Öffentliches Register
Software-GesundheitsberichtSchema 0.27.0 · Metriken 2.3.1 · 2026-07-30 02:27 UTC

Shopify / ci-queue

Distribute tests over many workers using a queue

RubyMIT★ 238 Sterne⑂ 35 Forksseit Nov. 2016Auf GitHub ansehen ↗

Shopify/ci-queue erreicht einen Gesundheitsindex von 75 von 100 und liegt damit im Bereich Gut. Am stärksten schneidet es bei Sustainability & Governance (77/100) ab, am schwächsten bei AI Readiness (46/100). Zuletzt heute aktualisiert. 2 Mitwirkende tragen den Großteil der jüngsten Arbeit.

75
gesamt / 100
Gut

Software-Gesundheitsindex

Metriken werden auf einer standardisierten Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr gewichtetes Mittel, kalibriert auf die Verteilung des öffentlichen Registers, sodass die Stufen Perzentilbedeutung tragen; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze Gefährdet von 34.

75
Außergewöhnlich93-100Die Spitzengruppe des Registers (≈ obere 5 %); erfüllt im Wesentlichen alle geprüften Kriterien
Exzellent80-92Durchgehend stark; geringfügige Lücken
Gut65-79Gesund; Lücken sind begrenzt und beherrschbar
Mittel50-64Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Schwach35-49Wesentliche Schwächen in mehreren Bereichen
Gefährdet20-34Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-19Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
VitalitätCommunity &VerbreitungNachhaltigkeit &GovernanceEngineering-QualitätSicherheitAI Readiness

Bewertungsprofil

Jede Achse ist eine Kategorie. Die Form zählt mehr als der Durchschnitt — ein gesundes Projekt füllt die gesamte Fläche, während ein Profil aus Spitzen und Kratern bedeutet, dass Stärke in einer Dimension Risiken in einer anderen verdeckt.

Der gewichtete Gesamtwert 65 wird auf der veröffentlichten Indexskala auf 75 kalibriert (Register-Kalibrierung 2026-08-02).

Eigentümerschaft

ShopifyOrganisation
8.364 Follower1.219 öffentliche Reposseit Apr. 2008

Dieses Repository wird von einer Organisation getragen — geteilte, rechenschaftspflichtige Trägerschaft, die jeden einzelnen Maintainer überdauern kann.

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlicht
PyPIciqueue0.1191vor 3128 Tagen
RubyGemsci-queue0.97.0-130vor 0 Tagen

Metriken nach Kategorie

Vitalität

Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?

64Mittel · 21 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
14.5/36Commit-Rhythmus — 21/52 Wochen mit Commits
18/18Commit-Volumen — 105 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 24 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year105
human_commit_share1
days_since_last_push0
active_weeks_last_year21
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 1 Releases veröffentlicht
0/36Release-Aktualität — letztes Release vor 1.232 Tagen
12.6/27Release-Rhythmus — Rhythmus unbekannt (nur ein Release)
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count1
latest_release_tagv0.26.0
releases_from_tagsnein
days_since_latest_release1.232
mean_days_between_releases
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.

Community & Verbreitung

Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?

55Mittel · 17 % des Gesamtindex
Wie die Bewertung erfolgt
38.5/60Stars — 238 Stars
12.8/25Forks — 35 Forks
14.3/15Watcher — 373 Watcher
Verwendete Eingangsdaten
forks35
stars238
watchers373
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (MIT)
0/18CONTRIBUTING-Leitfaden
13.5/13.5Verhaltenskodex
0/7.2Issue-Vorlage
0/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
readme_badges
has_contributingnein
has_issue_templatenein
has_code_of_conductja
readme_badge_services
has_pull_request_templatenein
Wie die Bewertung erfolgt
17.3/80Downloads pro Monat — 19 Downloads/Monat über pypi, rubygems
0/20Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen
Verwendete Eingangsdaten
packagesciqueue, ci-queue
dependents
ecosystemspypi, rubygems
total_downloads3.343.895
monthly_downloads19
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Abhängige in der Registry. Die verbleibenden Gewichte wurden renormalisiert.

Nachhaltigkeit & Governance

Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?

77Gut · 23 % des Gesamtindex
Wie die Bewertung erfolgt
25.2/54Bus-Faktor — 2 Beitragende decken die Hälfte aller Commits ab
15.6/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 31 % der Commits
13.5/13.5Breite der Beitragenden — 48 Beitragende
10/10OpenSSF Scorecard: Contributors — project has 15 contributing companies or organizations
Verwendete Eingangsdaten
bus_factor2
contributors_sampled48
top_contributor_share0,308
Wie die Bewertung erfolgt
28.3/42Issue-Lösungsquote — 67 % der Issues geschlossen
24.2/30PR-Annahme — 285/353 entschiedene PRs gemergt
0/13Newcomer PR acceptance — kein PR eines Erstbeitragenden in 30 Tagen entschieden
10.5/15OpenSSF Scorecard: Code-Review — Found 11/15 approved changesets -- score normalized to 7
Verwendete Eingangsdaten
merged_prs285
open_issues17
closed_issues35
prs_merged_7d
prs_decided_7d
prs_merged_30d
prs_decided_30d
issue_closed_ratio0,673
closed_unmerged_prs68
first_time_authors_30d
first_time_prs_merged_30d
first_time_prs_decided_30d
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): newcomer_pr_acceptance. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
25/25Reichweite des Inhabers — 8.364 Follower von Shopify
25/25Kontohistorie — 1.219 öffentliche Repos, Kontoalter ca. 18 Jahre
Verwendete Eingangsdaten
followers8.364
owner_typeOrganization
is_verified
owner_loginShopify
public_repos1.219
account_age_days6.673

Paketpflege

100Außergewöhnlich
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 2 Paket(e) auf pypi, rubygems
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 0 Tagen
20/20Versionshistorie — 130 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesciqueue, ci-queue
ecosystemspypi, rubygems
any_deprecatednein
min_days_since_publish0

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

61Mittel · 19 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 2 Workflow(s)
24/24Tests vorhanden
0/16Linter-Konfiguration
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 15 out of 15 merged PRs checked by a CI test -- score normalized to 10
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_confignein
has_precommit_confignein
Wie die Bewertung erfolgt
30/30README
0/25Dokumentationsverzeichnis
0/15Dokumentations-/Homepage-Site
10/10Repository-Beschreibung
0/10Topics
10/10Wiki
Verwendete Eingangsdaten
topics
has_wikija
homepage
has_readmeja
has_docs_dirnein
has_descriptionja

Sicherheit

Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?

71Gut · 16 % des Gesamtindex
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — keine Daten
2.5/2.5CI-Tests — 15 out of 15 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
5.2/7.5Code-Review — Found 11/15 approved changesets -- score normalized to 7
2.5/2.5Contributors — project has 15 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Lizenz — license file detected
7.5/7.5Maintained — 24 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — keine Daten
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
4.5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — keine Daten
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
4.5/7.5Vulnerabilities — 4 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated15
scorecard_versionv5.5.0
checks_inconclusive3
scorecard_aggregate6,4
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): branch_protection, packaging, signed_releases. Die verbleibenden Gewichte wurden renormalisiert.

