{
 "meta": {
  "chart": "notes_quality",
  "generated_at": "2026-11-02T00:06:18Z",
  "source": [
   "GitHub release bodies",
   "Collected release notes (RSS/HTML feeds, repo CHANGELOGs, and curated changelog/release-notes pages)",
   "Our tracked-tool registry (names, categories, license, changelog URL)"
  ],
  "n": {
   "tools_ranked": 387,
   "ineligible_tools": 68,
   "zero_score_tools": 1,
   "truncated_notes_excluded": 3,
   "feeds_without_note_bodies": 12,
   "tools_documented_off_release": 38,
   "roster_tools": 1223,
   "tools_with_captured_notes": 455,
   "tools_without_captured_notes": 768,
   "tools_with_recent_notes": 455,
   "tools_with_alternate_channel": 151,
   "channels_available": 604,
   "channels_scored": 502,
   "known_empty_release_tools": 3,
   "unresolved_zero_score_tools": 0,
   "unassessed_tools": 836,
   "future_notes_excluded": 0,
   "invalid_note_dates_excluded": 0
  },
  "date_range": [
   "2024-11-04T14:58:40Z",
   "2026-10-05T23:03:52Z"
  ],
  "method": "This is a reproducible release-note rubric score. A tool is scored on the BEST verified channel it documents releases in \u2014 the release body, a CHANGELOG file in its repo, or a curated changelog / release-notes page \u2014 not merely on its release feed. (A tool that ships empty GitHub release bodies but documents every release on its own docs site would be called undocumented if scoring the feed alone.) Every release note is scored 0-100 by a fixed rubric: depth (0-50) from note length, section structure, bullets that explain rather than list a commit subject, and links to issues or docs; usage examples (0-35) from fenced code blocks, CLI invocations and config snippets; transparency (0-15) from breaking-change or upgrade sections, CVE/advisory references and deprecation notices. Empty notes score 0, and auto-generated stubs (a bare 'Full Changelog' link, or a list of nothing but dependency bumps) are heavily penalised. An empty GitHub release body scores 0 \u2014 there, the body is the release note. An empty item in a vendor RSS/HTML feed is skipped instead, because a body-less feed item reflects the feed's format rather than the vendor's notes. A tool's score is the median of its newest 10 accepted, preserved published note sections within the last 24 months, so one good release cannot carry it; tools with fewer than 3 notes in that window are not ranked. Future-dated and invalid-dated notes are excluded; timestamps are compared as UTC instants (date-only notes use UTC). Bare tags, missing bodies, duplicate versions and failed fetches are not notes. Exact product identity and the discovered alternate channels must be reviewed against archived primary evidence; unresolved tools remain unassessed with reasons. Selected-note hashes and depth/examples/transparency contributions preserve exact score replay. Month-only publisher digests count as one note section, retain null publication days and explicit month intervals, and are accepted only when the entire completed month is inside the window. Monthly sections do not count individual releases.",
  "caveats": [
   "The score measures the notes, not the software \u2014 an excellent tool whose notes are thin ranks badly here, and that is the intended reading.",
   "38 tool(s) are scored on a channel other than their release feed (a repo CHANGELOG or a changelog page), because that is where they actually document releases. A zero score describes the median accepted note after reviewing the discovered alternate channels; it does not prove that documentation is absent elsewhere. 836 tools remain unassessed; their exclusions are visible separately.",
   "387 of 1223 tracked tool(s) are ranked; 768 have no captured notes, and 151 have recent notes in an alternate channel. 0 future-dated and 0 invalid-dated note(s) were excluded.",
   "GitHub channel audits capture one Releases API page of up to 100 events per repository. The preserved sections are not a complete release-event census or proof of documentation absence. GitHub notes come from archived Releases API responses; non-GitHub notes come from vendor feeds, so commercial tools are scored on fewer, more recent notes.",
   "3 note(s) whose feed emitted a truncated teaser were excluded rather than scored low \u2014 a short feed body is a feed-format artefact, not bad notes.",
   "12 vendor feed(s) publish titles with no body at all; they are excluded rather than ranked worst, since that reflects the feed's format rather than the notes behind it. An empty GitHub release body is not excused this way \u2014 there, the body is the release note.",
   "The rubric is a heuristic: it rewards structure and worked examples, and cannot tell that a long, well-formatted note says nothing."
  ],
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   "brand": "cyber",
   "measure": "notes_quality",
   "measure_version": "1",
   "unit": "published rubric score",
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    "valid": 387,
    "missing": 836,
    "stale": 0,
    "invalid": 0,
    "unit": "tool"
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    "count": 1223,
    "unit": "tool",
    "identity_field": "name"
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   "observation": {
    "start": "2026-10-06T00:42:18.065299+00:00",
    "end": "2026-10-06T01:37:18.120682+00:00",
    "last_success_at": "2026-10-06T01:37:18.120682+00:00"
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    "channel reviews": "notes-channel-review-v1",
    "source capture receipts": "notes-channel-capture-v1",
    "frozen roster and replay": "notes-channel-replay-v1"
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