Öffentliches Register
Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-29 13:15 UTC

googleapis / python-speech

This library has moved to https://github.com/googleapis/google-cloud-python/tree/main/packages/google-cloud-speech

Apache-2.0★ 355 Sterne⑂ 205 Forksseit Dez. 2019archiviertAuf GitHub ansehen ↗

googleapis/python-speech erreicht einen Gesundheitsindex von 22 von 100 und liegt damit im Bereich Kritisch. Am stärksten schneidet es bei Sustainability & Governance (85/100) ab, am schwächsten bei Engineering Quality (21/100). Das Repository ist archiviert, weitere Wartung ist daher nicht zu erwarten.

22
gesamt / 100
Kritisch

Software-Gesundheitsindex

Metriken werden auf einer Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr Mittel; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze 49 (Gefährdet). AI Readiness liegt außerhalb.

22
Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien
Gut70-84Gesund; geringfügige Lücken
Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-29Schwerwiegende 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.

Abandonment Policy applies a 40% multiplier to weighted overall health and gives it a ceiling of 29.

Eigentümerschaft

Google APIsOrganisation
6.641 Follower900 öffentliche Reposseit Jan. 2016

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

Metriken nach Kategorie

Vitalität

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

25Kritisch · 22 % des Gesamtindex
Wie die Bewertung erfolgt
0/36Push-Aktualität — letzter Push vor 1.001 Tagen
0/36Commit-Rhythmus — 0/52 Wochen mit Commits
0/18Commit-Volumen — 0 Commits im letzten Jahr
0/10OpenSSF Scorecard: Maintained — project is archived
Verwendete Eingangsdaten
commits_last_year0
human_commit_share0,31
days_since_last_push1.001
active_weeks_last_year0
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 69 Releases veröffentlicht
0/36Release-Aktualität — letztes Release vor 1.013 Tagen
27/27Release-Rhythmus — ein Release etwa alle 30,5 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count69
latest_release_tagv2.21.1
releases_from_tagsnein
days_since_latest_release1.013
mean_days_between_releases30,5
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?

74Gut · 18 % des Gesamtindex
Wie die Bewertung erfolgt
41.3/60Stars — 355 Stars
19.2/25Forks — 205 Forks
4.7/15Watcher — 8 Watcher
Verwendete Eingangsdaten
forks205
stars355
watchers8
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (Apache-2.0)
18/18CONTRIBUTING-Leitfaden
13.5/13.5Verhaltenskodex
0/7.2Issue-Vorlage
0/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingja
has_issue_templatenein
has_code_of_conductja
has_pull_request_templatenein

Nachhaltigkeit & Governance

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

85Exzellent · 24 % des Gesamtindex
Wie die Bewertung erfolgt
43.2/54Bus-Faktor — 4 Beitragende decken die Hälfte aller Commits ab
19.2/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 15 % der Commits
13.5/13.5Breite der Beitragenden — 51 Beitragende
10/10OpenSSF Scorecard: Contributors — project has 13 contributing companies or organizations
Verwendete Eingangsdaten
bus_factor4
contributors_sampled51
top_contributor_share0,147
Wie die Bewertung erfolgt
46.8/46.8Issue-Lösungsquote — 100 % der Issues geschlossen
28.6/38.3PR-Annahme — 323/432 entschiedene PRs gemergt
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Verwendete Eingangsdaten
merged_prs323
open_issues0
closed_issues116
issue_closed_ratio1
closed_unmerged_prs109
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
25/25Reichweite des Inhabers — 6.641 Follower von googleapis
25/25Kontohistorie — 900 öffentliche Repos, Kontoalter ca. 10 Jahre
Verwendete Eingangsdaten
followers6.641
owner_typeOrganization
is_verified
owner_logingoogleapis
public_repos900
account_age_days3.843

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

21Kritisch · 20 % des Gesamtindex
Wie die Bewertung erfolgt
0/24CI-Workflows
0/24Tests vorhanden
0/16Linter-Konfiguration
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — 0 out of 30 merged PRs checked by a CI test -- score normalized to 0
Verwendete Eingangsdaten
has_cinein
has_testsnein
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?

66Mittel · 16 % des Gesamtindex
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
6/7.5Branch-Protection — branch protection is not maximal on development and all release branches
0/2.5CI-Tests — 0 out of 30 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 13 contributing companies or organizations
0/10Dangerous-Workflow — keine Daten
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Lizenz — license file detected
0/7.5Maintained — project is archived
0/5Packaging — keine Daten
0/5Pinned-Dependencies — keine Daten
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — keine Daten
0/7.5Token-Permissions — keine Daten
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated13
scorecard_versionv5.5.0
checks_inconclusive5
scorecard_aggregate6,6
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): dangerous_workflow, packaging, pinned_dependencies, signed_releases, token_permissions. Die verbleibenden Gewichte wurden renormalisiert.

AI Readiness

Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Ein unabhängiges, experimentelles Badge — Gewicht 0,0, es wird eigenständig ausgewiesen und verändert den Gesamt-Gesundheitswert nicht.

22Kritisch · 0 % des Gesamtindex
Wie die Bewertung erfolgt
0/45Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15Maschinenlesbare Doku (llms.txt)
40/40Lesbare Commit-Historie — 31 von 31 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share1
agent_instruction_files
agent_instruction_max_bytes
Wie die Bewertung erfolgt
0/18Bootstrap mit einem Befehl
0/22Automatisierte Tests
0/11Lint-/Format-Konfiguration
0/11Statische Typprüfung
0/10Reproduzierbare Umgebung
0/10Belegte Agentenpraxis — keine von Agenten verfassten Commits unter den letzten 100
8/8Automatisierte Wartung — 1 der letzten 100 Commits sind automatisierte Abhängigkeits-Updates
0/10OpenSSF Scorecard: Pinned-Dependencies — keine Daten
Verwendete Eingangsdaten
has_nixnein
has_testsnein
lockfiles
has_dockerfilenein
typed_languagenein
bootstrap_files
has_devcontainernein
has_linter_confignein
typecheck_configs
agent_commit_share0
toolchain_manifests
dependency_bot_commit_share0,01
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Pinned-Dependencies. Die verbleibenden Gewichte wurden renormalisiert.

Eckdaten

355GitHub-Sterne
51Mitwirkende
0Commits, letzte 12 Monate
1.001Tage seit letztem Push
69Releases
4Bus-Faktor
0offene Issues
Paket-Ökosysteme

Warnungen zur Datenerhebung

  • Language breakdown unavailable
  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Weitere Details

Stern- und Fork-Verlauf 0 ★ / 205 ⇿
0Sterne
205Forks
69Releases

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.

0408012016020020052019-122022-072025-01
Major 2Minor 40Patch 27

Jeder Punkt umfasst 5 Tage.

OpenSSF Scorecard 6.6 / 10
6.6Gesamtwert

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 · 2026-07-29 13:14 UTC

10Binary-Artifactsno binaries found in the repo
8Branch-Protectionbranch protection is not maximal on development and all release branches
0CI-Tests0 out of 30 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 13 contributing companies or organizations
k. A.Dangerous-Workflowno workflows found
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject is archived
k. A.Packagingpackaging workflow not detected
k. A.Pinned-Dependenciesno dependencies found
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
k. A.Signed-Releasesno releases found
k. A.Token-PermissionsNo tokens found
10Vulnerabilities0 existing vulnerabilities detected
Alle Abhängigkeiten nicht erhoben

Der aufgelöste Abhängigkeitssatz konnte für diesen Bericht nicht erhoben werden: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