Abhängigkeits-Advisories

100Außergewöhnlich
Wie die Bewertung erfolgt
35/35Direkte Abhängigkeiten ohne bekannte Advisories — keine direkte Abhängigkeit trägt ein bekanntes Advisory
0/25Indirekte Abhängigkeiten ohne bekannte Advisories — transitive Menge in diesem Bereich nicht von Entwicklungs- und Test-Abhängigkeiten trennbar
0/40Keine offenen Advisories — kein Advisory trägt ein Veröffentlichungsdatum
Verwendete Eingangsdaten
sourceosv
advisories4
affected_packages2
assessed_packages53
unassessed_packages20
affected_by_severityhigh 1, low 1
direct_affected_packages0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Indirekte Abhängigkeiten ohne bekannte Advisories, Keine offenen Advisories. Die verbleibenden Gewichte wurden renormalisiert. 53 aufgelöste Abhängigkeiten wurden mit OSV abgeglichen. 20 konnten nicht bewertet werden — keine aufgelöste Version, ein nicht unterstütztes Ökosystem oder außerhalb der ausgewiesenen Paketliste. Dieses Repository veröffentlicht kein Paket, das der Index auflöst; bewertet wurde daher der Abhängigkeitsgraph des Repositorys. Dieser Graph vermischt Entwicklungs- und Test-Pins mit ausgelieferten Abhängigkeiten, daher werden nur die deklarierten Laufzeit-Abhängigkeiten bewertet; transitive Befunde werden als Kontext ausgewiesen und fließen nicht in die Bewertung ein. Erreichbarkeit wird nicht analysiert.

AI Readiness

Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Trägt ein bewusst kleines Gewicht (4 %): Agenten-Tooling ist ein echtes Pflegesignal, doch ein Repository ohne jedes Signal kann weiterhin 100/100 erreichen.

46Schwach · 4 % des Gesamtindex
Wie die Bewertung erfolgt
0/45Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15Maschinenlesbare Doku (llms.txt)
30.4/40Lesbare Commit-Historie — 57 von 100 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share0,57
agent_instruction_files
agent_instruction_max_bytes
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — python/Makefile
22/22Automatisierte Tests
0/11Lint-/Format-Konfiguration
0/11Statische Typprüfung
10/10Reproduzierbare Umgebung — lockfile
0/10Belegte Agentenpraxis — keine von Agenten verfassten Commits unter den letzten 100
5/8Automatisierte Wartung — Abhängigkeits-Automatisierung konfiguriert, in den erfassten Commits nicht beobachtet
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilesGemfile.lock
has_dockerfilenein
typed_languagenein
bootstrap_filespython/Makefile
has_devcontainernein
has_linter_confignein
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0
Wie die Bewertung erfolgt
0/45Typprüfbarer Code — Ruby ohne Typprüfungs-Konfiguration
54.6/55Handhabbare Dateigrößen — 1/136 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languageRuby
largest_source_bytes70.039
source_files_sampled136
oversized_source_files1

Eckdaten

238GitHub-Sterne
48Mitwirkende
105Commits, letzte 12 Monate
0Tage seit letztem Push
1Releases
2Bus-Faktor
17offene Issues
PyPI, RubyGemsPaket-Ökosysteme

Warnungen zur Datenerhebung

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

Weitere Details

Stern- und Fork-Verlauf 0 ★ / 35 ⇿
0Sterne
35Forks
1Releases

Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.

01325383122018-022022-042026-06
Major 0Minor 1Patch 0

Jeder Punkt umfasst 8 Tage.

OpenSSF Scorecard 6.4 / 10
6.4Gesamtwert

Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).Scorecard v5.5.0 · 2026-07-30 02:27 UTC

10Binary-Artifactsno binaries found in the repo
k. A.Branch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests15 out of 15 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
7Code-ReviewFound 11/15 approved changesets -- score normalized to 7
10Contributorsproject has 15 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained24 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
k. A.Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
9Security-Policysecurity policy file detected
k. A.Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
6Vulnerabilities4 existing vulnerabilities detected
Direkte Abhängigkeiten 1
RegistryPaketVersionsvorgabeManifest
RubyGemsactivesupportruby/Gemfile
Alle Abhängigkeiten 73

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 1 direkte und 72 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
RubyGemsactivesupport8.1.3direkt
PyPIdillindirekt
PyPIfutureindirekt
PyPIpycodestyle2.10.0indirekt
PyPIpytestindirekt
PyPIredisindirekt
PyPIshopify-python0.5.3indirekt
PyPItblibindirekt
PyPItox4.6.4indirekt
PyPIuritoolsindirekt
RubyGemsansi1.5.0indirekt
RubyGemsast2.4.3indirekt
RubyGemsbase640.3.0indirekt
RubyGemsbenchmarkindirekt
RubyGemsbenchmark0.5.0indirekt
RubyGemsbigdecimal4.0.1indirekt
RubyGemsbuilder3.3.0indirekt
RubyGemsbundlerindirekt
RubyGemsconcurrent-ruby1.3.6indirekt
RubyGemsconnection_pool3.0.2indirekt
RubyGemsdiff-lcs1.6.2indirekt
RubyGemsdocile1.4.1indirekt
RubyGemsdrb2.2.3indirekt
RubyGemsi18n1.14.8indirekt
RubyGemsjson2.19.3indirekt
RubyGemslanguage_server-protocol3.17.0.5indirekt
RubyGemslint_roller1.1.0indirekt
RubyGemsloggerindirekt
RubyGemslogger1.7.0indirekt
RubyGemsminitest5.27.0indirekt
RubyGemsminitest-mockindirekt
RubyGemsminitest-mock5.27.0indirekt
RubyGemsminitest-reportersindirekt
RubyGemsminitest-reporters1.7.1indirekt
RubyGemsmochaindirekt
RubyGemsmocha3.1.0indirekt
RubyGemsmsgpackindirekt
RubyGemsmsgpack1.8.0indirekt
RubyGemsparallel1.27.0indirekt
RubyGemsparser3.3.10.2indirekt
RubyGemsprism1.9.0indirekt
RubyGemsracc1.8.1indirekt
RubyGemsrainbow3.1.1indirekt
RubyGemsrakeindirekt
RubyGemsrake13.3.1indirekt
RubyGemsredisindirekt
RubyGemsredis5.4.1indirekt
RubyGemsredis-client0.28.0indirekt
RubyGemsregexp_parser2.11.3indirekt
RubyGemsrexmlindirekt
RubyGemsrexml3.4.4indirekt
RubyGemsrspecindirekt
RubyGemsrspec3.13.2indirekt
RubyGemsrspec-core3.13.6indirekt
RubyGemsrspec-expectations3.13.5indirekt
RubyGemsrspec-mocks3.13.8indirekt
RubyGemsrspec-support3.13.7indirekt
RubyGemsrubocopindirekt
RubyGemsrubocop1.86.0indirekt
RubyGemsrubocop-ast1.49.1indirekt
RubyGemsruby-progressbar1.13.0indirekt
RubyGemsruby2_keywords0.0.5indirekt
RubyGemssecurerandom0.4.1indirekt
RubyGemssimplecovindirekt
RubyGemssimplecov0.22.0indirekt
RubyGemssimplecov-html0.13.2indirekt
RubyGemssimplecov_json_formatter0.1.4indirekt
RubyGemssnappyindirekt
RubyGemssnappy0.5.1indirekt
RubyGemstzinfo2.0.6indirekt
RubyGemsunicode-display_width3.2.0indirekt
RubyGemsunicode-emoji4.2.0indirekt
RubyGemsuri1.1.1indirekt
Abhängigkeits-Advisories 2

Dieses Repository veröffentlicht kein vom Index auflösbares Paket, daher wurde sein eigener Abhängigkeitsgraph bewertet – 53 Pakete, darunter auch Entwicklungs- und Test-Pins, die nie ausgeliefert werden: 2 tragen bekannte Advisories, davon 0 direkte. 20 konnten nicht bewertet werden – keine aufgelöste Version, ein nicht unterstütztes Ökosystem, oder außerhalb der ausgewiesenen Paketliste.

