Öffentliches Register
Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-28 09:56 UTC

orq-ai / orq-python

Build AI Applications from Playground to Production

PythonKeine Lizenz erkannt★ 9 Sterne⑂ 1 Forkseit Mai 2022Auf GitHub ansehen ↗

orq-ai/orq-python erreicht einen Gesundheitsindex von 64 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Vitality (100/100) ab, am schwächsten bei Community & Adoption (29/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

64
gesamt / 100
Mittel

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.

64
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.

Eigentümerschaft

orq.aiOrganisation
43 Follower20 öffentliche Reposseit Okt. 2021

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

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlicht
PyPIorq-ai-sdk4.12.8-1.390vor 0 Tagen

Metriken nach Kategorie

Vitalität

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

100Exzellent · 22 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
36/36Commit-Rhythmus — 52/52 Wochen mit Commits
18/18Commit-Volumen — 2.479 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year2.479
human_commit_share1
days_since_last_push0
active_weeks_last_year52

Release-Disziplin

100Exzellent
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 100 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 0 Tagen
27/27Release-Rhythmus — ein Release etwa alle 0,3 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count100
latest_release_tagpackages/orq-rc/v4.13.0-rc.10
releases_from_tagsnein
days_since_latest_release0
mean_days_between_releases0,3
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?

29Kritisch · 18 % des Gesamtindex
Wie die Bewertung erfolgt
14.6/60Stars — 9 Stars
0/25Forks — 1 Forks
0/15Watcher — 1 Watcher
Verwendete Eingangsdaten
forks1
stars9
watchers1
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
0/22.5Lizenz — keine Lizenzdatei erkannt
18/18CONTRIBUTING-Leitfaden
0/13.5Verhaltenskodex
0/7.2Issue-Vorlage
0/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licensenein
has_contributingja
has_issue_templatenein
has_code_of_conductnein
has_pull_request_templatenein

Nachhaltigkeit & Governance

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

66Mittel · 24 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
9.7/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 57 % der Commits
9.5/13.5Breite der Beitragenden — 7 Beitragende
6/10OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6
Verwendete Eingangsdaten
bus_factor1
contributors_sampled7
top_contributor_share0,571
Wie die Bewertung erfolgt
46.8/46.8Issue-Lösungsquote — 100 % der Issues geschlossen
35/38.3PR-Annahme — 54/59 entschiedene PRs gemergt
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Verwendete Eingangsdaten
merged_prs54
open_issues0
closed_issues2
issue_closed_ratio1
closed_unmerged_prs5
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
11.8/25Reichweite des Inhabers — 43 Follower von orq-ai
19.2/25Kontohistorie — 20 öffentliche Repos, Kontoalter ca. 4 Jahre
Verwendete Eingangsdaten
followers43
owner_typeOrganization
is_verified
owner_loginorq-ai
public_repos20
account_age_days1.742

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 0 Tagen
20/20Versionshistorie — 1.390 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesorq-ai-sdk
ecosystemspypi
any_deprecatednein
min_days_since_publish0

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

72Gut · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 3 Workflow(s)
24/24Tests vorhanden
0/16Linter-Konfiguration
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — keine Daten
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_confignein
has_precommit_confignein
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: CI-Tests. Die verbleibenden Gewichte wurden renormalisiert.

Dokumentation

90Exzellent
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
15/15Dokumentations-/Homepage-Site — https://orq.ai
10/10Repository-Beschreibung
0/10Topics
10/10Wiki
Verwendete Eingangsdaten
topics
has_wikija
homepagehttps://orq.ai
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