JSON-Rohbericht maschinenlesbar
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 6971,
      "has_wiki": true,
      "homepage": null,
      "languages": {},
      "pushed_at": "2023-10-31T19:37:26Z",
      "created_at": "2019-12-10T00:10:12Z",
      "owner_type": "Organization",
      "updated_at": "2026-06-30T07:15:49Z",
      "description": "This library has moved to https://github.com/googleapis/google-cloud-python/tree/main/packages/google-cloud-speech",
      "is_archived": true,
      "is_disabled": false,
      "license_spdx": "Apache-2.0",
      "default_branch": "main",
      "license_spdx_raw": "Apache-2.0",
      "primary_language": null,
      "significant_languages": []
    },
    "owner": {
      "blog": "https://googleapis.github.io",
      "name": "Google APIs",
      "type": "Organization",
      "login": "googleapis",
      "company": null,
      "location": null,
      "followers": 6641,
      "avatar_url": "https://avatars.githubusercontent.com/u/16785467?v=4",
      "created_at": "2016-01-19T20:40:50Z",
      "is_verified": null,
      "public_repos": 900,
      "account_age_days": 3843
    },
    "license": {
      "state": "standard",
      "spdx_id": "Apache-2.0",
      "raw_spdx": "Apache-2.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v2.21.1",
          "kind": "patch",
          "published_at": "2023-10-19T20:54:48Z"
        },
        {
          "tag": "v2.21.0",
          "kind": "minor",
          "published_at": "2023-07-05T19:26:15Z"
        },
        {
          "tag": "v2.20.1",
          "kind": "patch",
          "published_at": "2023-07-05T15:00:20Z"
        },
        {
          "tag": "v2.20.0",
          "kind": "minor",
          "published_at": "2023-06-01T10:45:49Z"
        },
        {
          "tag": "v2.19.0",
          "kind": "minor",
          "published_at": "2023-03-27T15:50:33Z"
        },
        {
          "tag": "v2.18.0",
          "kind": "minor",
          "published_at": "2023-02-28T23:41:08Z"
        },
        {
          "tag": "v2.17.3",
          "kind": "patch",
          "published_at": "2023-02-02T23:10:35Z"
        },
        {
          "tag": "v2.17.2",
          "kind": "patch",
          "published_at": "2023-02-01T14:52:20Z"
        },
        {
          "tag": "v2.17.1",
          "kind": "patch",
          "published_at": "2023-01-23T16:06:40Z"
        },
        {
          "tag": "v2.17.0",
          "kind": "minor",
          "published_at": "2023-01-17T23:52:00Z"
        },
        {
          "tag": "v2.16.2",
          "kind": "patch",
          "published_at": "2022-10-10T16:20:00Z"
        },
        {
          "tag": "v2.16.1",
          "kind": "patch",
          "published_at": "2022-10-05T16:47:41Z"
        },
        {
          "tag": "v2.16.0",
          "kind": "minor",
          "published_at": "2022-10-03T16:59:26Z"
        },
        {
          "tag": "v2.15.1",
          "kind": "patch",
          "published_at": "2022-08-15T14:22:21Z"
        },
        {
          "tag": "v2.15.0",
          "kind": "minor",
          "published_at": "2022-07-14T20:53:36Z"
        },
        {
          "tag": "v1.3.4",
          "kind": "patch",
          "published_at": "2022-06-09T16:12:51Z"
        },
        {
          "tag": "v2.14.1",
          "kind": "patch",
          "published_at": "2022-06-07T11:09:45Z"
        },
        {
          "tag": "v2.14.0",
          "kind": "minor",
          "published_at": "2022-05-19T12:28:09Z"
        },
        {
          "tag": "v1.3.3",
          "kind": "patch",
          "published_at": "2022-04-04T17:43:48Z"
        },
        {
          "tag": "v2.13.1",
          "kind": "patch",
          "published_at": "2022-03-07T16:39:35Z"
        },
        {
          "tag": "v2.13.0",
          "kind": "minor",
          "published_at": "2022-02-28T22:50:46Z"
        },
        {
          "tag": "v2.12.0",
          "kind": "minor",
          "published_at": "2022-01-18T16:03:49Z"
        },
        {
          "tag": "v2.11.1",
          "kind": "patch",
          "published_at": "2021-11-02T15:33:15Z"
        },
        {
          "tag": "v2.11.0",
          "kind": "minor",
          "published_at": "2021-10-26T15:33:01Z"
        },
        {
          "tag": "v2.10.0",
          "kind": "minor",
          "published_at": "2021-10-11T21:02:57Z"
        },
        {
          "tag": "v2.9.3",
          "kind": "patch",
          "published_at": "2021-10-05T10:35:00Z"
        },
        {
          "tag": "v2.9.2",
          "kind": "patch",
          "published_at": "2021-09-30T15:48:07Z"
        },
        {
          "tag": "v2.9.1",
          "kind": "patch",
          "published_at": "2021-09-27T14:47:56Z"
        },
        {
          "tag": "v2.9.0",
          "kind": "minor",
          "published_at": "2021-09-20T19:02:43Z"
        },
        {
          "tag": "v2.8.0",
          "kind": "minor",
          "published_at": "2021-08-30T17:32:51Z"
        },
        {
          "tag": "v2.7.0",
          "kind": "minor",
          "published_at": "2021-08-10T15:03:37Z"
        },
        {
          "tag": "v2.6.0",
          "kind": "minor",
          "published_at": "2021-07-28T17:17:39Z"
        },
        {
          "tag": "v2.5.1",
          "kind": "patch",
          "published_at": "2021-07-21T23:03:17Z"
        },
        {
          "tag": "v2.5.0",
          "kind": "minor",
          "published_at": "2021-07-01T16:18:08Z"
        },
        {
          "tag": "v2.4.1",
          "kind": "patch",
          "published_at": "2021-06-23T17:32:45Z"
        },
        {
          "tag": "v2.4.0",
          "kind": "minor",
          "published_at": "2021-05-24T16:02:57Z"
        },
        {
          "tag": "v2.3.0",
          "kind": "minor",
          "published_at": "2021-04-14T15:32:52Z"
        },
        {
          "tag": "v2.2.1",
          "kind": "patch",
          "published_at": "2021-03-31T23:18:06Z"
        },
        {
          "tag": "v2.2.0",
          "kind": "minor",
          "published_at": "2021-03-22T15:02:48Z"
        },
        {
          "tag": "v2.1.0",
          "kind": "minor",
          "published_at": "2021-03-01T16:33:13Z"
        },
        {
          "tag": "v2.0.1",
          "kind": "patch",
          "published_at": "2020-11-16T23:17:13Z"
        },
        {
          "tag": "v2.0.0",
          "kind": "major",
          "published_at": "2020-09-24T15:47:01Z"
        },
        {
          "tag": "v1.3.2",
          "kind": "patch",
          "published_at": "2020-02-03T23:46:40Z"
        },
        {
          "tag": "v1.3.1",
          "kind": "patch",
          "published_at": "2019-12-19T01:30:18Z"
        },
        {
          "tag": "v1.3.0",
          "kind": "minor",
          "published_at": "2019-12-19T01:30:47Z"
        },
        {
          "tag": "v1.2.0",
          "kind": "minor",
          "published_at": "2019-12-19T01:31:03Z"
        },
        {
          "tag": "v1.1.0",
          "kind": "minor",
          "published_at": "2019-12-19T01:31:17Z"
        },
        {
          "tag": "v1.0.0",
          "kind": "major",
          "published_at": "2019-12-19T01:31:41Z"
        },
        {
          "tag": "v0.36.3",
          "kind": "patch",
          "published_at": "2019-12-19T01:32:14Z"
        },
        {
          "tag": "v0.36.1",
          "kind": "patch",
          "published_at": "2019-12-19T01:32:47Z"
        },
        {
          "tag": "v0.36.0",
          "kind": "minor",
          "published_at": "2019-12-19T01:33:09Z"
        },
        {
          "tag": "v0.35.0",
          "kind": "minor",
          "published_at": "2019-12-19T01:33:28Z"
        },
        {
          "tag": "v0.34.0",
          "kind": "minor",
          "published_at": "2019-12-19T01:33:54Z"
        },
        {
          "tag": "v0.33.0",
          "kind": "minor",
          "published_at": "2019-12-19T01:34:11Z"
        },
        {
          "tag": "v0.32.1",
          "kind": "patch",
          "published_at": "2019-12-19T01:41:43Z"
        },
        {
          "tag": "v0.32.0",
          "kind": "minor",
          "published_at": "2020-01-15T19:30:13Z"
        },
        {
          "tag": "v0.31.0",
          "kind": "minor",
          "published_at": "2020-01-15T19:30:42Z"
        },
        {
          "tag": "v0.30.0",
          "kind": "minor",
          "published_at": "2020-01-15T19:30:54Z"
        },
        {
          "tag": "v0.29.0",
          "kind": "minor",
          "published_at": "2020-01-15T19:31:31Z"
        },
        {
          "tag": "v0.28.0",
          "kind": "minor",
          "published_at": "2020-01-15T19:31:49Z"
        },
        {
          "tag": "v0.27.1",
          "kind": "patch",
          "published_at": "2020-01-15T19:32:41Z"
        },
        {
          "tag": "v0.27.0",
          "kind": "minor",
          "published_at": "2020-01-15T19:32:56Z"
        },
        {
          "tag": "v0.26.0",
          "kind": "minor",
          "published_at": "2020-01-15T19:33:15Z"
        },
        {
          "tag": "v0.25.1",
          "kind": "patch",
          "published_at": "2020-01-15T19:33:34Z"
        },
        {
          "tag": "v0.25.0",
          "kind": "minor",
          "published_at": "2020-01-15T19:33:50Z"
        },
        {
          "tag": "v0.24.0",
          "kind": "minor",
          "published_at": "2020-01-15T19:34:24Z"
        },
        {
          "tag": "v0.23.0",
          "kind": "minor",
          "published_at": "2020-01-15T19:34:39Z"
        },
        {
          "tag": "v0.22.0",
          "kind": "minor",
          "published_at": "2020-01-15T19:34:52Z"
        },
        {
          "tag": "v0.21.0",
          "kind": "minor",
          "published_at": "2020-01-15T19:35:32Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "f6ce7ee6bdaf30477cc1188ec3b0d933b62a5255",
          "body": "… files (#553)",
          "is_bot": false,
          "headline": "build: update README to indicate that source has moved and delete all…",
          "author_name": "Anthonios Partheniou",
          "author_login": "parthea",
          "committed_at": "2023-10-31T19:37:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "09cf275de920d169c26b8ed364d9e3abb18f8781",
          "body": "* chore: Update gapic-generator-python to v1.11.7\r\n\r\nPiperOrigin-RevId: 573230664\r\n\r\nSource-Link: https://github.com/googleapis/googleapis/commit/93beed334607e70709cc60e6145be65fdc8ec386\r\n\r\nSource-Link: https://github.com/googleapis/googleapis-gen/commit/f4a4edaa8057639fcf6adf9179872280d1a8f651\r\nCop\n[…]\no-automation-bots/blob/main/packages/owl-bot/README.md\r\n\r\n---------\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>\r\nCo-authored-by: Anthonios Partheniou <partheniou@google.com>",
          "is_bot": true,
          "headline": "chore: Update gapic-generator-python to v1.11.9 (#547)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2023-10-20T14:17:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4def015912313a6d99af1e9c91290c33c3ae81d9",
          "body": "Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(main): release 2.21.1 (#540)",
          "author_name": "release-please[bot]",
          "author_login": "release-please[bot]",
          "committed_at": "2023-10-19T20:54:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5dd097ac50b850f328d188b3a21c028dd4e4f22b",
          "body": "…546)\n\nSource-Link: https://github.com/googleapis/synthtool/commit/0c7b0333f44b2b7075447f43a121a12d15a7b76a\r\nPost-Processor: gcr.io/cloud-devrel-public-resources/owlbot-python:latest@sha256:08e34975760f002746b1d8c86fdc90660be45945ee6d9db914d1508acdf9a547\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: [autoapprove] Update `black` and `isort` to latest versions (#…",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2023-10-09T14:53:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ec08b94304cebcf405a2be8a7679a8a6561c68cf",
          "body": "Bumps [urllib3](https://togithub.com/urllib3/urllib3) from 1.26.12 to 1.26.17.\n<details>\n<summary>Release notes</summary>\n<p><em>Sourced from <a href=\"https://togithub.com/urllib3/urllib3/releases\">urllib3's releases</a>.</em></p>\n<blockquote>\n<h2>1.26.17</h2>\n<ul>\n<li>Added the <code>Cookie</code> \n[…]\nen the PR or upgrade to it yourself)\nYou can disable automated security fix PRs for this repo from the [Security Alerts page](https://togithub.com/googleapis/python-speech/network/alerts).\n\n</details>",
          "is_bot": true,
          "headline": "chore(deps): bump urllib3 from 1.26.12 to 1.26.17 in /.kokoro (#545)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2023-10-06T00:20:17Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "879c3cdba84b99ec151af21c961d1c87d8eca920",
          "body": "Source-Link: https://github.com/googleapis/synthtool/commit/dede53ff326079b457cfb1aae5bbdc82cbb51dc3\r\nPost-Processor: gcr.io/cloud-devrel-public-resources/owlbot-python:latest@sha256:fac304457974bb530cc5396abd4ab25d26a469cd3bc97cbfb18c8d4324c584eb\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: [autoapprove] bump cryptography from 41.0.3 to 41.0.4 (#544)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2023-10-04T23:10:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7342cd51e12ac8b39c070778ad363c09f0950f41",