PaketVersionBeziehungSchweregradAdvisoriesBehoben in
concurrent-ruby1.3.6indirekthoch31.3.7
json2.19.3indirektniedrig12.19.9

Ein Advisory bedeutet, dass die im Abhängigkeitsgraphen erfasste Version in den betroffenen Bereich eines Advisories fällt. Erreichbarkeit wird nicht analysiert, und der Graph enthält Entwicklungs- und Test-Pins — ein Fund kann das Werkzeug betreffen und nicht die ausgelieferte Software.

JSON-Rohbericht maschinenlesbar
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  "data": {
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      "is_fork": false,
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        "Ruby": 453592,
        "Shell": 131,
        "Python": 36722,
        "Makefile": 1134
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      "pushed_at": "2026-07-30T02:17:27Z",
      "created_at": "2016-11-15T09:33:27Z",
      "owner_type": "Organization",
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          "is_bot": false,
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          "author_login": "bitwise-aiden",
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          "body_truncated": false,
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          "body": "Assisted-By: devx/4c45e295-0083-4943-b581-d37f963e066d",
          "is_bot": false,
          "headline": "Add consecutive requeue circuit breaker",
          "author_name": "Aiden Storey",
          "author_login": "bitwise-aiden",
          "committed_at": "2026-07-30T00:55:28Z",
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        {
          "oid": "92640892ddb112bcb9100ddc27fdf77a2aa38ca1",
          "body": "Drop EOL Pythons (3.7–3.9) from CI, add 3.12–3.14",
          "is_bot": false,
          "headline": "Merge pull request #418 from Shopify/update-python-ci-matrix",
          "author_name": "Aiden Storey",
          "author_login": "bitwise-aiden",
          "committed_at": "2026-07-30T00:54:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "842c6d812930a71db85cf1eab3840ae8ad669aa2",
          "body": "distutils was removed from the stdlib in Python 3.12, so importing it\nbroke test collection on the new 3.12-3.14 CI jobs. Inline the tiny\nstrtobool helper with identical semantics.\n\nAssisted-By: devx/bbf3c269-bbaa-4af2-81fc-4b93ae41af0a",
          "is_bot": false,
          "headline": "Replace distutils.util.strtobool with local helper",
          "author_name": "Aiden Storey",
          "author_login": "bitwise-aiden",
          "committed_at": "2026-07-29T17:35:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "804e0d1672e4d32848bb946825ece278264fe473",
          "body": "virtualenv 21.5.0 (2026-06-13) dropped support for creating Python 3.8\nenvironments, which broke the python-tests (3.8) CI job for every PR:\ntox now fails with 'could not find python interpreter with spec(s): py38'\neven though the interpreter is installed.\n\nRather than pinning an old virtualenv, dro\n[…]\nto the CI matrix and envlist\n- Only install python3.X-distutils for < 3.12 (removed from the stdlib)\n- Declare python_requires>=3.10 in setup.py\n\nAssisted-By: devx/bbf3c269-bbaa-4af2-81fc-4b93ae41af0a",
          "is_bot": false,
          "headline": "Drop EOL Pythons (3.7-3.9) from CI, add 3.12-3.14",
          "author_name": "Aiden Storey",
          "author_login": "bitwise-aiden",
          "committed_at": "2026-07-29T17:33:26Z",
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        {
          "oid": "4666cee396da4b421e1fb4f9154e35e35808e6c5",
          "body": "Bump Gemfile.lock to ci-queue v0.96.0",
          "is_bot": false,
          "headline": "Merge pull request #413 from Shopify/bump-ci-queue-lockfile-v0.96.0",
          "author_name": "MoumenKhadr",
          "author_login": "MoumenKhadr",
          "committed_at": "2026-05-21T12:58:22Z",
          "body_truncated": false,
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        {
          "oid": "c244611dee704c74a643bc7b68d1e7ae131d9b63",
          "body": null,
          "is_bot": false,
          "headline": "Bump ci-queue Gemfile.lock to v0.96.0",
          "author_name": "Moumen Khadr",
          "author_login": "MoumenKhadr",
          "committed_at": "2026-05-21T12:35:42Z",
          "body_truncated": false,
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        },
        {
          "oid": "4522381ead085380058ba2fa359ec75581b53530",
          "body": "Ships the atomic JUnit XML write from #411 to RubyGems.\n\nThe fix prevents truncated `junit.xml` files (which caused `REXML::ParseException: Missing end tag` spam in downstream consumers — tracked in shop/issues#1546) by writing to a tempfile in the same directory and `File.rename`-ing on success.",
          "is_bot": false,
          "headline": "Bump ci-queue to v0.96.0 (#412)",
          "author_name": "MoumenKhadr",
          "author_login": "MoumenKhadr",
          "committed_at": "2026-05-21T12:18:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9d1b7559e6f2249a37b0163372c91a5be71305f3",
          "body": null,
          "is_bot": false,
          "headline": "Bump ci-queue to v0.96.0",
          "author_name": "Moumen Khadr",
          "author_login": "MoumenKhadr",
          "committed_at": "2026-05-21T12:06:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a8fd96d1d614b7be0eb76b7d061ab6e109c509e0",
          "body": "### TL;DR\n\nJUnit report files are now written atomically using a temporary file and rename.\n\n### What changed?\n\nThe `JUnitReporter#report` method now writes the XML output to a temporary file in the same directory as the target report path, then atomically renames it to the final destination. If an \n[…]\nport path. By writing to a temp file first and renaming only on success, the final report file is either fully written or absent — preventing downstream consumers from reading incomplete JUnit output.",
          "is_bot": false,
          "headline": "fix incomplete file (#411)",
          "author_name": "MoumenKhadr",
          "author_login": "MoumenKhadr",
          "committed_at": "2026-05-21T10:32:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ff3db5c78ff95d0ba92f4cfcbf8156ab00260176",
          "body": null,
          "is_bot": false,
          "headline": "fix incomplete file",
          "author_name": "Moumen Khadr",
          "author_login": "MoumenKhadr",
          "committed_at": "2026-05-21T10:18:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4e075954a16a17750c696b9365b5ae0a065a9c6b",
          "body": "Add normalize_test_id/test_id_normalizer= to configuration",
          "is_bot": false,
          "headline": "Merge pull request #402 from Shopify/ba-add-test-id-normalizer",
          "author_name": "Aiden Storey",
          "author_login": "bitwise-aiden",
          "committed_at": "2026-05-06T01:56:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6814b79c8f279b941e1ae0f98a15489ea23f72ac",
          "body": "Bump ci-queue to v0.95.0",
          "is_bot": false,
          "headline": "Merge pull request #410 from Shopify/bump-ci-queue-v0.95.0",
          "author_name": "Karim El-Husseiny",
          "author_login": "kelhusseiny",
          "committed_at": "2026-05-05T20:51:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "47842ee5a5fb06f69383f1ff33c0521d51f08f9f",
          "body": null,
          "is_bot": false,
          "headline": "Bump ci-queue to v0.95.0",
          "author_name": "Karim El-Husseiny",
          "author_login": "kelhusseiny",
          "committed_at": "2026-05-05T20:33:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5fb5fdeaca65f7f7ec267431b778e98861029a81",
          "body": "fix: do not exit non-zero on inconclusive bisect",
          "is_bot": false,
          "headline": "Merge pull request #409 from Shopify/fix-bisect-inconclusive-exit-code",
          "author_name": "Karim El-Husseiny",
          "author_login": "kelhusseiny",
          "committed_at": "2026-05-05T20:27:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "40f48c9e4c1d08619ff4148f9807599abb0bea66",
          "body": null,
          "is_bot": false,
          "headline": "Bump ci-queue to v0.95.0",
          "author_name": "Aiden Storey",
          "author_login": "bitwise-aiden",
          "committed_at": "2026-05-05T16:04:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "37c65903f5d8aec294f78ac00a6692e556468790",
          "body": null,
          "is_bot": false,
