PyPI ambient-toolbox @12.11.1
score
0.7667
high
flagged
2026-07-03 08:50
signals by category
identity
1
content
1
topology
1
maintainers added: Beyonder Deutschland <hello@beyonder.de>
Signals fired
| signal | weight | rationale |
|---|---|---|
| identity | ||
| maintainer_email_changed | 0.7 | new identity email(s): ['Beyonder Deutschland <hello@beyonder.de>'] |
| content | ||
| attestation_dropped | 0.8 | prior version(s) ['12.10.0', '12.10.1', '12.10.2'] carried PEP 740 attestations; 12.11.1 has none |
| topology | ||
| mass_publish_burst | 0.8 | publisher 'Beyonder Deutschland <hello@beyonder.de>' pushed 5 packages in the last 15min on PyPI |
Prior profile (what it deviated from)
{
"had_install_script": false,
"maintainers": [
"Ambient Digital <hello@ambient.digital>"
],
"versions": 133
}
Evidence (package doc at flag time)
{
"author_email": "Beyonder Deutschland <hello@beyonder.de>",
"classifiers": [
"Development Status :: 5 - Production/Stable",
"Environment :: Web Environment",
"Framework :: Django",
"Framework :: Django :: 4.2",
"Framework :: Django :: 5.2",
"Framework :: Django :: 6.0",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Natural Language :: English",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Programming Language :: Python :: 3.13",
"Programming Language :: Python :: 3.14",
"Topic :: Utilities"
],
"home_page": null,
"last_serial": 38632203,
"latest_version": "12.11.1",
"maintainer_email": null,
"num_versions": 134,
"project_urls": {
"Bugtracker": "https://github.com/ambient-innovation/ambient-toolbox/issues",
"Changelog": "https://ambient-toolbox.readthedocs.io/en/latest/features/changelog.html",
"Documentation": "https://ambient-toolbox.readthedocs.io/en/latest/index.html",
"Homepage": "https://github.com/ambient-innovation/ambient-toolbox/",
"Maintained by": "https://beyonder.de/"
},
"requires_dist_count": 24,
"signal_details": {
"attestation_dropped": "prior version(s) ['12.10.0', '12.10.1', '12.10.2'] carried PEP 740 attestations; 12.11.1 has none",
"maintainer_email_changed": "new identity email(s): ['Beyonder Deutschland <hello@beyonder.de>']",
"mass_publish_burst": "publisher 'Beyonder Deutschland <hello@beyonder.de>' pushed 5 packages in the last 15min on PyPI"
},
"yanked": false,
"yanked_reason": null
}