          "body": "* docs: Minor formatting\r\nchore: Update gapic-generator-python to v1.11.5\r\nbuild: Update rules_python to 0.24.0\r\n\r\nPiperOrigin-RevId: 563436317\r\n\r\nSource-Link: https://github.com/googleapis/googleapis/commit/42fd37b18d706f6f51f52f209973b3b2c28f509a\r\n\r\nSource-Link: https://github.com/googleapis/googl\n[…]\nOwlBot post-processor\r\n\r\nSee https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md\r\n\r\n---------\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "docs: Minor formatting (#539)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2023-09-13T22:51:05Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "67e62360d63665de7f392686d31ba5d230546268",
          "body": "Source-Link: https://github.com/googleapis/synthtool/commit/352b9d4c068ce7c05908172af128b294073bf53c\r\nPost-Processor: gcr.io/cloud-devrel-public-resources/owlbot-python:latest@sha256:3e3800bb100af5d7f9e810d48212b37812c1856d20ffeafb99ebe66461b61fc7\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build: [autoapprove] bump cryptography from 41.0.2 to 41.0.3 (#536)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2023-08-03T14:24:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ea0da105e762e0725627e8601df9a3c50c95e7b7",
          "body": "Source-Link: https://github.com/googleapis/synthtool/commit/0ddbff8012e47cde4462fe3f9feab01fbc4cdfd6\r\nPost-Processor: gcr.io/cloud-devrel-public-resources/owlbot-python:latest@sha256:bced5ca77c4dda0fd2f5d845d4035fc3c5d3d6b81f245246a36aee114970082b\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: [autoapprove] Pin flake8 version (#534)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2023-08-01T20:15:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3b1e01e5dff25a984c9b4af0b6a8119b6a12b7eb",
          "body": "…#533)\n\nSource-Link: https://github.com/googleapis/synthtool/commit/395d53adeeacfca00b73abf197f65f3c17c8f1e9\r\nPost-Processor: gcr.io/cloud-devrel-public-resources/owlbot-python:latest@sha256:6c1cbc75c74b8bdd71dada2fa1677e9d6d78a889e9a70ee75b93d1d0543f96e1\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): [autoapprove] bump certifi from 2022.12.7 to 2023.7.22 (…",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2023-07-26T11:03:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eaa9ed84f5541b92274b6a86a77b1cefdb930647",
          "body": "Source-Link: https://github.com/googleapis/synthtool/commit/eaef28efd179e6eeb9f4e9bf697530d074a6f3b9\r\nPost-Processor: gcr.io/cloud-devrel-public-resources/owlbot-python:latest@sha256:f8ca7655fa8a449cadcabcbce4054f593dcbae7aeeab34aa3fcc8b5cf7a93c9e\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): [autoapprove] bump pygments from 2.13.0 to 2.15.0 (#531)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2023-07-21T13:30:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "208188853cf275ebc5d23628d530e63e60a29390",
          "body": "…529)\n\nSource-Link: https://github.com/googleapis/synthtool/commit/d6103f4a3540ba60f633a9e25c37ec5fe7e6286d\r\nPost-Processor: gcr.io/cloud-devrel-public-resources/owlbot-python:latest@sha256:39f0f3f2be02ef036e297e376fe3b6256775576da8a6ccb1d5eeb80f4c8bf8fb\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): [autoapprove] bump cryptography from 41.0.0 to 41.0.2 (#…",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2023-07-17T16:58:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "85adda555f1e1fc25aba5fc86712262237bbd050",
          "body": "* chore: Update gapic-generator-python to v1.11.3\r\n\r\nPiperOrigin-RevId: 546899192\r\n\r\nSource-Link: https://github.com/googleapis/googleapis/commit/e6b16918b98fe1a35f725b56537354f22b6cdc48\r\n\r\nSource-Link: https://github.com/googleapis/googleapis-gen/commit/0b3917c421cbda7fcb67092e16c33f3ea46f4bc7\r\nCop\n[…]\nOwlBot post-processor\r\n\r\nSee https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md\r\n\r\n---------\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: Update gapic-generator-python to v1.11.3 (#527)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2023-07-10T19:13:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "be0efab0776d0cf533e0678046fddfceb2d94517",
          "body": "* chore: Update gapic-generator-python to v1.11.2\r\n\r\nPiperOrigin-RevId: 546510849\r\n\r\nSource-Link: https://github.com/googleapis/googleapis/commit/736073ad9a9763a170eceaaa54519bcc0ea55a5e\r\n\r\nSource-Link: https://github.com/googleapis/googleapis-gen/commit/deb64e8ec19d141e31089fe932b3a997ad541c4d\r\nCop\n[…]\nOwlBot post-processor\r\n\r\nSee https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md\r\n\r\n---------\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: Update gapic-generator-python to v1.11.2 (#526)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2023-07-10T13:43:06Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6ca5097b8cecac11c341ad3601de07f4dff40ae0",
          "body": "Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(main): release 2.21.0 (#525)",
          "author_name": "release-please[bot]",
          "author_login": "release-please[bot]",
          "committed_at": "2023-07-05T19:25:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "65971c547587cb85e752b25a836e0a7ac41eee48",
          "body": "…message + enable default `_` recognizer (#524)\n\n* feat: add `model` and `language_codes` fields in `RecognitionConfig` message + enable default `_` recognizer\r\n\r\nEnables specifying `model` and `language_codes` in requests without having to specify them in the Recognizer (they can still be specified\n[…]\nOwlBot post-processor\r\n\r\nSee https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md\r\n\r\n---------\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "feat: add `model` and `language_codes` fields in `RecognitionConfig` …",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2023-07-05T19:16:34Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ca1a415a593cf9d89514f322b63c7fc78b82e696",
          "body": "Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(main): release 2.20.1 (#523)",
          "author_name": "release-please[bot]",
          "author_login": "release-please[bot]",
          "committed_at": "2023-07-05T15:00:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d473ad3c9e272b13d54014e8d3aca4871e4fd270",
          "body": "* fix: Add async context manager return types\r\n\r\nchore: Mock return_value should not populate oneof message fields\r\n\r\nchore: Support snippet generation for services that only support REST transport\r\n\r\nchore: Update gapic-generator-python to v1.11.0\r\nPiperOrigin-RevId: 545430278\r\n\r\nSource-Link: https\n[…]\nOwlBot post-processor\r\n\r\nSee https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md\r\n\r\n---------\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "fix: Add async context manager return types (#522)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2023-07-04T17:17:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dd6e79437c88ec956c568870182824aa5268e686",
          "body": "Source-Link: https://github.com/googleapis/synthtool/commit/cb960373d12d20f8dc38beee2bf884d49627165e\r\nPost-Processor: gcr.io/cloud-devrel-public-resources/owlbot-python:latest@sha256:2d816f26f728ac8b24248741e7d4c461c09764ef9f7be3684d557c9632e46dbd\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: store artifacts in placer (#521)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2023-06-29T16:10:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d58f8861d2e32bd594c9cc97d602601438a3e9cd",
          "body": "Source-Link: https://github.com/googleapis/synthtool/commit/909573ce9da2819eeb835909c795d29aea5c724e\r\nPost-Processor: gcr.io/cloud-devrel-public-resources/owlbot-python:latest@sha256:ddf4551385d566771dc713090feb7b4c1164fb8a698fe52bbe7670b24236565b\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: remove pinned Sphinx version [autoapprove] (#520)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2023-06-28T15:50:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "452f4c82243bbcacd860ae18d0b5c3f30d8e1b85",
          "body": "…p/templates/python_library/.kokoro (#519)\n\nSource-Link: https://github.com/googleapis/synthtool/commit/d0f51a0c2a9a6bcca86911eabea9e484baadf64b\r\nPost-Processor: gcr.io/cloud-devrel-public-resources/owlbot-python:latest@sha256:240b5bcc2bafd450912d2da2be15e62bc6de2cf839823ae4bf94d4f392b451dc\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump cryptography from 39.0.1 to 41.0.0 in /synthtool/gc…",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2023-06-03T22:08:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "84983d0a45576225e7443fca831e2bb2887a9543",
          "body": "Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(main): release 2.20.0 (#515)",
          "author_name": "release-please[bot]",
          "author_login": "release-please[bot]",
          "committed_at": "2023-06-01T10:45:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "23a5e8ebce3b35de4caf00965bef8c1425f51237",
          "body": "…mplates/python_library/.kokoro (#517)\n\nSource-Link: https://github.com/googleapis/synthtool/commit/30bd01b4ab78bf1b2a425816e15b3e7e090993dd\r\nPost-Processor: gcr.io/cloud-devrel-public-resources/owlbot-python:latest@sha256:9bc5fa3b62b091f60614c08a7fb4fd1d3e1678e326f34dd66ce1eefb5dc3267b\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump requests from 2.28.1 to 2.31.0 in /synthtool/gcp/te…",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2023-05-25T16:36:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5bbf3a4f4c758c76502ad3f0a8ce03604ef86c14",
          "body": "* feat: add processing strategy to batch recognition requests\r\n\r\nPiperOrigin-RevId: 530882015\r\n\r\nSource-Link: https://github.com/googleapis/googleapis/commit/189bdfa76e674f4067e3c183c067aa353fb3aca3\r\n\r\nSource-Link: https://github.com/googleapis/googleapis-gen/commit/64c7a843afdda8c651ffca6e1a374ac78\n[…]\nOwlBot post-processor\r\n\r\nSee https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md\r\n\r\n---------\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "feat(v2): add processing strategy to batch recognition requests (#514)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2023-05-10T15:53:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4c2a6fd82d66fbbe2ddc24e222a2415ecd8def20",
          "body": "* test: use mock from unittest\r\n\r\n* Use `from unittest import mock`",
          "is_bot": false,
          "headline": "test: use mock from unittest (#513)",
          "author_name": "Anthonios Partheniou",
          "author_login": "parthea",
          "committed_at": "2023-04-18T15:26:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c3795e734a6430bd4052ed61f29b8b79b79120ff",
          "body": "Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(main): release 2.19.0 (#510)",
          "author_name": "release-please[bot]",
          "author_login": "release-please[bot]",
          "committed_at": "2023-03-27T15:50:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1edd640b6493f4ed499acc08b8dbd4edd108ed28",
          "body": "* docs: Fix formatting of request arg in docstring\r\n\r\nchore: Update gapic-generator-python to v1.9.1\r\nPiperOrigin-RevId: 518604533\r\n\r\nSource-Link: https://github.com/googleapis/googleapis/commit/8a085aeddfa010af5bcef090827aac5255383d7e\r\n\r\nSource-Link: https://github.com/googleapis/googleapis-gen/com\n[…]\nOwlBot post-processor\r\n\r\nSee https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md\r\n\r\n---------\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "docs: Fix formatting of request arg in docstring (#512)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2023-03-23T13:46:11Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2e7ee2dd8a8e3f6feb3cda08cd87e13e7567d4a5",
          "body": "…est (#509)\n\n* feat: Add support for BatchRecognize\r\n\r\nDeprecate the `update_config_request` field in the `OperationMetadata` message, which was never used and is output only.\r\n\r\nPiperOrigin-RevId: 517976288\r\n\r\nSource-Link: https://github.com/googleapis/googleapis/commit/7ee7867d60d1e16587f184788bdd\n[…]\nOwlBot post-processor\r\n\r\nSee https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md\r\n\r\n---------\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "docs: fix the resource name format in comment for CreatePhraseSetRequ…",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2023-03-20T22:35:01Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e67e49615ea57d6f55a4b7ba54fc3e908ee37344",
          "body": "Source-Link: https://github.com/googleapis/synthtool/commit/92006bb3cdc84677aa93c7f5235424ec2b157146\r\nPost-Processor: gcr.io/cloud-devrel-public-resources/owlbot-python:latest@sha256:2e247c7bf5154df7f98cce087a20ca7605e236340c7d6d1a14447e5c06791bd6\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): Update nox in .kokoro/requirements.in [autoapprove] (#507)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2023-03-16T12:23:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c3ab29c5e80b1ba03684781da57dd54b26628899",
          "body": "* chore: delete handwritten samples\n\n* merge fix?\n\n* moar fix\n\n* 🦉 Updates from OwlBot post-processor\n\nSee https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md\n\n* 🦉 Updates from OwlBot post-processor\n\nSee https://github.com/googleapis/repo-automation-bots/blob/main\n[…]\nbot/README.md\n\n* Update samples/snippets/README.rst\n\n---------\n\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>\nCo-authored-by: Dan Lee <71398022+dandhlee@users.noreply.github.com>",
          "is_bot": false,
          "headline": "chore: delete handwritten samples (#504)",