          "headline": "Add test id normalizer to configuration",
          "author_name": "Aiden Storey",
          "author_login": "bitwise-aiden",
          "committed_at": "2026-05-05T16:03:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "07074a20d04058a69536e08fc2488c01c7423d82",
          "body": "Bump ci-queue to v0.94.0\n\nincluded in this release is minitest 6 compatibility",
          "is_bot": false,
          "headline": "Merge pull request #408 from Shopify/bump-ci-queue-v0.94.0",
          "author_name": "Chester Twomey",
          "author_login": "catwomey",
          "committed_at": "2026-05-05T15:34:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f7a10c5074d32c5fffc9fbe49761795b09da0068",
          "body": "Bisect currently exits 1 in two cases that represent successful\ndiagnostic runs rather than failures:\n\n  1. \"The bisection was inconclusive, there might not be any leaky\n     test here.\" - the bisect ran, narrowed candidates, and the\n     failure did not reproduce on the final narrowed order. This i\n[…]\nsolation, or nothing to bisect)\n  exit 1 - bisect could not run (FAILING_TEST not present in the\n           queue, missing arguments, etc.)\n\nTests are updated to assert the contract for each scenario.",
          "is_bot": false,
          "headline": "fix: do not exit non-zero on inconclusive bisect",
          "author_name": "Karim El-Husseiny",
          "author_login": "kelhusseiny",
          "committed_at": "2026-05-05T01:32:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "15fe665ec0d6ca1c686e8a8bda9fec581f98d0e2",
          "body": null,
          "is_bot": false,
          "headline": "Bump ci-queue to v0.94.0",
          "author_name": "Chester Twomey",
          "author_login": "catwomey",
          "committed_at": "2026-05-01T15:38:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "96b7daa0239a22ff6cb4bfd798cfa6ed4babb10d",
          "body": "add compatibility for minitest 6",
          "is_bot": false,
          "headline": "Merge pull request #407 from Shopify/ct/minitest-6-compatibility",
          "author_name": "Chester Twomey",
          "author_login": "catwomey",
          "committed_at": "2026-05-01T15:26:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fb167a2776b8df2f8742c3472b40fba3006cd4ed",
          "body": null,
          "is_bot": false,
          "headline": "add compatibility for minitest 6",
          "author_name": "Chester Twomey",
          "author_login": "catwomey",
          "committed_at": "2026-05-01T12:01:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "22b27819f0f5c565f28dbd3de782d72c00cb9798",
          "body": "Bump ci-queue to v0.93.0",
          "is_bot": false,
          "headline": "Merge pull request #404 from Shopify/bump-ci-queue-v0.93.0",
          "author_name": "Annie Caron",
          "author_login": "acaron",
          "committed_at": "2026-04-30T14:18:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7b5d003119c270ebff1a3313b07679d660e4cd93",
          "body": null,
          "is_bot": false,
          "headline": "Bump ci-queue to v0.93.0",
          "author_name": "Annie Caron",
          "author_login": "acaron",
          "committed_at": "2026-04-30T14:10:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c01d7848b1e146dc343892ec23c5d58ab97ca032",
          "body": "…tter\n\nScrub invalid UTF-8 in FailureFormatter#to_s",
          "is_bot": false,
          "headline": "Merge pull request #403 from Shopify/scrub-invalid-utf8-failure-forma…",
          "author_name": "Annie Caron",
          "author_login": "acaron",
          "committed_at": "2026-04-30T13:28:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ac5368636d421b7b1a88cb659c9339cfdced75c3",
          "body": "`String#encode!(Encoding::UTF_8, invalid: :replace, ...)` is a no-op when\nthe source encoding is already UTF-8. When `body` interpolation produces\na UTF-8-tagged string with invalid byte sequences (e.g. binary protobuf\nbodies surfaced through WebMock failure messages), the existing fix lets\nthose by\n[…]\noding::UTF_8) + scrub!` which handles both\nthe original ASCII-8BIT-source case and the new UTF-8-tagged-with-invalid-\nbytes case. Adds a regression test for the second case alongside the\nexisting one.",
          "is_bot": false,
          "headline": "Scrub invalid UTF-8 in FailureFormatter#to_s",
          "author_name": "Annie Caron",
          "author_login": "acaron",
          "committed_at": "2026-04-29T23:12:47Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9fec5534b84513362974f54ac7403db9800a466b",
          "body": "…ion (#398)\n\n* Cache tick! command marker to avoid per-heartbeat Symbol#to_s allocation\n\nThe HeartbeatProcess#tick! call path passes :tick! as a Symbol into\nsend_message, which calls message.to_json and allocates a fresh 'tick!'\nString from Symbol#to_s on every heartbeat. This fires once per running\n[…]\nepts a single argument, but\nHeartbeatProcess#send_message relies on the multi-argument IO#write\nsignature. Swap the tests to a tiny FakePipe that mirrors that API so\nthey pass on every supported Ruby.",
          "is_bot": false,
          "headline": "Cache tick! command marker to avoid per-heartbeat Symbol#to_s allocat…",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-04-20T04:18:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "470b2b0224a8270aff924e674136e9ef0c03f401",
          "body": null,
          "is_bot": false,
          "headline": "Bump ci-queue to v0.91.0",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-04-17T19:40:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5a4ee5b274b4cbefd1e3c8d0136299fa478a86d8",
          "body": "…ost-test reclamation\n\nA stuck test would heartbeat forever (since PR #384 removed the countdown),\npreventing other workers from reclaiming it via reserve_lost.\n\nAdd --heartbeat-max-test-duration N (defaults to timeout*10) so the heartbeat\nthread stops ticking after N seconds per test. Once ticking \n[…]\nured from when the test actually started, not from when the\nheartbeat thread woke up (which could be up to 1 second late due to the\n@cond.wait(1) timeout causing a skewed stale threshold).\n\nFixes #395",
          "is_bot": false,
          "headline": "Add heartbeat_max_test_duration to cap per-test heartbeat and allow l…",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-04-17T19:40:16Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "3dc8157df11f95f2eed2828cac570e03c71fda12",
          "body": null,
          "is_bot": false,
          "headline": "Bump ci-queue to v0.90.0",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-04-08T18:11:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "321202f26a76492003066d76edabc1eef90ca75b",
          "body": "…ailures\n\nWhen workers die before flushing per-test stats, error-reports has the\nauthoritative failure data but the aggregated stats show 0. This caused\nthe summary line to say \"0 failures, 0 errors\" in green while simultaneously\nprinting a FAILED TESTS SUMMARY below it.\n\nAlso moves FakeEntry/fake_entry test helper to a shared support file so it's\navailable across all test files without cross-file dependencies.",
          "is_bot": false,
          "headline": "Fix aggregate stats line to never show green when error-reports has f…",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-04-08T18:11:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b0c714820104f3caa10dd6b2f350e13970861ae6",
          "body": null,
          "is_bot": false,
          "headline": "Add integration test for report waiting on retry workers",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-04-08T18:11:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f438acb61992aaa98a68393e4e0f79ec05e23162",
          "body": "Covers the case where wait_for_workers must stay open on a retry run\nuntil retry workers clear error-reports. Also verifies the secondary\nwait is skipped when BUILDKITE_RETRY_COUNT is not set.",
          "is_bot": false,
          "headline": "Add supervisor test for retry wait behavior",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-04-08T18:11:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9539767faea47ac0d9df6cf3500de0bd625ea435",
