_unknown": "2 new non-watchlisted requires_dist: ['kornia', 'noise']",
    "rapid_release": "3 stable releases in last 24h: ['1.0.2', '1.1.0', '1.1.1']",
    "repo_too_new_for_version_history": "claimed repo created 71d ago but package has 27 versions (expect >= 85d for that history)"
  },
  "yanked": false,
  "yanked_reason": null
}