          "author_name": "Eric Schmidt",
          "author_login": "telpirion",
          "committed_at": "2023-03-03T01:14:42Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "53843777ade1904f1305271766ae4bbc408890f0",
          "body": null,
          "is_bot": false,
          "headline": "chore(deps): update dependency google-cloud-speech to v2.18.0 (#501)",
          "author_name": "Mend Renovate",
          "author_login": "renovate-bot",
          "committed_at": "2023-03-01T10:25:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d014ecb3e9d1b5281f085550f4de92fbb955ef38",
          "body": "Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(main): release 2.18.0 (#499)",
          "author_name": "release-please[bot]",
          "author_login": "release-please[bot]",
          "committed_at": "2023-02-28T23:40:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a20d0f15a81e0ad9190f48cb4bc21b3580b7e1f0",
          "body": "…event type (#497)\n\n* feat: enable \"rest\" transport in Python for services supporting numeric enums\r\n\r\nPiperOrigin-RevId: 508143576\r\n\r\nSource-Link: https://github.com/googleapis/googleapis/commit/7a702a989db3b413f39ff8994ca53fb38b6928c2\r\n\r\nSource-Link: https://github.com/googleapis/googleapis-gen/co\n[…]\ns/repo-automation-bots/blob/main/packages/owl-bot/README.md\r\n\r\n---------\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>\r\nCo-authored-by: Victor Chudnovsky <vchudnov@google.com>",
          "is_bot": true,
          "headline": "feat: Voice Activity Detection - adding speech event time and speech …",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2023-02-28T11:51:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ce2d044f4c8fec03e936fd732b01083fa2eca5ef",
          "body": "* chore(python): upgrade gcp-releasetool in .kokoro [autoapprove]\r\n\r\nSource-Link: https://github.com/googleapis/synthtool/commit/5f2a6089f73abf06238fe4310f6a14d6f6d1eed3\r\nPost-Processor: gcr.io/cloud-devrel-public-resources/owlbot-python:latest@sha256:8555f0e37e6261408f792bfd6635102d2da5ad73f8f09bcb24f25e6afb5fac97\r\n\r\n* trigger ci\r\n\r\n---------\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>\r\nCo-authored-by: Anthonios Partheniou <partheniou@google.com>",
          "is_bot": true,
          "headline": "chore(python): upgrade gcp-releasetool in .kokoro [autoapprove] (#498)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2023-02-27T20:29:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f7bcdc29a44b287bfae201d21e0ac50636c9f586",
          "body": "…p/templates/python_library/.kokoro (#496)\n\nSource-Link: https://togithub.com/googleapis/synthtool/commit/bb171351c3946d3c3c32e60f5f18cee8c464ec51\nPost-Processor: gcr.io/cloud-devrel-public-resources/owlbot-python:latest@sha256:f62c53736eccb0c4934a3ea9316e0d57696bb49c1a7c86c726e9bb8a2f87dadf",
          "is_bot": true,
          "headline": "build(deps): bump cryptography from 38.0.3 to 39.0.1 in /synthtool/gc…",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2023-02-08T15:22:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d333efc4ea3dcac88abba9c04fb37e91e31f1fef",
          "body": "* chore: Update gapic-generator-python to v1.8.4\r\n\r\nPiperOrigin-RevId: 507808936\r\n\r\nSource-Link: https://github.com/googleapis/googleapis/commit/64cf8492b21778ce62c66ecee81b468a293bfd4c\r\n\r\nSource-Link: https://github.com/googleapis/googleapis-gen/commit/53c48cac153d3b37f3d2c2dec4830cfd91ec4153\r\nCopy\n[…]\nOwlBot post-processor\r\n\r\nSee https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md\r\n\r\n---------\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: Update gapic-generator-python to v1.8.4 (#494)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2023-02-07T20:17:20Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0dab81f3b8a7eeab07a845eabe17dbc6a1910e12",
          "body": null,
          "is_bot": false,
          "headline": "chore(deps): update dependency google-cloud-speech to v2.17.3 (#493)",
          "author_name": "Mend Renovate",
          "author_login": "renovate-bot",
          "committed_at": "2023-02-03T11:17:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "72229e3ff3a08316ed01f71085b35a138d8311a2",
          "body": "Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(main): release 2.17.3 (#492)",
          "author_name": "release-please[bot]",
          "author_login": "release-please[bot]",
          "committed_at": "2023-02-02T23:10:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8a2a41ad40c5dd6282b4774b13b62a1af85f7f15",
          "body": "* docs: Clarified boost usage\r\n\r\nPiperOrigin-RevId: 506405333\r\n\r\nSource-Link: https://github.com/googleapis/googleapis/commit/c8a382b9980b59a241a561aef1599980209a5e87\r\n\r\nSource-Link: https://github.com/googleapis/googleapis-gen/commit/655941e193fa93cbb2eac7ad5cd2b943b3cf287e\r\nCopy-Tag: eyJwIjoiLmdpd\n[…]\nOwlBot post-processor\r\n\r\nSee https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md\r\n\r\n---------\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "docs(v1): Clarified boost usage (#491)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2023-02-02T11:33:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f9fbc2acb92c4bafcdd41005a6c0471a4dea55a5",
          "body": null,
          "is_bot": false,
          "headline": "chore(deps): update dependency google-cloud-speech to v2.17.2 (#490)",
          "author_name": "Mend Renovate",
          "author_login": "renovate-bot",
          "committed_at": "2023-02-01T17:00:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "74ebcc2da89f197d922ea95b890e95fb3b78eaad",
          "body": "Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(main): release 2.17.2 (#487)",
          "author_name": "release-please[bot]",
          "author_login": "release-please[bot]",
          "committed_at": "2023-02-01T14:52:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "816b02b9b50ffb9d35d635ab81e57b7319533a19",
          "body": "Source-Link: https://togithub.com/googleapis/synthtool/commit/26c7505b2f76981ec1707b851e1595c8c06e90fc\nPost-Processor: gcr.io/cloud-devrel-public-resources/owlbot-python:latest@sha256:f946c75373c2b0040e8e318c5e85d0cf46bc6e61d0a01f3ef94d8de974ac6790",
          "is_bot": true,
          "headline": "chore: fix prerelease_deps nox session [autoapprove] (#488)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2023-01-30T16:40:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e75f4a26db936b6646240cdca158eb5f7b15b314",
          "body": "* chore: Update gapic-generator-python to v1.8.2\r\n\r\nPiperOrigin-RevId: 504289125\r\n\r\nSource-Link: https://github.com/googleapis/googleapis/commit/38a48a44a44279e9cf9f2f864b588958a2d87491\r\n\r\nSource-Link: https://github.com/googleapis/googleapis-gen/commit/b2dc22663dbe47a972c8d8c2f8a4df013dafdcbc\r\nCopy\n[…]\nUpdates from OwlBot post-processor\r\n\r\nSee https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "docs: Clarify boost usage in Reference (#486)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2023-01-25T17:47:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c8fc9de54a04cde1afbe05a350befcae1329c1fa",
          "body": null,
          "is_bot": false,
          "headline": "chore(deps): update dependency google-cloud-speech to v2.17.1 (#485)",
          "author_name": "Mend Renovate",
          "author_login": "renovate-bot",
          "committed_at": "2023-01-24T15:07:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4e7a433c0af034d0fc2e207bdc090b6b8e90d521",
          "body": "Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(main): release 2.17.1 (#484)",
          "author_name": "release-please[bot]",
          "author_login": "release-please[bot]",
          "committed_at": "2023-01-23T16:06:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ed80330f0d3427a17bc0c43a9b84a9f535e82d6d",
          "body": "* docs: Add documentation for enums\r\n\r\nfix: Add context manager return types\r\n\r\nchore: Update gapic-generator-python to v1.8.1\r\nPiperOrigin-RevId: 503210727\r\n\r\nSource-Link: https://github.com/googleapis/googleapis/commit/a391fd1dac18dfdfa00c18c8404f2c3a6ff8e98e\r\n\r\nSource-Link: https://github.com/goo\n[…]\nUpdates from OwlBot post-processor\r\n\r\nSee https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "docs: Add documentation for enums (#483)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2023-01-23T15:23:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0585edf1f62fc14b3ebe97b2eb752b58ea83c7cf",
          "body": null,
          "is_bot": false,
          "headline": "chore(deps): update dependency google-cloud-speech to v2.17.0 (#481)",
          "author_name": "Mend Renovate",
          "author_login": "renovate-bot",
          "committed_at": "2023-01-18T00:31:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5654b6cd26c13c5b6d9d52512a09f35954b18fc0",
          "body": "Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(main): release 2.17.0 (#461)",
          "author_name": "release-please[bot]",
          "author_login": "release-please[bot]",
          "committed_at": "2023-01-17T23:51:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8b144db099c94077ce21b7573e967c3a74ad5917",
          "body": null,
          "is_bot": false,
          "headline": "chore(deps): update dependency pytest to v7.2.1 (#480)",
          "author_name": "Mend Renovate",
          "author_login": "renovate-bot",
          "committed_at": "2023-01-16T15:27:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "487242f3beff810c2892b1b52b3e097bf3c7339e",
          "body": "* feat: Add support for python 3.11\r\n\r\nchore: Update gapic-generator-python to v1.8.0\r\nPiperOrigin-RevId: 500768693\r\n\r\nSource-Link: https://github.com/googleapis/googleapis/commit/190b612e3d0ff8f025875a669e5d68a1446d43c1\r\n\r\nSource-Link: https://github.com/googleapis/googleapis-gen/commit/7bf29a414b9\n[…]\nUpdates from OwlBot post-processor\r\n\r\nSee https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "feat: Add support for python 3.11 (#478)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2023-01-10T13:58:55Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "23ab2f39a3a28f1fa03d5ec24a43c77a4328b644",
          "body": null,
          "is_bot": false,
          "headline": "chore(deps): update dependency mock to v5.0.1 (#477)",
          "author_name": "Mend Renovate",
          "author_login": "renovate-bot",
          "committed_at": "2023-01-09T18:39:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bd99e09b225c10bd01a15d62eccbf7fd848e116a",
          "body": "Source-Link: https://github.com/googleapis/synthtool/commit/7197a001ffb6d8ce7b0b9b11c280f0c536c1033a\r\nPost-Processor: gcr.io/cloud-devrel-public-resources/owlbot-python:latest@sha256:c43f1d918bcf817d337aa29ff833439494a158a0831508fda4ec75dc4c0d0320\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(python): add support for python 3.11 (#475)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2023-01-06T19:21:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ca28974906ca3ad10a85978b03594aaa4b181f8d",
          "body": "* feat: Added ABNF Grammars field in Speech Adaptation\r\n    * Added a new field to Speech Adaptation to specify ABNF grammar\r\n      definitions\r\n\r\nPiperOrigin-RevId: 499896786\r\n\r\nSource-Link: https://github.com/googleapis/googleapis/commit/ba57145ea81b543ed8e4424abda2ff0cc7ad6351\r\n\r\nSource-Link: htt\n[…]\nUpdates from OwlBot post-processor\r\n\r\nSee https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "feat(v1): Added ABNF Grammars field in Speech Adaptation (#474)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2023-01-05T20:45:06Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "23f2634fdaa2e75f3b2756efeb5bd63f4517c005",
          "body": null,
          "is_bot": false,
          "headline": "chore(deps): update all dependencies (#473)",
          "author_name": "Mend Renovate",
          "author_login": "renovate-bot",
          "committed_at": "2023-01-05T17:05:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c2a079c29c9c53e9da6736303b63f7985b59949a",
          "body": "* chore: update to gapic-generator-python 1.5.0\r\n\r\nfeat: add support for `google.cloud.<api>.__version__`\r\nPiperOrigin-RevId: 484665853\r\n\r\nSource-Link: https://github.com/googleapis/googleapis/commit/8eb249a19db926c2fbc4ecf1dc09c0e521a88b22\r\n\r\nSource-Link: https://github.com/googleapis/googleapis-ge\n[…]\npackages/owl-bot/README.md\r\n\r\n* add gapic_version.py\r\n\r\n* fix build\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>\r\nCo-authored-by: Anthonios Partheniou <partheniou@google.com>",
          "is_bot": true,
          "headline": "feat: Added new fields to facilitate debugging (#465)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2022-12-15T23:13:33Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "684224c99a5cb1ccc614ebd516800bda40cd198e",
          "body": "Co-authored-by: Anthonios Partheniou <partheniou@google.com>",
          "is_bot": false,
          "headline": "chore(deps): update dependency google-cloud-storage to v2.7.0 (#471)",
          "author_name": "Mend Renovate",
          "author_login": "renovate-bot",
          "committed_at": "2022-12-15T22:20:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f06e8cf924c2f63eacef4071039f45553e460aab",