          "body": "When Buildkite retries a job, the main queue is already exhausted from\nthe original run. A retry worker may find unresolved failures via the\nerror-reports fallback and start re-running them via the Retry queue.\nBut those tests are not in the Redis running set, so active_workers?\nreturns false and th\n[…]\ner the main loop exits due to exhausted?, if this is a retry\nrun (BUILDKITE_RETRY_COUNT > 0) and error-reports are still non-empty,\nwait up to inactive_workers_timeout for retry workers to clear them.",
          "is_bot": false,
          "headline": "Fix wait_for_workers to allow retry workers to finish before reporting",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-04-08T18:11:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "637d7b7024bfe0ac23fd9bb6cd71e81aef316b1b",
          "body": null,
          "is_bot": false,
          "headline": "Bump ci-queue to v0.89.0",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-04-08T02:07:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ae246c7cd54cfcdb691db36a8eceec515494030e",
          "body": "When Buildkite rebuilds a job (new BUILDKITE_BUILD_ID), workers start\nwith an empty per-worker log in the new Redis namespace. Previously,\nretry_queue would find no matching failures and fall through to \"The\nretry queue does not contain any failure\" — leaving error-reports\npopulated and the summary \n[…]\n_path is nil/empty\n  and canonicalizes paths via File.expand_path\n- SingleExample#queue_entry resolves file_path via source_location\n- RSpec SingleExample and BuildStatusRecorder use example.file_path",
          "is_bot": false,
          "headline": "Fix retry queue to re-run failed tests on Buildkite rebuild",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-04-08T02:07:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b2dd54a327102274b31e3dfbad8516ac1dbda2ef",
          "body": null,
          "is_bot": false,
          "headline": "Bump to v0.88.0",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-04-08T01:56:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8aaa7c5bb09a39f1afffdf4a5787f7875075acfe",
          "body": "When the monitor subprocess exits unexpectedly (e.g. due to a transient\nnetwork/Redis error), @pipe.write raises IOError or Errno::EPIPE. With\nabort_on_exception=true on the heartbeat thread, this killed the entire\nworker mid-run, causing tests to be skipped.\n\nHeartbeatProcess#tick! now catches thes\n[…]\nessful tick so transient errors don't exhaust the budget permanently.\n\nAlso adds mocha as a dev dependency and a dedicated test file covering\nretry, restart, max-attempts, and counter-reset behaviour.",
          "is_bot": false,
          "headline": "Restart HeartbeatProcess on transient pipe errors",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-04-08T01:56:44Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0abb69001fa09ccf365083e3f496f64a41baceb3",
          "body": null,
          "is_bot": false,
          "headline": "Bump to v0.87.0",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-04-07T18:25:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c288ad3faeb06f7081b25dd0b5a8863e0a3441f4",
          "body": null,
          "is_bot": false,
          "headline": "Ensure summary step will retry failed tests",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-04-07T18:25:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "638c144bccff677e9625a0bd5995b71487144fd9",
          "body": "Fix broken tests",
          "is_bot": false,
          "headline": "Merge pull request #389 from Shopify/thad-fix_broken_tests",
          "author_name": "Thad Craft",
          "author_login": "thadcraft-shopify",
          "committed_at": "2026-04-07T17:55:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5ce17ed37bb7cf75fdd341da1bb5f1216a9c5495",
          "body": null,
          "is_bot": false,
          "headline": "Fix broken tests",
          "author_name": "Thad Craft",
          "author_login": "thadcraft-shopify",
          "committed_at": "2026-04-07T17:48:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0f0302f25d92ad588ac0af35feaf0931d14aa915",
          "body": "…status\n\nExit 0 when queue is exhausted after lazy-load boot",
          "is_bot": false,
          "headline": "Merge pull request #386 from Shopify/ianks/fix-lazy-load-0-test-exit-…",
          "author_name": "Thad Craft",
          "author_login": "thadcraft-shopify",
          "committed_at": "2026-04-07T15:32:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c6d0c6bc1f82009357b3b3dd578fe8d5cfb7ad68",
          "body": "Fix resolve_entry returning raw String for non-leader workers",
          "is_bot": false,
          "headline": "Merge pull request #380 from Shopify/ianks/fix-resolve-entry-raw-string",
          "author_name": "Thad Craft",
          "author_login": "thadcraft-shopify",
          "committed_at": "2026-04-07T15:32:04Z",
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          "is_coding_agent": false
        },
        {
          "oid": "62d5f283adb94830b3287ab6b5173c9720d380de",
          "body": "In lazy-load mode, the queue.exhausted? check runs before the app\nboots. Slow workers can finish booting after the queue has been fully\ndrained by faster workers -- at that point Minitest.run [] finds nothing\nto run and returns false, causing the worker to exit 1.\n\nAdd a second exhausted? check imme\n[…]\n.run []. If the\nqueue is already drained at that point, print the existing \"All tests\nwere ran already\" message and exit 0 instead of propagating a false\nfailure to Buildkite.\n\nBump version to 0.86.0.",
          "is_bot": false,
          "headline": "Exit 0 when queue is exhausted after lazy-load boot",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-04-02T03:26:14Z",
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          "is_coding_agent": false
        },
        {
          "oid": "3e0df3f4343e9aa48057bd7a9d735f89f43963eb",
          "body": null,
          "is_bot": false,
          "headline": "Update Gemfile.lock for 0.85.0",
          "author_name": "Daniel Ahrnsbrak",
          "author_login": "danielahrnsbrak",
          "committed_at": "2026-03-31T18:33:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7fc7356a3f10aa99817d2e96f36f5416c8d21bce",
          "body": "Bump version to 0.85.0",
          "is_bot": false,
          "headline": "Merge pull request #385 from Shopify/dahrnsbrak/bump-0.85.0",
          "author_name": "Daniel Ahrnsbrak",
          "author_login": "danielahrnsbrak",
          "committed_at": "2026-03-31T17:14:09Z",
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          "body": null,
          "is_bot": false,
          "headline": "Bump version to 0.85.0",
          "author_name": "Daniel Ahrnsbrak",
          "author_login": "danielahrnsbrak",
          "committed_at": "2026-03-31T15:40:20Z",
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          "is_coding_agent": false
        },
        {
          "oid": "0b4073c5a76c1889f407ddc8cc544a790dbb258c",
          "body": "…solved-lazy-loading\n\nFix retry queue in preresolved lazy loading mode",
          "is_bot": false,
          "headline": "Merge pull request #377 from Shopify/dahrnsbrak/fix-retry-queue-prere…",
          "author_name": "Daniel Ahrnsbrak",
          "author_login": "danielahrnsbrak",
          "committed_at": "2026-03-31T14:39:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
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          "body": null,
          "is_bot": false,
          "headline": "Fix retry queue in preresolved lazy loading mode",
          "author_name": "Daniel Ahrnsbrak",
          "author_login": "danielahrnsbrak",
          "committed_at": "2026-03-31T14:33:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fd9e0f6149e6d19d7108afd54836d1a471e0b4cb",
          "body": "…at state",
          "is_bot": false,
          "headline": "Address review: fix lease leak in requeue, remove dead :reset heartbe…",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-03-30T19:32:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b5208c605ef966d044a5fa8b0f9a909551cf9757",
          "body": "The test_lost_test_with_heartbeat_monitor test was using --heartbeat 1,\nmeaning a test would be considered 'lost' after just 1 second without a\nheartbeat tick. Since the heartbeat thread ticks at most every ~1 second,\nTruffleRuby's slower thread scheduling left essentially zero margin,\ncausing the t\n[…]\nen and a warning to be generated.\n\nIncreasing to --heartbeat 5 gives ample margin for the heartbeat to tick\nwhile still testing the core behavior: heartbeat keeps the test alive so\nit is never stolen.",