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

40Gefährdet · 16 % des Gesamtindex

Sicherheitslage

32Gefährdet
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — keine Daten
0/2.5CI-Tests — keine Daten
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
1.5/2.5Contributors — project has 2 contributing companies or organizations -- score normalized to 6
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
0/2.5Lizenz — license file not detected
7.5/7.5Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — keine Daten
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — no SAST tool detected
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — keine Daten
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 37 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated14
scorecard_versionv5.5.0
checks_inconclusive4
scorecard_aggregate3,2
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): branch_protection, ci_tests, packaging, signed_releases. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
19.6/35Direkte Abhängigkeiten ohne bekannte Advisories — 1 betroffen: requests 2.32.4 (moderate 5.5)
0/25Indirekte Abhängigkeiten ohne bekannte Advisories — transitive Menge in diesem Bereich nicht von Entwicklungs- und Test-Abhängigkeiten trennbar
35.2/40Keine offenen Advisories — 1 Paket(e) mit Advisory seit über 90 Tagen unbehandelt; ältestes vor 124 Tagen veröffentlicht
Verwendete Eingangsdaten
sourceosv
advisories103
affected_packages17
assessed_packages93
unassessed_packages0
affected_by_severitycritical 1, high 11, moderate 5
direct_affected_packages1
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Indirekte Abhängigkeiten ohne bekannte Advisories. Die verbleibenden Gewichte wurden renormalisiert. 93 aufgelöste Abhängigkeiten wurden mit OSV abgeglichen. Dieses Repository veröffentlicht kein Paket, das der Index auflöst; bewertet wurde daher der Abhängigkeitsgraph des Repositorys. Dieser Graph vermischt Entwicklungs- und Test-Pins mit ausgelieferten Abhängigkeiten, daher werden nur die deklarierten Laufzeit-Abhängigkeiten bewertet; transitive Befunde werden als Kontext ausgewiesen und fließen nicht in die Bewertung ein. Erreichbarkeit wird nicht analysiert.

AI Readiness

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

43Gefährdet · 0 % des Gesamtindex
Wie die Bewertung erfolgt
0/45Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15Maschinenlesbare Doku (llms.txt)
24/40Lesbare Commit-Historie — 45 von 100 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share0,45
agent_instruction_files
agent_instruction_max_bytes
Wie die Bewertung erfolgt
0/18Bootstrap mit einem Befehl
22/22Automatisierte Tests
0/11Lint-/Format-Konfiguration
11/11Statische Typprüfung — packages/orq-rc/py.typed, packages/orq-rc/src/orq_ai_sdk/py.typed, py.typed, src/orq_ai_sdk/py.typed
10/10Reproduzierbare Umgebung — lockfile
2/10Belegte Agentenpraxis — 1 der letzten 100 Commits von Agenten verfasst oder ihnen zugeschrieben
0/8Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilespoetry.lock, uv.lock
has_dockerfilenein
typed_languagenein
bootstrap_files
has_devcontainernein
has_linter_confignein
typecheck_configspackages/orq-rc/py.typed, packages/orq-rc/src/orq_ai_sdk/py.typed, py.typed, src/orq_ai_sdk/py.typed
agent_commit_share0,01
toolchain_manifests
dependency_bot_commit_share0
Wie die Bewertung erfolgt
27/45Typprüfbarer Code — Python mit Typprüfungs-Konfiguration (packages/orq-rc/py.typed, packages/orq-rc/src/orq_ai_sdk/py.typed, py.typed, src/orq_ai_sdk/py.typed)
52.3/55Handhabbare Dateigrößen — 75/1.508 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes1.228.073
source_files_sampled1.508
oversized_source_files75
Wie die Bewertung erfolgt
40/40API-Schema (OpenAPI/GraphQL/proto) — openapi.yaml
0/20MCP-Server
0/40Lauffähige Beispiele
Verwendete Eingangsdaten
example_dirs
has_mcp_signalnein
api_schema_filesopenapi.yaml

Eckdaten

9GitHub-Sterne
7Mitwirkende
2.479Commits, letzte 12 Monate
0Tage seit letztem Push
100Releases
1Bus-Faktor
0offene Issues
PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • deps.dev does not index pypi:orq-ai-sdk@4.12.8; advisories assessed against the repository dependency graph instead

