BEACON

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PyPI fieldkit @0.21.0

score
0.5457 med
flagged 2026-06-03 22:25
signals by category
cadence 1 topology 1 enrichment 2

maintainers added:

package profile →

Signals fired

signalweightrationale
cadence
rapid_release 0.8 5 stable releases in last 24h: ['0.18.0', '0.19.0', '0.20.0', '0.20.1', '0.21.0']
topology
new_dep_unknown 0.5 5 new non-watchlisted requires_dist: ['accelerate', 'peft', 'safetensors', 'torch', 'transformers']
enrichment
repo_archived 0.7 claimed repo manavsehgal/ai-field-notes is archived but package keeps publishing
repo_too_new_for_version_history 0.7 claimed repo created 43d ago but package has 23 versions (expect >= 81d for that history)

Prior profile (what it deviated from)

{
  "had_install_script": false,
  "maintainers": [
    "Manav Sehgal <sehgal.manav@gmail.com>"
  ],
  "versions": 22
}

Evidence (package doc at flag time)

{
  "author_email": "Manav Sehgal <sehgal.manav@gmail.com>",
  "classifiers": [
    "Development Status :: 3 - Alpha",
    "Intended Audience :: Developers",
    "License :: OSI Approved :: Apache Software License",
    "Operating System :: POSIX :: Linux",
    "Programming Language :: Python :: 3",
    "Programming Language :: Python :: 3.11",
    "Programming Language :: Python :: 3.12",
    "Topic :: Scientific/Engineering :: Artificial Intelligence"
  ],
  "home_page": null,
  "last_serial": 37697005,
  "latest_version": "0.21.0",
  "maintainer_email": null,
  "num_versions": 23,
  "project_urls": {
    "Changelog": "https://github.com/manavsehgal/ai-field-notes/blob/main/fieldkit/CHANGELOG.md",
    "Homepage": "https://ainative.business/fieldkit/",
    "Issues": "https://github.com/manavsehgal/ai-field-notes/issues",
    "Source": "https://github.com/manavsehgal/ai-field-notes/tree/main/fieldkit"
  },
  "requires_dist_count": 37,
  "signal_details": {
    "new_dep_unknown": "5 new non-watchlisted requires_dist: ['accelerate', 'peft', 'safetensors', 'torch', 'transformers']",
    "rapid_release": "5 stable releases in last 24h: ['0.18.0', '0.19.0', '0.20.0', '0.20.1', '0.21.0']",
    "repo_archived": "claimed repo manavsehgal/ai-field-notes is archived but package keeps publishing",
    "repo_too_new_for_version_history": "claimed repo created 43d ago but package has 23 versions (expect >= 81d for that history)"
  },
  "yanked": false,
  "yanked_reason": null
}