          "is_bot": false,
          "headline": "Fix flaky TruffleRuby test: increase heartbeat timeout for lost test",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-03-30T19:32:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "bbc9b28705d8669cece94123681aa3c06e650e71",
          "body": null,
          "is_bot": false,
          "headline": "Fix Python decode error: _reserve returns raw bytes for poll to decode",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-03-30T19:32:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2a4ae6c59265cdb3bc6b1574c64a6cecf9ddfd1c",
          "body": "- Update Python distributed.py to pass leases_key and lease_counter_key\n  to reserve, reserve_lost, acknowledge, and requeue Lua scripts\n- Parse [entry, lease] array return from reserve/reserve_lost\n- Store and pass lease IDs through acknowledge/requeue\n- Update heartbeat integration test: with lease-based heartbeat the entry\n  stays alive for the full test duration, so the test is never stolen\n  and no RESERVED_LOST_TEST warning is generated",
          "is_bot": false,
          "headline": "Fix Python client and integration test for lease-based scripts",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-03-30T19:32:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "39927115bfce21a53ae1039abe9f5e23db0e13d2",
          "body": "The heartbeat poisoning bug: when a stale worker's acknowledge adds an\nentry to the processed set (sadd is unconditional), heartbeat.lua's\nsismember(processed) check causes the current lease holder's heartbeat\nto stop, making the entry go stale and get cleaned up from running\nwhile the holder is sti\n[…]\neue_key ownership or processed set membership.\n\nThe owners hash (entry → worker_queue_key) is preserved for release.lua\nand requeued-by routing, which need to identify entries by worker, not\nby lease.",
          "is_bot": false,
          "headline": "Replace worker-queue-key ownership with lease-based authorization",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-03-30T19:32:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e85d4c3ab40c274e80a2f082b0fd85435a507a15",
          "body": "The heartbeat thread countdown limited heartbeats to config.timeout\nseconds, causing running ZSET entries to go stale for long tests.\nCombined with acknowledge.lua's unconditional zrem, a stale worker\nwhose test was stolen via reserve_lost could remove the running entry\nwhen acknowledging, making ex\n[…]\neat countdown so heartbeats continue for full test duration\n- Guard acknowledge/requeue zrem on ownership so non-owners can't empty\n  the running set\n- Clean up stale processed entries in reserve_lost",
          "is_bot": false,
          "headline": "Fix supervisor exiting before all workers complete tests",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-03-30T19:32:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "751a886c3cc6b1ec1f5ea31f2474a68d3b7e2ab2",
          "body": "All queue entries are now consistently JSON. acknowledge/requeue accept\nqueue entries (JSON strings), not plain test IDs or test objects.\nLua scripts use the full entry as Redis hash keys instead of test_id,\neliminating the type ambiguity that caused JSON::ParserError crashes.",
          "is_bot": false,
          "headline": "Enforce queue entry type boundary across acknowledge/requeue API",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-03-26T15:14:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5372458c0db51fc0b87b931ae40e65c69449788a",
          "body": null,
          "is_bot": false,
          "headline": "Bump version to 0.84.0",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-03-25T20:22:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "af5fe4e445c05b748aded66d5450881b64a42b28",
          "body": "report_failure! was called before the requeue check, so successfully\nrequeued tests incremented the consecutive failure counter. With\nmax_consecutive_failures=N and N+ deterministic failures that are all\nrequeued, the circuit breaker fired prematurely and the worker exited,\nstranding requeued tests \n[…]\nport_failure!/report_success! is only called when a test genuinely\nfails or passes. Requeued tests are invisible to the circuit breaker —\nthey don't increment or reset the consecutive failure counter.",
          "is_bot": false,
          "headline": "Don't count requeued test failures toward circuit breaker",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-03-25T20:22:23Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c8d522025b775bfac35acbbab43f3fef9fedcd19",
          "body": null,
          "is_bot": false,
          "headline": "Replace tab-delimited QueueEntry format with JSON serialization",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-03-25T20:06:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c04081ff02f06a698d048a509fa560ace0aea451",
          "body": "PR #375 introduced a regression where resolve_entry falls through to\nreturning a raw String when neither @index nor entry_resolver is set.\nThis happens for every non-leader worker in eager mode, crashing\ndownstream callers with NoMethodError on queue_entry.\n\nTwo-part fix:\n- Call configure_lazy_queue in the eager mode path so all workers get\n  an entry_resolver fallback\n- Add UnresolvedEntry Struct as defense-in-depth so resolve_entry never\n  returns a bare String",
          "is_bot": false,
          "headline": "Fix resolve_entry returning raw String for non-leader workers",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-03-25T19:38:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "97a3fb3d3c25ac82cba81ed6e185ed1b595fa957",
          "body": "…lity\n\n- Drop EOL Ruby 2.7/3.0 and Python 3.7, add Ruby 3.4/4.0\n- Bump required_ruby_version to >= 3.1\n- Add rexml, benchmark dev dependencies (removed from stdlib in Ruby 4.0)\n- Upgrade json 2.7.1 → 2.19.3 and rake 13.1.0 → 13.3.1 for Ruby 4.0\n- Fix Python Lua script args for reserve/requeue/acknow\n[…]\nhanges\n- Add filter_deprecation_warnings for Ruby 3.4/4.0 stdlib removal warnings\n- Remove broken pip upgrade from before-install\n- Decouple autopep8 from Python test target (lib2to3 removed in 3.12+)",
          "is_bot": false,
          "headline": "Fix CI infrastructure: modernize Ruby/Python matrix and fix compatibi…",
          "author_name": "Ian Ker-Seymer",
          "author_login": "ianks",
          "committed_at": "2026-03-25T19:36:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "16c798b73cb05664729fd0db54ead0440bb4dd4d",
          "body": "…-streaming\n\nAdds lazy loading + streaming queue population for minitest-queue",
          "is_bot": false,
          "headline": "Merge pull request #375 from Shopify/danielahrnsbrak/lazy-loading-and…",
          "author_name": "Daniel Ahrnsbrak",
          "author_login": "danielahrnsbrak",
          "committed_at": "2026-03-10T15:41:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6df78775d2c267de6055dad2f1ec2a101a501349",
          "body": null,
          "is_bot": false,
          "headline": "Add check to prevent same worker from picking up requeued tests",
          "author_name": "Daniel Ahrnsbrak",
          "author_login": "danielahrnsbrak",
          "committed_at": "2026-03-07T18:51:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e4e3f628dd5a540a6b14e5ce8b0693faabc64256",
          "body": null,
          "is_bot": false,
          "headline": "Bug fixes and cleanup",
          "author_name": "Daniel Ahrnsbrak",
          "author_login": "danielahrnsbrak",
          "committed_at": "2026-03-02T20:46:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "481ae1c6695cca2665db5eb2634ff8ceeefb346e",
          "body": null,
          "is_bot": false,
          "headline": "Fix leader reload issue",
          "author_name": "Daniel Ahrnsbrak",
          "author_login": "danielahrnsbrak",
          "committed_at": "2026-03-02T13:12:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9b6e64e7587d07aab7763cc8b4dbe3e715b45480",
          "body": null,
          "is_bot": false,
          "headline": "Bump version to 0.83.0",
          "author_name": "Daniel Ahrnsbrak",
          "author_login": "danielahrnsbrak",
          "committed_at": "2026-03-01T22:57:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7f81060fc88c3351c6ff2b09ca3e9caf2e060cf6",