          "body": "…cp/templates/python_library/.kokoro (#472)\n\nSource-Link: https://github.com/googleapis/synthtool/commit/b4fe62efb5114b6738ad4b13d6f654f2bf4b7cc0\r\nPost-Processor: gcr.io/cloud-devrel-public-resources/owlbot-python:latest@sha256:3bf87e47c2173d7eed42714589dc4da2c07c3268610f1e47f8e1a30decbfc7f1\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "build(deps): bump certifi from 2022.9.24 to 2022.12.7 in /synthtool/g…",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2022-12-08T19:44:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d7557395a0d6e29cc17d371ffdd87700182367a0",
          "body": "Source-Link: https://github.com/googleapis/synthtool/commit/6ed3a831cb9ff69ef8a504c353e098ec0192ad93\r\nPost-Processor: gcr.io/cloud-devrel-public-resources/owlbot-python:latest@sha256:3abfa0f1886adaf0b83f07cb117b24a639ea1cb9cffe56d43280b977033563eb\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>\r\nCo-authored-by: Anthonios Partheniou <partheniou@google.com>",
          "is_bot": true,
          "headline": "chore(python): drop flake8-import-order in samples noxfile (#470)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2022-11-27T11:45:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e5126822071c1c7a10b4062ace02f3abc5a03d03",
          "body": "Co-authored-by: Anthonios Partheniou <partheniou@google.com>",
          "is_bot": false,
          "headline": "chore(deps): update dependency google-cloud-storage to v2.6.0 (#467)",
          "author_name": "Mend Renovate",
          "author_login": "renovate-bot",
          "committed_at": "2022-11-26T23:48:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b067213880ce9449ab868543c50ebaee91f3f424",
          "body": "* chore(python): update release script dependencies\r\n\r\nSource-Link: https://github.com/googleapis/synthtool/commit/25083af347468dd5f90f69627420f7d452b6c50e\r\nPost-Processor: gcr.io/cloud-devrel-public-resources/owlbot-python:latest@sha256:e6cbd61f1838d9ff6a31436dfc13717f372a7482a82fc1863ca954ec47bff8\n[…]\noogleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>\r\nCo-authored-by: Anthonios Partheniou <partheniou@google.com>",
          "is_bot": true,
          "headline": "chore(python): update release script dependencies [autoapprove] (#469)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2022-11-19T16:11:16Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dc545852005aeac6971102b8d10792c7f78c61be",
          "body": "Source-Link: https://github.com/googleapis/synthtool/commit/e3a1277ac35fc88c09db1930533e24292b132ced\r\nPost-Processor: gcr.io/cloud-devrel-public-resources/owlbot-python:latest@sha256:452901c74a22f9b9a3bd02bce780b8e8805c97270d424684bff809ce5be8c2a2\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(python): update dependencies in .kokoro/requirements.txt (#466)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2022-11-19T15:59:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "06e04a3394c9f2bd3e704c2eae87ed8ad2eb783e",
          "body": null,
          "is_bot": false,
          "headline": "chore(deps): update dependency pytest to v7.2.0 (#464)",
          "author_name": "WhiteSource Renovate",
          "author_login": "renovate-bot",
          "committed_at": "2022-10-26T10:59:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f785ac7ed11340db893f6d43368a4bde1655c5c8",
          "body": "Co-authored-by: AJ Morozoff <amorozoff@google.com>\r\nCo-authored-by: Anthonios Partheniou <partheniou@google.com>",
          "is_bot": false,
          "headline": "docs(samples): Update code samples for adaptation and VAD (#462)",
          "author_name": "Nitsan Shai",
          "author_login": "nitsanshai",
          "committed_at": "2022-10-20T13:05:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "22afd43b934961793850b09779b13f86f2931651",
          "body": "Co-authored-by: Anthonios Partheniou <partheniou@google.com>",
          "is_bot": false,
          "headline": "chore(deps): update dependency google-cloud-speech to v2.16.2 (#459)",
          "author_name": "WhiteSource Renovate",
          "author_login": "renovate-bot",
          "committed_at": "2022-10-18T13:33:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5c99f00a1b15b92ba888e36ca334ad12be854989",
          "body": "Co-authored-by: Nitsan Shai <nshai@google.com>",
          "is_bot": false,
          "headline": "samples: Code samples for Speech-to-Text V2 (#460)",
          "author_name": "Nitsan Shai",
          "author_login": "nitsanshai",
          "committed_at": "2022-10-11T22:54:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3c4d366c5668c573ab3415a11fd75a132d55021d",
          "body": "Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(main): release 2.16.2 (#457)",
          "author_name": "release-please[bot]",
          "author_login": "release-please[bot]",
          "committed_at": "2022-10-10T16:19:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "01f732416cebc4ead860eea1e987afe136018f62",
          "body": "* fix(deps): allow protobuf 3.19.5\r\n\r\n* explicitly exclude protobuf 4.21.0\r\n\r\nCo-authored-by: Victor Chudnovsky <vchudnov@google.com>",
          "is_bot": false,
          "headline": "fix(deps): allow protobuf 3.19.5 (#456)",
          "author_name": "Anthonios Partheniou",
          "author_login": "parthea",
          "committed_at": "2022-10-07T22:30:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5b1ce983f812a63837c8f9338ed46b11e2c21ddc",
          "body": "Co-authored-by: Nitsan Shai <nshai@google.com>\r\nCo-authored-by: nicain <nicain.seattle@gmail.com>",
          "is_bot": false,
          "headline": "docs(samples): add quickstart code sample for STT V2 (#451)",
          "author_name": "Nitsan Shai",
          "author_login": "nitsanshai",
          "committed_at": "2022-10-07T20:33:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4ea3edc7b62b1a815caa7af34383e9cd2eddf5fe",
          "body": "Co-authored-by: Nitsan Shai <nshai@google.com>\r\nCo-authored-by: nicain <nicain.seattle@gmail.com>",
          "is_bot": false,
          "headline": "docs(samples): add create_recognizer code sample (#450)",
          "author_name": "Nitsan Shai",
          "author_login": "nitsanshai",
          "committed_at": "2022-10-07T19:44:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3bbb46dfdfde0f117c725a147ea88074b286bcda",
          "body": "This library contains some handwritten code.  This PR updates the metadata file to reflect that.\r\n\r\nhttps://github.com/googleapis/python-speech/blob/main/google/cloud/speech_v1/helpers.py\r\n\r\nCo-authored-by: Anthonios Partheniou <partheniou@google.com>",
          "is_bot": false,
          "headline": "chore: Update .repo-metadata.json (#455)",
          "author_name": "Yu-Han Liu",
          "author_login": "dizcology",
          "committed_at": "2022-10-06T14:33:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "06997214fedae1948e317da4d8b1b8f6e64c8443",
          "body": null,
          "is_bot": false,
          "headline": "chore(deps): update dependency google-cloud-speech to v2.16.1 (#454)",
          "author_name": "WhiteSource Renovate",
          "author_login": "renovate-bot",
          "committed_at": "2022-10-06T13:34:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e9b971385d20aa1572fbb4492bc08631fb65cb0e",
          "body": "Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(main): release 2.16.1 (#453)",
          "author_name": "release-please[bot]",
          "author_login": "release-please[bot]",
          "committed_at": "2022-10-05T16:47:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "acfb24f69e25c369388675f08e41062f090b4817",
          "body": "* fix: remove SpeechHelpers from STT V2 client library\r\n\r\n* chore: update post processing script\r\n\r\n* chore: clean up post processing script\r\n\r\nCo-authored-by: Nitsan Shai <nshai@google.com>\r\nCo-authored-by: Anthonios Partheniou <partheniou@google.com>",
          "is_bot": false,
          "headline": "fix: remove SpeechHelpers from STT V2 client library (#452)",
          "author_name": "Nitsan Shai",
          "author_login": "nitsanshai",
          "committed_at": "2022-10-05T15:35:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0fc37bca1cfaabafcff408e2641b38edf34c2902",
          "body": null,
          "is_bot": false,
          "headline": "chore(deps): update dependency google-cloud-speech to v2.16.0 (#449)",
          "author_name": "WhiteSource Renovate",
          "author_login": "renovate-bot",
          "committed_at": "2022-10-04T01:09:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a4499b607a2ed35e4c0cc67da9befa736fe12c87",
          "body": "Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(main): release 2.16.0 (#448)",
          "author_name": "release-please[bot]",
          "author_login": "release-please[bot]",
          "committed_at": "2022-10-03T16:59:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b78cda46f7b4cac01578832fb6d9ca07887bea52",
          "body": "* build: enable Speech v2 client library generation\r\n\r\nPiperOrigin-RevId: 477910378\r\n\r\nSource-Link: https://github.com/googleapis/googleapis/commit/3fde7ab75e8161d7fa66984dd1705b02a354a035\r\n\r\nSource-Link: https://github.com/googleapis/googleapis-gen/commit/636957906cc7868065a50cef61f5e995a75ae3e6\r\nC\n[…]\noogleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>\r\nCo-authored-by: Anthonios Partheniou <partheniou@google.com>",
          "is_bot": true,
          "headline": "feat: added Speech-to-Text V2 API (#447)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2022-10-03T15:23:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "89ceb175e326fe63c7fa0363cd79cae05b72ed9b",
          "body": "* chore: exclude requirements.txt file from renovate-bot\r\n\r\nSource-Link: https://github.com/googleapis/synthtool/commit/f58d3135a2fab20e225d98741dbc06d57459b816\r\nPost-Processor: gcr.io/cloud-devrel-public-resources/owlbot-python:latest@sha256:7a40313731a7cb1454eef6b33d3446ebb121836738dc3ab3d2d3ded52\n[…]\n\n* update constraints files\r\n\r\n* fix(deps): require protobuf 3.20.2\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>\r\nCo-authored-by: Anthonios Partheniou <partheniou@google.com>",
          "is_bot": true,
          "headline": "fix(deps): require protobuf >= 3.20.2 (#446)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2022-10-03T15:10:43Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0162145aeff6a78a80b5da74f21edf4adad8e492",
          "body": "Source-Link: https://github.com/googleapis/synthtool/commit/50db768f450a50d7c1fd62513c113c9bb96fd434\r\nPost-Processor: gcr.io/cloud-devrel-public-resources/owlbot-python:latest@sha256:e09366bdf0fd9c8976592988390b24d53583dd9f002d476934da43725adbb978\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: detect samples tests in nested directories (#442)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2022-09-13T16:31:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eff024426c12c3b72b9b361b93459b92ba7823f3",
          "body": "- [ ] Regenerate this pull request now.\n\nPiperOrigin-RevId: 473833416\n\nSource-Link: https://github.com/googleapis/googleapis/commit/565a5508869557a3228b871101e4e4ebd8f93d11\n\nSource-Link: https://github.com/googleapis/googleapis-gen/commit/1ee1a06c6de3ca8b843572c1fde0548f84236989\nCopy-Tag: eyJwIjoiLmdpdGh1Yi8uT3dsQm90LnlhbWwiLCJoIjoiMWVlMWEwNmM2ZGUzY2E4Yjg0MzU3MmMxZmRlMDU0OGY4NDIzNjk4OSJ9",
          "is_bot": true,
          "headline": "chore: use gapic generator python 1.4.1 (#441)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2022-09-13T14:40:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "44da1e98c1d3acdf7dae0dc76d0da784731f6a8b",
          "body": "- [ ] Regenerate this pull request now.\n\nPiperOrigin-RevId: 472772457\n\nSource-Link: https://github.com/googleapis/googleapis/commit/855b74d203deeb0f7a0215f9454cdde62a1f9b86\n\nSource-Link: https://github.com/googleapis/googleapis-gen/commit/b64b1e7da3e138f15ca361552ef0545e54891b4f\nCopy-Tag: eyJwIjoiLmdpdGh1Yi8uT3dsQm90LnlhbWwiLCJoIjoiYjY0YjFlN2RhM2UxMzhmMTVjYTM2MTU1MmVmMDU0NWU1NDg5MWI0ZiJ9",
          "is_bot": true,
          "headline": "chore: use gapic-generator-python 1.3.1 (#440)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2022-09-08T13:52:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "04b2c63b2233f1e0cbcc79fbcccf036f15e5141c",
          "body": "- [ ] Regenerate this pull request now.\n\nPiperOrigin-RevId: 472561635\n\nSource-Link: https://github.com/googleapis/googleapis/commit/332ecf599f8e747d8d1213b77ae7db26eff12814\n\nSource-Link: https://github.com/googleapis/googleapis-gen/commit/4313d682880fd9d7247291164d4e9d3d5bd9f177\nCopy-Tag: eyJwIjoiLmdpdGh1Yi8uT3dsQm90LnlhbWwiLCJoIjoiNDMxM2Q2ODI4ODBmZDlkNzI0NzI5MTE2NGQ0ZTlkM2Q1YmQ5ZjE3NyJ9",
          "is_bot": true,
          "headline": "chore: Bump gapic-generator-python version to 1.3.0 (#439)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2022-09-07T14:16:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "13da0bcc4b143e4f7ce29e124edcf376d6801a1e",
          "body": "* chore(deps): update all dependencies\r\n\r\n* revert\r\n\r\nCo-authored-by: Anthonios Partheniou <partheniou@google.com>",
          "is_bot": false,
          "headline": "chore(deps): update dependency pytest to v7.1.3 (#438)",
          "author_name": "WhiteSource Renovate",
          "author_login": "renovate-bot",
          "committed_at": "2022-09-06T15:15:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "356bf93539116d6d05d850d1decaff9ea84a9bf0",