Weitere Details

OpenSSF Scorecard 3.2 / 10
3.2Gesamtwert

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 · 2026-07-28 09:56 UTC

10Binary-Artifactsno binaries found in the repo
k. A.Branch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
k. A.CI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
6Contributorsproject has 2 contributing companies or organizations -- score normalized to 6
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
0Licenselicense file not detected
10Maintained30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
k. A.Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTno SAST tool detected
0Security-Policysecurity policy file not detected
k. A.Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities37 existing vulnerabilities detected
Direkte Abhängigkeiten 4
RegistryPaketVersionsvorgabeManifest
PyPIhttpcore>=1.0.9pyproject.toml
PyPIhttpx>=0.28.1pyproject.toml
PyPIpydantic>=2.11.2,<2.13pyproject.toml
PyPIrequests>=2.33.0,<3.0.0pyproject.toml
Alle Abhängigkeiten 93

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 6 direkte und 87 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
PyPIhttpcore1.0.9direkt
PyPIhttpx0.28.1direkt
PyPIpydantic2.11.3direkt
PyPIpydantic2.12.5direkt
PyPIrequests2.32.4direkt
PyPIrequests2.34.2direkt
PyPIannotated-types0.7.0indirekt
PyPIanyio4.12.1indirekt
PyPIanyio4.5.2indirekt
PyPIastroid3.2.4indirekt
PyPIattrs25.4.0indirekt
PyPIcertifi2024.8.30indirekt
PyPIcertifi2026.1.4indirekt
PyPIcffi2.0.0indirekt
PyPIcharset-normalizer3.4.3indirekt
PyPIcharset-normalizer3.4.4indirekt
PyPIclick8.3.0indirekt
PyPIclick8.3.1indirekt
PyPIcolorama0.4.6indirekt
PyPIcryptography46.0.3indirekt
PyPIdill0.3.9indirekt
PyPIdill0.4.1indirekt
PyPIdistro1.9.0indirekt
PyPIexceptiongroup1.2.2indirekt
PyPIexceptiongroup1.3.1indirekt
PyPIgriffe1.14.0indirekt
PyPIgriffe1.15.0indirekt
PyPIh110.16.0indirekt
PyPIhttpx-sse0.4.3indirekt
PyPIidna3.10indirekt
PyPIidna3.11indirekt
PyPIimportlib-metadata8.7.0indirekt
PyPIimportlib-metadata8.7.1indirekt
PyPIisort5.13.2indirekt
PyPIjiter0.12.0indirekt
PyPIjsonschema4.25.1indirekt
PyPIjsonschema4.26.0indirekt
PyPIjsonschema-specifications2025.9.1indirekt
PyPImccabe0.7.0indirekt
PyPImcp1.21.0indirekt
PyPImcp1.25.0indirekt
PyPImypy1.15.0indirekt
PyPImypy-extensions1.0.0indirekt
PyPImypy-extensions1.1.0indirekt
PyPInodeenv1.10.0indirekt
PyPInodeenv1.9.1indirekt
PyPIopenai2.15.0indirekt
PyPIopenai2.7.2indirekt
PyPIopenai-agents0.4.0indirekt
PyPIopentelemetry-api1.38.0indirekt
PyPIopentelemetry-instrumentation0.59b0indirekt
PyPIopentelemetry-sdk1.38.0indirekt
PyPIopentelemetry-semantic-conventions0.59b0indirekt
PyPIorq-ai-sdk4.12.8indirekt
PyPIorq-ai-sdk4.13.0rc10indirekt
PyPIpackaging25.0indirekt
PyPIplatformdirs4.3.6indirekt
PyPIplatformdirs4.5.1indirekt
PyPIpycparser2.23indirekt
PyPIpydantic-core2.33.1indirekt
PyPIpydantic-core2.41.5indirekt
PyPIpydantic-settings2.12.0indirekt
PyPIpyjwt2.10.1indirekt
PyPIpylint3.2.3indirekt
PyPIpyright1.1.398indirekt
PyPIpython-dotenv1.2.1indirekt
PyPIpython-multipart0.0.20indirekt
PyPIpython-multipart0.0.21indirekt
PyPIpywin32311indirekt
PyPIreferencing0.37.0indirekt
PyPIrpds-py0.28.0indirekt
PyPIrpds-py0.30.0indirekt
PyPIsniffio1.3.1indirekt
PyPIsse-starlette2.1.3indirekt
PyPIsse-starlette3.2.0indirekt
PyPIstarlette0.50.0indirekt
PyPIstarlette0.52.1indirekt
PyPItomli2.2.1indirekt
PyPItomli2.4.0indirekt
PyPItomlkit0.13.2indirekt
PyPItomlkit0.14.0indirekt
PyPItqdm4.67.1indirekt
PyPItypes-requests2.32.4.20250809indirekt
PyPItypes-requests2.32.4.20260107indirekt
PyPItyping-extensions4.15.0indirekt
PyPItyping-inspection0.4.0indirekt
PyPItyping-inspection0.4.2indirekt
PyPIurllib32.5.0indirekt
PyPIurllib32.6.3indirekt
PyPIuvicorn0.38.0indirekt
PyPIuvicorn0.40.0indirekt
PyPIwrapt1.17.3indirekt
PyPIzipp3.23.0indirekt
Abhängigkeits-Advisories 17