          "body": "…mes for minitest-queue\n\n- Lazy loading: test files are loaded on-demand instead of all upfront, reducing worker memory\n- Streaming population: leader streams test entries to Redis in batches so workers can start immediately\n- Preresolved test names: pre-computed test lists can be streamed directly \n[…]\nng: CI_QUEUE_SKIP_STALE_TESTS skips missing methods gracefully\n- FileLoader, ClassResolver, QueueEntry, LazyEntryResolver, LazyTestDiscovery infrastructure\n- Worker profile reporting for observability",
          "is_bot": false,
          "headline": "Add lazy loading, streaming queue population, and preresolved test na…",
          "author_name": "Daniel Ahrnsbrak",
          "author_login": "danielahrnsbrak",
          "committed_at": "2026-03-01T22:54:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e4d29d45f67f04173359a28b5f3fcfa897fc784b",
          "body": "Bump version to 82",
          "is_bot": false,
          "headline": "Merge pull request #376 from Shopify/kangze-jia/bump-version-82",
          "author_name": "kangze-jia",
          "author_login": "kangze-jia",
          "committed_at": "2026-02-27T22:10:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "82db1574b84e46cf1087446c9db31f858401835c",
          "body": null,
          "is_bot": false,
          "headline": "Add releasing instructions to README",
          "author_name": "Kangze Jia",
          "author_login": "kangze-jia",
          "committed_at": "2026-02-27T22:03:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "197b4ef3e4f1ae1c6cb4ad462ab7887b3f73d70d",
          "body": null,
          "is_bot": false,
          "headline": "Bump version to 0.82.0",
          "author_name": "Kangze Jia",
          "author_login": "kangze-jia",
          "committed_at": "2026-02-27T17:21:03Z",
          "body_truncated": false,
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        },
        {
          "oid": "f350805435f6ca65152fc4f05495f1fc24ec9c2d",
          "body": "…k-v2\n\nOnly count when the worker acknowledges. Stats are updated only when a worker is the first to acknowledge a test result; duplicate acks do not increment counts.\nRedis as single source of truth. Stats are now stored in Redis (similar to the error-report pattern) so all agents see one consisten\n[…]\nerwriting each other’s values and allows correct aggregation. When a retry succeeds and “replaces” a prior failure, we apply a negative delta for the original worker so the failure count is corrected.",
          "is_bot": false,
          "headline": "Merge pull request #373 from Shopify/cbruckmayer/only-increment-on-ac…",
          "author_name": "kangze-jia",
          "author_login": "kangze-jia",
          "committed_at": "2026-02-26T21:56:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "158f5a424ae8882f661f163dd3db5799ec156abf",
          "body": "…place\n\n- Record stats only when worker acknowledges; duplicate acks do not increment\n- Redis: record_stats_delta (HINCRBY); record_success returns true when ack'd or replaced\n- Stat correction when success replaces failure; real assertion count (test.assertions) in delta\n- Test helper: Requeue before Skip when both set; test_aggregation and integration expectations updated\n- Remove [stats] debug logging from Redis BuildRecord; test_redis_reporter assertions = 8",
          "is_bot": false,
          "headline": "Only increment stats on ack; delta-based stats; stat correction on re…",
          "author_name": "Kangze Jia",
          "author_login": "kangze-jia",
          "committed_at": "2026-02-22T18:59:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "01db1c3ec3d5941f65558301f88186e9d37bb113",
          "body": null,
          "is_bot": false,
          "headline": "Fix appending to warning file",
          "author_name": "Christian Bruckmayer",
          "author_login": "ChrisBr",
          "committed_at": "2026-02-22T18:52:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ca59ad94e1a7897287f876bb7923db9970c0fef0",
          "body": null,
          "is_bot": false,
          "headline": "Only increment counts when we acknowledge",
          "author_name": "Christian Bruckmayer",
          "author_login": "ChrisBr",
          "committed_at": "2026-02-22T18:52:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "84c65939c490b762b8d068d9757627b152492da9",
          "body": "…y-size\n\nRevert \"Reduce Redis key size\"",
          "is_bot": false,
          "headline": "Merge pull request #374 from Shopify/revert-367-cbruckmayer/reduce-ke…",
          "author_name": "Christian Bruckmayer",
          "author_login": "ChrisBr",
          "committed_at": "2026-02-13T09:09:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0a190e4cec0b9ba089311707f825d2fd45dde86f",
          "body": null,
          "is_bot": false,
          "headline": "Revert \"Reduce Redis key size\"",
          "author_name": "Christian Bruckmayer",
          "author_login": "ChrisBr",
          "committed_at": "2026-02-10T17:34:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3de93c614c289b5cbc7ddad4df51f7285dce800a",
          "body": "Bump version",
          "is_bot": false,
          "headline": "Merge pull request #370 from Shopify/cbruckmayer/bump-version-81",
          "author_name": "Christian Bruckmayer",
          "author_login": "ChrisBr",
          "committed_at": "2025-12-10T18:49:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b2830f78c1e5edfe1638e2aee4433d6e3eb7ac2b",
          "body": null,
          "is_bot": false,
          "headline": "Bump version",
          "author_name": "Christian Bruckmayer",
          "author_login": "ChrisBr",
          "committed_at": "2025-12-10T18:33:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "785a3422034dd4c2ab3d85aa6c8caad2ad8ca470",
          "body": "Fix failure file dump when output has invalid UTF8",
          "is_bot": false,
          "headline": "Merge pull request #365 from skipkayhil/hm-muozxolwvrrwqyzr",
          "author_name": "Christian Bruckmayer",
          "author_login": "ChrisBr",
          "committed_at": "2025-12-10T18:14:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ed4ae2608f09f862e1edfdf10f1f104e95dbe630",
          "body": "Previously, any invalid UTF-8 in test output would prevent the entire\nJSON failure file from being dumped, because the Ruby JSON library\nvalidates that its output is UTF-8.\n\nThis commit aims to fix this issue by encoding the output as UTF-8\nbefore it gets to JSON so that the file can always be dumped.",
          "is_bot": false,
          "headline": "Fix failure file dump when output has invalid UTF8",
          "author_name": "Hartley McGuire",
          "author_login": "skipkayhil",
          "committed_at": "2025-12-10T17:11:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3a5ac9de4c30f8291209eaee7888abc0c75819ed",
          "body": "Bump version",
          "is_bot": false,
          "headline": "Merge pull request #369 from Shopify/cbruckmayer/bump-version-80",
          "author_name": "Christian Bruckmayer",
          "author_login": "ChrisBr",
          "committed_at": "2025-12-09T09:13:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b7abf28db1b78d4c9b93a7e7123b4c32852fa41b",
          "body": null,
          "is_bot": false,
          "headline": "Bump version",
          "author_name": "Christian Bruckmayer",
          "author_login": "ChrisBr",
          "committed_at": "2025-12-08T14:35:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8a68548e74960ed4e1f12fe6a1c77f4094e90669",
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                  {
                    "code": "forks",
                    "params": {
                      "count": 35
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "373 watchers",
                "points": 14.3,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 373
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "good",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "readme_badges": null,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "readme_badge_services": [],
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "at_risk",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 22,
            "inputs": {
              "packages": [
                "ciqueue",
                "ci-queue"
              ],
              "dependents": null,