          "body": "Source-Link: https://github.com/googleapis/synthtool/commit/56da63e80c384a871356d1ea6640802017f213b4\nPost-Processor: gcr.io/cloud-devrel-public-resources/owlbot-python:latest@sha256:993a058718e84a82fda04c3177e58f0a43281a996c7c395e0a56ccc4d6d210d7",
          "is_bot": true,
          "headline": "chore(python): exclude setup.py in renovate config (#437)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2022-09-02T19:46:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "14143556a6e5c2a345d5449ab6ee3adc88d5fc6e",
          "body": "Source-Link: https://github.com/googleapis/synthtool/commit/703554a14c7479542335b62fa69279f93a9e38ec\nPost-Processor: gcr.io/cloud-devrel-public-resources/owlbot-python:latest@sha256:94961fdc5c9ca6d13530a6a414a49d2f607203168215d074cdb0a1df9ec31c0b",
          "is_bot": true,
          "headline": "chore(python): update .kokoro/requirements.txt (#434)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2022-09-02T00:44:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5bc325753ed68b484695a8d8415cd364eedd91ae",
          "body": "Source-Link: https://github.com/googleapis/synthtool/commit/fdba3ed145bdb2f4f3eff434d4284b1d03b80d34\r\nPost-Processor: gcr.io/cloud-devrel-public-resources/owlbot-python:latest@sha256:1f0dbd02745fb7cf255563dab5968345989308544e52b7f460deadd5e78e63b0\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "ci(python): fix path to requirements.txt in release script (#433)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2022-09-01T19:35:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0f2d08336078c20ea6a59d44846406a6cb4c9a2c",
          "body": "Source-Link: https://github.com/googleapis/synthtool/commit/c4dd5953003d13b239f872d329c3146586bb417e\nPost-Processor: gcr.io/cloud-devrel-public-resources/owlbot-python:latest@sha256:ce3c1686bc81145c81dd269bd12c4025c6b275b22d14641358827334fddb1d72",
          "is_bot": true,
          "headline": "chore(python): exclude grpcio==1.49.0rc1 in tests [autoapprove] (#432)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2022-08-29T18:18:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f8203732183bc11be18ebf7f2a7327c9021fea0c",
          "body": "…[autoapprove] (#431)\n\nSource-Link: https://github.com/googleapis/synthtool/commit/48263378ad6010ec2fc4d480af7b5d08170338c8\r\nPost-Processor: gcr.io/cloud-devrel-public-resources/owlbot-python:latest@sha256:60a63eddf86c87395b4bb394fdddfe30f84a7726ee8fe0b758ea132c2106ac75\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore: remove 'pip install' statements from python_library templates …",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2022-08-24T22:32:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3d2dd9ca3251fcdbd32e8169b6b1592a9aab869e",
          "body": null,
          "is_bot": false,
          "headline": "chore(deps): update dependency google-cloud-speech to v2.15.1 (#428)",
          "author_name": "WhiteSource Renovate",
          "author_login": "renovate-bot",
          "committed_at": "2022-08-16T14:36:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f4f1d218c57f2653545b226231fffff7417e624b",
          "body": "Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(main): release 2.15.1 (#426)",
          "author_name": "release-please[bot]",
          "author_login": "release-please[bot]",
          "committed_at": "2022-08-15T14:22:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1ad5df96cd2c5ed8ffacd23267efe2038ae17ada",
          "body": "fix(deps): require proto-plus >= 1.22.0",
          "is_bot": false,
          "headline": "fix(deps): allow protobuf < 5.0.0 (#425)",
          "author_name": "Anthonios Partheniou",
          "author_login": "parthea",
          "committed_at": "2022-08-11T19:14:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "173f195a68b52121761b7ce775244d2386147732",
          "body": "…#424)\n\nSource-Link: https://github.com/googleapis/synthtool/commit/8e55b327bae44b6640c7ab4be91df85fc4d6fe8a\nPost-Processor: gcr.io/cloud-devrel-public-resources/owlbot-python:latest@sha256:c6c965a4bf40c19011b11f87dbc801a66d3a23fbc6704102be064ef31c51f1c3",
          "is_bot": true,
          "headline": "chore(deps): update actions/setup-python action to v4 [autoapprove] (…",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2022-08-09T17:00:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7d2f46a279fa28994ff07bede311a90d67c95172",
          "body": "* chore(deps): update all dependencies\r\n\r\n* 🦉 Updates from OwlBot post-processor\r\n\r\nSee https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md\r\n\r\n* revert\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>\r\nCo-authored-by: Anthonios Partheniou <partheniou@google.com>",
          "is_bot": false,
          "headline": "chore(deps): update all dependencies (#423)",
          "author_name": "WhiteSource Renovate",
          "author_login": "renovate-bot",
          "committed_at": "2022-08-05T19:42:23Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b23fa207164b6e305e74bfc20c257abd3034693f",
          "body": "* chore(deps): update all dependencies\r\n\r\n* 🦉 Updates from OwlBot post-processor\r\n\r\nSee https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md\r\n\r\n* revert\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>\r\nCo-authored-by: Anthonios Partheniou <partheniou@google.com>",
          "is_bot": false,
          "headline": "chore(deps): update all dependencies (#421)",
          "author_name": "WhiteSource Renovate",
          "author_login": "renovate-bot",
          "committed_at": "2022-08-02T14:04:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1ba795b356bc563120afc9c8770c1b2181099941",
          "body": "Source-Link: https://github.com/googleapis/synthtool/commit/1b9ad7694e44ddb4d9844df55ff7af77b51a4435\nPost-Processor: gcr.io/cloud-devrel-public-resources/owlbot-python:latest@sha256:9db98b055a7f8bd82351238ccaacfd3cda58cdf73012ab58b8da146368330021",
          "is_bot": true,
          "headline": "chore: resolve issue with prerelease presubmit [autoapprove] (#420)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2022-07-26T00:54:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "94a0ab52c4f5d49919140448fb58988a4d05a595",
          "body": "* chore(deps): update all dependencies\r\n\r\n* 🦉 Updates from OwlBot post-processor\r\n\r\nSee https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md\r\n\r\n* revert\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>\r\nCo-authored-by: Anthonios Partheniou <partheniou@google.com>",
          "is_bot": false,
          "headline": "chore(deps): update all dependencies (#404)",
          "author_name": "WhiteSource Renovate",
          "author_login": "renovate-bot",
          "committed_at": "2022-07-16T13:22:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d3dec6f5de61f98a3ebf8ec0d255eeae5a76d454",
          "body": "Co-authored-by: release-please[bot] <55107282+release-please[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(main): release 2.15.0 (#415)",
          "author_name": "release-please[bot]",
          "author_login": "release-please[bot]",
          "committed_at": "2022-07-14T20:53:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5c97209ed79feb4c9eda1a2b16af4f641c8f7aaf",
          "body": "…(#418)\n\nSource-Link: https://github.com/googleapis/synthtool/commit/95d9289ac3dc1ca2edae06619c82fe7a24d555f1\r\nPost-Processor: gcr.io/cloud-devrel-public-resources/owlbot-python:latest@sha256:c8878270182edaab99f2927969d4f700c3af265accd472c3425deedff2b7fd93\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(python): allow client documentation to be customized in README …",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2022-07-14T02:32:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "87ad7260dfd6298a85c3caaa26504228c70802a4",
          "body": "* fix(deps): require google-api-core>=1.32.0,>=2.8.0\r\n\r\n* chore: update constraints",
          "is_bot": false,
          "headline": "fix(deps): require google-api-core>=1.32.0,>=2.8.0 (#416)",
          "author_name": "Anthonios Partheniou",
          "author_login": "parthea",
          "committed_at": "2022-07-13T17:29:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "068f8e87ec08b82f957b461d397370e38faccd29",
          "body": "* feat: add audience parameter\r\n\r\nPiperOrigin-RevId: 456827138\r\n\r\nSource-Link: https://github.com/googleapis/googleapis/commit/23f1a157189581734c7a77cddfeb7c5bc1e440ae\r\n\r\nSource-Link: https://github.com/googleapis/googleapis-gen/commit/4075a8514f676691ec156688a5bbf183aa9893ce\r\nCopy-Tag: eyJwIjoiLmdp\n[…]\nges/owl-bot/README.md\r\n\r\n* fix(deps): require google-api-core 2.8.0\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>\r\nCo-authored-by: Anthonios Partheniou <partheniou@google.com>",
          "is_bot": true,
          "headline": "fix(deps): require google-api-core >= 2.8.0 (#412)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2022-07-12T14:40:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "896172595815520f06b2a8260516032e2d06c79c",
          "body": "* chore(python): drop python 3.6\r\n\r\nSource-Link: https://github.com/googleapis/synthtool/commit/4f89b13af10d086458f9b379e56a614f9d6dab7b\r\nPost-Processor: gcr.io/cloud-devrel-public-resources/owlbot-python:latest@sha256:e7bb19d47c13839fe8c147e50e02e8b6cf5da8edd1af8b82208cd6f66cc2829c\r\n\r\n* add api_des\n[…]\nutomation-bots/blob/main/packages/owl-bot/README.md\r\n\r\n* trigger CI\r\n\r\nCo-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>\r\nCo-authored-by: Anthonios Partheniou <partheniou@google.com>",
          "is_bot": true,
          "headline": "fix: require python 3.7+ (#414)",
          "author_name": "gcf-owl-bot[bot]",
          "author_login": "gcf-owl-bot[bot]",
          "committed_at": "2022-07-10T09:18:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        }
      ],
      "releases_count": 69,
      "commits_last_year": 0,
      "latest_release_at": "2023-10-19T20:54:48Z",
      "latest_release_tag": "v2.21.1",
      "releases_from_tags": false,
      "days_since_last_push": 1001,
      "active_weeks_last_year": 0,
      "days_since_latest_release": 1013,
      "mean_days_between_releases": 30.5
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": true,
      "health_percentage": 87,
      "has_issue_template": false,
      "has_code_of_conduct": true,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": []
    },
    "popularity": {
      "forks": 205,
      "stars": 355,
      "watchers": 8,
      "fork_history": {
        "days": [
          {
            "date": "2019-12-19",
            "count": 1
          },
          {
            "date": "2020-02-18",
            "count": 1
          },
          {
            "date": "2020-02-20",
            "count": 2
          },
          {
            "date": "2020-02-27",
            "count": 1
          },
          {
            "date": "2020-03-01",
            "count": 2
          },
          {
            "date": "2020-03-03",
            "count": 1
          },
          {
            "date": "2020-03-10",
            "count": 1
          },
          {
            "date": "2020-03-14",
            "count": 1
          },
          {
            "date": "2020-03-17",
            "count": 1
          },
          {
            "date": "2020-03-19",
            "count": 1
          },
          {
            "date": "2020-03-27",
            "count": 1
          },
          {
            "date": "2020-03-31",
            "count": 1
          },
          {
            "date": "2020-04-10",
            "count": 1
          },
          {
            "date": "2020-04-11",
            "count": 2
          },
          {
            "date": "2020-05-02",
            "count": 1
          },
          {
            "date": "2020-05-05",
            "count": 1
          },
          {
            "date": "2020-05-09",
            "count": 2
          },
          {
            "date": "2020-05-11",
            "count": 2
          },
          {
            "date": "2020-05-15",
            "count": 1
          },
          {
            "date": "2020-05-21",
            "count": 2
          },
          {
            "date": "2020-05-29",
            "count": 1
          },
          {
            "date": "2020-05-30",
            "count": 1
          },
          {
            "date": "2020-06-01",
            "count": 1
          },
          {
            "date": "2020-06-09",
            "count": 1
          },
          {
            "date": "2020-06-13",
            "count": 1
          },
          {
            "date": "2020-06-14",
            "count": 1
          },
          {
            "date": "2020-06-16",
            "count": 1
          },
          {
            "date": "2020-06-17",
            "count": 1
          },
          {
            "date": "2020-06-19",
            "count": 1
          },
          {
            "date": "2020-06-23",
            "count": 1
          },
          {
            "date": "2020-07-04",
            "count": 2
          },
          {
            "date": "2020-07-10",
            "count": 1
          },
          {
            "date": "2020-07-14",
            "count": 1
          },
          {
            "date": "2020-07-20",
            "count": 1
          },
          {
            "date": "2020-07-27",
            "count": 1
          },
          {
            "date": "2020-08-05",
            "count": 1
          },
          {
            "date": "2020-08-20",
            "count": 1
