BEACON

← candidates

PyPI vincio @2.1.0

score
0.5839 med
flagged 2026-06-17 14:44
signals by category
content 1 cadence 1 topology 1 enrichment 1

maintainers added:

package profile →

Signals fired

signalweightrationale
content
attestation_dropped 0.8 prior version(s) ['0.1.0', '0.2.0', '0.3.0'] carried PEP 740 attestations; 2.1.0 has none
cadence
rapid_release 0.8 10 stable releases in last 24h: ['1.9.1', '1.10.0', '2.0.0', '2.0.1', '2.1.0']
topology
new_dep_unknown 0.5 1 new non-watchlisted requires_dist: ['llama-cpp-python']
enrichment
repo_too_new_for_version_history 0.7 claimed repo created 5d ago but package has 29 versions (expect >= 87d for that history)

Prior profile (what it deviated from)

{
  "had_install_script": false,
  "maintainers": [],
  "versions": 27
}

Evidence (package doc at flag time)

{
  "author_email": null,
  "classifiers": [
    "Development Status :: 5 - Production/Stable",
    "Intended Audience :: Developers",
    "License :: OSI Approved :: Apache Software License",
    "Programming Language :: Python :: 3",
    "Programming Language :: Python :: 3.11",
    "Programming Language :: Python :: 3.12",
    "Programming Language :: Python :: 3.13",
    "Topic :: Scientific/Engineering :: Artificial Intelligence",
    "Topic :: Software Development :: Libraries :: Python Modules"
  ],
  "home_page": null,
  "last_serial": 38147753,
  "latest_version": "2.1.0",
  "maintainer_email": null,
  "num_versions": 29,
  "project_urls": {
    "Changelog": "https://github.com/Ohswedd/vincio/blob/main/CHANGELOG.md",
    "Documentation": "https://github.com/Ohswedd/vincio/tree/main/docs",
    "Homepage": "https://github.com/Ohswedd/vincio",
    "Issues": "https://github.com/Ohswedd/vincio/issues",
    "Repository": "https://github.com/Ohswedd/vincio"
  },
  "requires_dist_count": 104,
  "signal_details": {
    "attestation_dropped": "prior version(s) ['0.1.0', '0.2.0', '0.3.0'] carried PEP 740 attestations; 2.1.0 has none",
    "new_dep_unknown": "1 new non-watchlisted requires_dist: ['llama-cpp-python']",
    "rapid_release": "10 stable releases in last 24h: ['1.9.1', '1.10.0', '2.0.0', '2.0.1', '2.1.0']",
    "repo_too_new_for_version_history": "claimed repo created 5d ago but package has 29 versions (expect >= 87d for that history)"
  },
  "yanked": false,
  "yanked_reason": null
}