              "ecosystems": "pypi, rubygems",
              "total_downloads": 3343895,
              "monthly_downloads": 19
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "19 downloads/month across pypi, rubygems",
                "points": 17.3,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 19,
                      "ecosystems": "pypi, rubygems"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "good",
        "name": "Sustainability & Governance",
        "value": 77,
        "weight": 0.23,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "moderate",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 64,
            "inputs": {
              "bus_factor": 2,
              "contributors_sampled": 48,
              "top_contributor_share": 0.308
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "2 contributor(s) cover half of all commits",
                "points": 25.2,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 31% of commits",
                "points": 15.6,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 31
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "48 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 48
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 15 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "newcomer_pr_acceptance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 72,
            "inputs": {
              "merged_prs": 285,
              "open_issues": 17,
              "closed_issues": 35,
              "prs_merged_7d": null,
              "prs_decided_7d": null,
              "prs_merged_30d": null,
              "prs_decided_30d": null,
              "issue_closed_ratio": 0.673,
              "closed_unmerged_prs": 68,
              "first_time_authors_30d": null,
              "first_time_prs_merged_30d": null,
              "first_time_prs_decided_30d": null
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "67% of issues closed",
                "points": 28.3,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 67
                    }
                  }
                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "285/353 decided PRs merged",
                "points": 24.2,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 285,
                      "decided": 353
                    }
                  }
                ],
                "max_points": 30
              },
              {
                "key": "newcomer_pr_acceptance",
                "name": "Newcomer PR acceptance",
                "detail": "no first-time contributor's PR decided in 30d",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_newcomer_prs",
                    "params": {
                      "days": 30
                    }
                  }
                ],
                "max_points": 13
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 11/15 approved changesets -- score normalized to 7",
                "points": 10.5,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "excellent",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "followers": 8364,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "Shopify",
              "public_repos": 1219,
              "account_age_days": 6673
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "8,364 followers of Shopify",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 8364,
                      "login": "Shopify"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "1219 public repos, account ~18 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 1219
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 18
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "exceptional",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "ciqueue",
                "ci-queue"
              ],
              "ecosystems": "pypi, rubygems",
              "any_deprecated": false,
              "min_days_since_publish": 0
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "2 package(s) on pypi, rubygems",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 2,
                      "ecosystems": "pypi, rubygems"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "130 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 130
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "moderate",
        "name": "Engineering Quality",
        "value": 61,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "2 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 2
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "15 out of 15 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "good",
        "name": "Security",
        "value": 71,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 64,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 15,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 3,
              "scorecard_aggregate": 6.4
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "15 out of 15 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 11/15 approved changesets -- score normalized to 7",
                "points": 5.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 15 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "24 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "4 existing vulnerabilities detected",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "exceptional",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 53 resolved dependencies against OSV; 20 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 53
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 20
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 4,
              "affected_packages": 2,
              "assessed_packages": 53,
              "unassessed_packages": 20,
              "affected_by_severity": "high 1, low 1",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "exceptional",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 53,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "exceptional",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 17
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "weak",
        "name": "AI Readiness",
        "value": 46,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 30,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.57,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "57 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 30.4,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 57,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "Gemfile.lock"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [
                "python/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "python/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "python/Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "dependency automation configured, none observed in the sampled commits",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "dependency_bot_config_only",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Ruby",
              "largest_source_bytes": 70039,
              "source_files_sampled": 136,
              "oversized_source_files": 1
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Ruby without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Ruby"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "1/136 source files over 60KB",
                "points": 54.6,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 136,
                      "oversized": 1
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "labels": [
        "library"
      ],
      "scores": {
        "library": 12
      },
      "primary": "library",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:pypi",
          "weight": 6
        },
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:rubygems",
          "weight": 6
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": true
    },
    "metrics_version": "2.3.1"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-30T02:27:33.309253Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/Shopify/ci-queue.svg",
  "full_name": "Shopify/ci-queue",
  "license_state": "standard",
  "license_spdx": "MIT"
}

Bewertungen sind Signale, keine Garantien. Sie spiegeln öffentlich sichtbare Praxis auf GitHub wider — kein Code-Audit und keine Sicherheitsgarantie.

Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v2.3.1, Schema v0.27.0 — vollständige Methodik · Metriken-Wiki.

Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte StatistikenPyPI, RubyGems.