          },
          {
            "date": "2020-08-24",
            "count": 1
          },
          {
            "date": "2020-09-01",
            "count": 2
          },
          {
            "date": "2020-09-04",
            "count": 1
          },
          {
            "date": "2020-09-14",
            "count": 1
          },
          {
            "date": "2020-09-16",
            "count": 2
          },
          {
            "date": "2020-09-18",
            "count": 1
          },
          {
            "date": "2020-09-21",
            "count": 1
          },
          {
            "date": "2020-09-24",
            "count": 1
          },
          {
            "date": "2020-09-25",
            "count": 1
          },
          {
            "date": "2020-09-26",
            "count": 1
          },
          {
            "date": "2020-09-30",
            "count": 1
          },
          {
            "date": "2020-10-01",
            "count": 1
          },
          {
            "date": "2020-10-04",
            "count": 1
          },
          {
            "date": "2020-10-08",
            "count": 1
          },
          {
            "date": "2020-10-09",
            "count": 1
          },
          {
            "date": "2020-10-14",
            "count": 1
          },
          {
            "date": "2020-10-15",
            "count": 1
          },
          {
            "date": "2020-10-16",
            "count": 1
          },
          {
            "date": "2020-10-17",
            "count": 2
          },
          {
            "date": "2020-10-20",
            "count": 1
          },
          {
            "date": "2020-10-22",
            "count": 1
          },
          {
            "date": "2020-10-27",
            "count": 1
          },
          {
            "date": "2020-11-10",
            "count": 1
          },
          {
            "date": "2020-11-13",
            "count": 2
          },
          {
            "date": "2020-11-16",
            "count": 1
          },
          {
            "date": "2020-11-17",
            "count": 1
          },
          {
            "date": "2020-11-25",
            "count": 1
          },
          {
            "date": "2020-11-26",
            "count": 1
          },
          {
            "date": "2020-11-28",
            "count": 1
          },
          {
            "date": "2020-11-30",
            "count": 1
          },
          {
            "date": "2020-12-02",
            "count": 1
          },
          {
            "date": "2020-12-04",
            "count": 2
          },
          {
            "date": "2020-12-05",
            "count": 2
          },
          {
            "date": "2020-12-07",
            "count": 1
          },
          {
            "date": "2020-12-09",
            "count": 1
          },
          {
            "date": "2020-12-15",
            "count": 2
          },
          {
            "date": "2020-12-18",
            "count": 1
          },
          {
            "date": "2020-12-20",
            "count": 1
          },
          {
            "date": "2020-12-30",
            "count": 1
          },
          {
            "date": "2021-01-03",
            "count": 1
          },
          {
            "date": "2021-01-06",
            "count": 1
          },
          {
            "date": "2021-01-08",
            "count": 1
          },
          {
            "date": "2021-01-13",
            "count": 1
          },
          {
            "date": "2021-01-19",
            "count": 1
          },
          {
            "date": "2021-01-20",
            "count": 1
          },
          {
            "date": "2021-01-23",
            "count": 1
          },
          {
            "date": "2021-01-31",
            "count": 1
          },
          {
            "date": "2021-02-03",
            "count": 1
          },
          {
            "date": "2021-02-06",
            "count": 2
          },
          {
            "date": "2021-02-08",
            "count": 1
          },
          {
            "date": "2021-02-12",
            "count": 1
          },
          {
            "date": "2021-02-16",
            "count": 2
          },
          {
            "date": "2021-02-17",
            "count": 1
          },
          {
            "date": "2021-02-18",
            "count": 1
          },
          {
            "date": "2021-02-20",
            "count": 1
          },
          {
            "date": "2021-02-23",
            "count": 1
          },
          {
            "date": "2021-03-06",
            "count": 2
          },
          {
            "date": "2021-03-07",
            "count": 1
          },
          {
            "date": "2021-03-11",
            "count": 1
          },
          {
            "date": "2021-03-15",
            "count": 1
          },
          {
            "date": "2021-03-16",
            "count": 2
          },
          {
            "date": "2021-03-18",
            "count": 1
          },
          {
            "date": "2021-03-24",
            "count": 1
          },
          {
            "date": "2021-03-25",
            "count": 1
          },
          {
            "date": "2021-04-02",
            "count": 1
          },
          {
            "date": "2021-04-09",
            "count": 1
          },
          {
            "date": "2021-04-11",
            "count": 1
          },
          {
            "date": "2021-04-19",
            "count": 1
          },
          {
            "date": "2021-04-26",
            "count": 1
          },
          {
            "date": "2021-04-30",
            "count": 2
          },
          {
            "date": "2021-05-01",
            "count": 1
          },
          {
            "date": "2021-05-03",
            "count": 1
          },
          {
            "date": "2021-05-06",
            "count": 1
          },
          {
            "date": "2021-05-07",
            "count": 1
          },
          {
            "date": "2021-05-15",
            "count": 1
          },
          {
            "date": "2021-05-17",
            "count": 1
          },
          {
            "date": "2021-05-27",
            "count": 1
          },
          {
            "date": "2021-06-01",
            "count": 1
          },
          {
            "date": "2021-06-03",
            "count": 1
          },
          {
            "date": "2021-06-06",
            "count": 1
          },
          {
            "date": "2021-06-15",
            "count": 1
          },
          {
            "date": "2021-07-01",
            "count": 1
          },
          {
            "date": "2021-07-11",
            "count": 1
          },
          {
            "date": "2021-07-13",
            "count": 1
          },
          {
            "date": "2021-07-16",
            "count": 1
          },
          {
            "date": "2021-07-19",
            "count": 1
          },
          {
            "date": "2021-07-21",
            "count": 1
          },
          {
            "date": "2021-07-25",
            "count": 1
          },
          {
            "date": "2021-07-27",
            "count": 1
          },
          {
            "date": "2021-08-09",
            "count": 1
          },
          {
            "date": "2021-08-11",
            "count": 1
          },
          {
            "date": "2021-08-24",
            "count": 1
          },
          {
            "date": "2021-08-26",
            "count": 1
          },
          {
            "date": "2021-09-10",
            "count": 1
          },
          {
            "date": "2021-09-23",
            "count": 1
          },
          {
            "date": "2021-10-10",
            "count": 1
          },
          {
            "date": "2021-10-24",
            "count": 1
          },
          {
            "date": "2021-10-26",
            "count": 1
          },
          {
            "date": "2021-11-04",
            "count": 1
          },
          {
            "date": "2021-11-19",
            "count": 1
          },
          {
            "date": "2021-11-29",
            "count": 1
          },
          {
            "date": "2021-12-07",
            "count": 1
          },
          {
            "date": "2021-12-09",
            "count": 1
          },
          {
            "date": "2021-12-13",
            "count": 1
          },
          {
            "date": "2021-12-24",
            "count": 1
          },
          {
            "date": "2021-12-26",
            "count": 1
          },
          {
            "date": "2022-01-14",
            "count": 1
          },
          {
            "date": "2022-01-24",
            "count": 1
          },
          {
            "date": "2022-01-27",
            "count": 1
          },
          {
            "date": "2022-01-29",
            "count": 1
          },
          {
            "date": "2022-02-07",
            "count": 2
          },
          {
            "date": "2022-02-08",
            "count": 1
          },
          {
            "date": "2022-03-09",
            "count": 1
          },
          {
            "date": "2022-04-21",
            "count": 1
          },
          {
            "date": "2022-05-05",
            "count": 1
          },
          {
            "date": "2022-05-09",
            "count": 1
          },
          {
            "date": "2022-05-13",
            "count": 1
          },
          {
            "date": "2022-05-16",
            "count": 1
          },
          {
            "date": "2022-05-19",
            "count": 1
          },
          {
            "date": "2022-06-30",
            "count": 1
          },
          {
            "date": "2022-07-19",
            "count": 1
          },
          {
            "date": "2022-08-10",
            "count": 1
          },
          {
            "date": "2022-08-18",
            "count": 1
          },
          {
            "date": "2022-08-21",
            "count": 1
          },
          {
            "date": "2022-09-13",
            "count": 1
          },
          {
            "date": "2022-10-03",
            "count": 1
          },
          {
            "date": "2022-10-05",
            "count": 1
          },
          {
            "date": "2022-10-20",
            "count": 1
          },
          {
            "date": "2022-11-11",
            "count": 1
          },
          {
            "date": "2022-12-01",
            "count": 1
          },
          {
            "date": "2022-12-06",
            "count": 1
          },
          {
            "date": "2022-12-22",
            "count": 1
          },
          {
            "date": "2023-02-02",
            "count": 1
          },
          {
            "date": "2023-02-13",
            "count": 1
          },
          {
            "date": "2023-06-26",
            "count": 1
          },
          {
            "date": "2023-09-01",
            "count": 1
          },
          {
            "date": "2023-10-11",
            "count": 1
          },
          {
            "date": "2023-10-26",
            "count": 1
          },
          {
            "date": "2023-10-27",
            "count": 1
          },
          {
            "date": "2023-11-16",
            "count": 1
          },
          {
            "date": "2024-03-10",
            "count": 1
          },
          {
            "date": "2024-06-01",
            "count": 1
          },
          {
            "date": "2025-01-18",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 200,
        "total_forks": 205
      },
      "star_history": null,
      "open_issues_and_prs": 0
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [],
      "largest_source_bytes": null,
      "source_files_sampled": 0,
      "oversized_source_files": 0,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [],
      "advisories": {
        "error": null,
        "scope": null,
        "source": null,
        "findings": [],
        "collected": false,
        "malicious": [],
        "truncated": false,
        "by_severity": {},
        "advisory_count": 0,
        "affected_count": 0,
        "assessed_count": 0,
        "malicious_count": 0,
        "assessed_package": null,
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [],
      "dependencies": [],
      "all_dependencies": {
        "error": "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository",
        "source": null,
        "packages": [],
        "collected": false,
        "truncated": false,
        "total_count": null,
        "direct_count": null,
        "indirect_count": null
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 0,
        "merged_prs": 323,
        "open_issues": 0,
        "closed_ratio": 1,
        "closed_issues": 116,
        "closed_unmerged_prs": 109
      },
      "bus_factor": 4,
      "bot_contributors": 4,
      "top_contributors": [
        {
          "type": "User",
          "login": "renovate-bot",
          "commits": 72,
          "avatar_url": "https://avatars.githubusercontent.com/u/25180681?v=4"
        },
        {
          "type": "User",
          "login": "daspecster",
          "commits": 70,
          "avatar_url": "https://avatars.githubusercontent.com/u/192456?v=4"
        },
        {
          "type": "User",
          "login": "dhermes",
          "commits": 65,
          "avatar_url": "https://avatars.githubusercontent.com/u/520669?v=4"
        },
        {
          "type": "User",
          "login": "yoshi-automation",
          "commits": 58,
          "avatar_url": "https://avatars.githubusercontent.com/u/44816363?v=4"
        },
        {
          "type": "User",
          "login": "busunkim96",
          "commits": 30,
          "avatar_url": "https://avatars.githubusercontent.com/u/8822365?v=4"
        },
        {
          "type": "User",
          "login": "lukesneeringer",
          "commits": 22,
          "avatar_url": "https://avatars.githubusercontent.com/u/4346?v=4"
        },
        {
          "type": "User",
          "login": "crwilcox",
          "commits": 20,
          "avatar_url": "https://avatars.githubusercontent.com/u/638797?v=4"
        },
        {
          "type": "User",
          "login": "tseaver",
          "commits": 16,
          "avatar_url": "https://avatars.githubusercontent.com/u/242750?v=4"
        },
        {
          "type": "User",
          "login": "parthea",
          "commits": 15,
          "avatar_url": "https://avatars.githubusercontent.com/u/5184014?v=4"
        },
        {
          "type": "User",
          "login": "dpebot",
          "commits": 14,
          "avatar_url": "https://avatars.githubusercontent.com/u/19979279?v=4"
        }
      ],
      "contributors_sampled": 51,
      "top_contributor_share": 0.147
    },
    "quality_signals": {
      "has_ci": false,
      "has_tests": false,
      "ci_workflows": [],
      "has_docs_dir": false,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 8,
            "reason": "branch protection is not maximal on development and all release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 0,
            "reason": "0 out of 30 merged PRs checked by a CI test -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 10,
            "reason": "all changesets reviewed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 13 contributing companies or organizations",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": null,
            "reason": "no workflows found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 0,
            "reason": "project is archived",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": null,
            "reason": "no dependencies found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "SAST tool is not run on all commits -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 10,
            "reason": "security policy file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": null,
            "reason": "No tokens found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 10,
            "reason": "0 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "f6ce7ee6bdaf30477cc1188ec3b0d933b62a5255",
        "ran_at": "2026-07-29T13:14:56Z",
        "aggregate_score": 6.6,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": true,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": null,
      "oldest_open_prs": [],
      "last_merged_pr_at": "2023-10-31T19:37:25Z",
      "ci_last_conclusion": null,
      "oldest_open_issues": []
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/googleapis/python-speech",
    "host": "github.com",
    "name": "python-speech",
    "owner": "googleapis"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "critical",
      "name": "Overall health",
      "note": "Abandonment Policy applies a 40% multiplier to weighted overall health and gives it a ceiling of 29.",
      "notes": [
        {
          "code": "abandonment_overall_adjustment",
          "params": {
            "cap": 29,
            "pct": 40
          }
        }
      ],
      "value": 22,
      "inputs": {
        "security": 66,
        "vitality": 25,
        "community": 74,
        "governance": 85,
        "engineering": 21,
        "abandonment_cap": 29,
        "abandonment_state": "declared",
        "abandonment_multiplier": 40,
        "weighted_overall_before_abandonment": 54,
        "overall_after_abandonment_multiplier": 22
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "critical",
        "name": "Vitality",
        "value": 25,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "critical",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 1,
            "inputs": {
              "commits_last_year": 0,
              "human_commit_share": 0.31,
              "days_since_last_push": 1001,
              "active_weeks_last_year": 0
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 1001 days ago",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 1001
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "0/52 weeks with commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "0 commits in the last year",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "project is archived",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "moderate",
            "name": "Release discipline",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 60,
            "inputs": {
              "releases_count": 69,
              "latest_release_tag": "v2.21.1",
              "releases_from_tags": false,
              "days_since_latest_release": 1013,
              "mean_days_between_releases": 30.5
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "69 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 69
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 1013 days ago",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 1013
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~30.5 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 30.5
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "at_risk",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "cap": 29,
              "state": "declared",
              "guards": [],
              "signals": [],
              "red_flag": true,
              "multiplier_pct": 40,
              "declared_reason": "archived",
              "unverified_reason": null,
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "the repository is archived on GitHub",
                "points": 40,
                "status": "partial",
                "details": [
                  {
                    "code": "abandonment_archived",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "good",
        "name": "Community & Adoption",
        "value": 74,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "moderate",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 65,
            "inputs": {
              "forks": 205,
              "stars": 355,
              "watchers": 8,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "355 stars",
                "points": 41.3,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 355
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "205 forks",
                "points": 19.2,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 205
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "8 watchers",
                "points": 4.7,
                "status": "partial",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 8
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "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 (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "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
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "excellent",
        "name": "Sustainability & Governance",
        "value": 85,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "excellent",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 86,
            "inputs": {
              "bus_factor": 4,
              "contributors_sampled": 51,
              "top_contributor_share": 0.147
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "4 contributor(s) cover half of all commits",
                "points": 43.2,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 15% of commits",
                "points": 19.2,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 15
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "51 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 51
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 13 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "excellent",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "merged_prs": 323,
              "open_issues": 0,
              "closed_issues": 116,
              "issue_closed_ratio": 1,
              "closed_unmerged_prs": 109
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "100% of issues closed",
                "points": 46.8,
                "status": "met",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "323/432 decided PRs merged",
                "points": 28.6,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 323,
                      "decided": 432
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "all changesets reviewed",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "followers": 6641,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "googleapis",
              "public_repos": 900,
              "account_age_days": 3843
            },
            "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": "6,641 followers of googleapis",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 6641,
                      "login": "googleapis"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "900 public repos, account ~10 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 900
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 10
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "critical",
        "name": "Engineering Quality",
        "value": 21,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "critical",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 1,
            "inputs": {
              "has_ci": false,
              "has_tests": false,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 0,
                "status": "missed",
                "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": "0 out of 30 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "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": "moderate",
        "name": "Security",
        "value": 66,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Dangerous-Workflow, Packaging, Pinned-Dependencies, Signed-Releases, Token-Permissions. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "dangerous_workflow",
                    "packaging",
                    "pinned_dependencies",
                    "signed_releases",
                    "token_permissions"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 66,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 13,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 5,
              "scorecard_aggregate": 6.6
            },
            "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": "branch protection is not maximal on development and all release branches",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "0 out of 30 merged PRs checked by a CI test -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "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": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 13 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no workflows found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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": "project is archived",
                "points": 0,
                "status": "missed",
                "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": "no dependencies found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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": 5,
                "status": "met",
                "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": "No tokens found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "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"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 9
            },
            "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": "critical",
        "name": "AI Readiness",
        "value": 22,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 1,
              "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": "31 of 31 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 31,
                      "sampled": 31
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "critical",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_pinned_dependencies"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 9,
            "inputs": {
              "has_nix": false,
              "has_tests": false,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.01
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 0,
                "status": "missed",
                "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "1 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 1,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "no dependencies found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Language breakdown unavailable",
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-29T13:15:29.551236Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/googleapis/python-speech.svg",
  "full_name": "googleapis/python-speech",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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 v1.13.0, Schema v0.27.0 — vollständige Methodik · Metriken-Wiki.

Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte Statistiken.