Dieses Repository veröffentlicht kein vom Index auflösbares Paket, daher wurde sein eigener Abhängigkeitsgraph bewertet – 93 Pakete, darunter auch Entwicklungs- und Test-Pins, die nie ausgeliefert werden: 17 tragen bekannte Advisories, davon 1 direkte.

PaketVersionBeziehungSchweregradAdvisoriesBehoben in
cryptography46.0.3indirektkritisch748.0.1
click8.3.0indirekthoch18.3.3
click8.3.1indirekthoch18.3.3
mcp1.21.0indirekthoch61.28.1
mcp1.25.0indirekthoch61.28.1
pyjwt2.10.1indirekthoch132.13.0
python-multipart0.0.20indirekthoch140.0.31
python-multipart0.0.21indirekthoch140.0.31
starlette0.50.0indirekthoch101.3.1
starlette0.52.1indirekthoch101.3.1
urllib32.5.0indirekthoch82.7.0
urllib32.6.3indirekthoch42.7.0
requests2.32.4direktmittel22.33.0
idna3.10indirektmittel23.15
idna3.11indirektmittel23.15
pydantic-settings2.12.0indirektmittel12.14.2
python-dotenv1.2.1indirektmittel21.2.2

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

JSON-Rohbericht maschinenlesbar
{
  "data": {
    "repo": {
      "topics": [],
      "is_fork": false,
      "size_kb": 91876,
      "has_wiki": true,
      "homepage": "https://orq.ai",
      "languages": {
        "Shell": 204,
        "Python": 17142215
      },
      "pushed_at": "2026-07-28T09:50:56Z",
      "created_at": "2022-05-25T08:58:26Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-28T09:53:12Z",
      "description": "Build AI Applications from Playground to Production",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": null,
      "default_branch": "main",
      "license_spdx_raw": null,
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "orq.ai",
      "name": "orq.ai",
      "type": "Organization",
      "login": "orq-ai",
      "company": null,
      "location": "Netherlands",
      "followers": 43,
      "avatar_url": "https://avatars.githubusercontent.com/u/92824965?v=4",
      "created_at": "2021-10-19T20:12:26Z",
      "is_verified": null,
      "public_repos": 20,
      "account_age_days": 1742
    },
    "license": {
      "state": "absent",
      "spdx_id": null,
      "raw_spdx": null,
      "file_present": false,
      "scorecard_found": false,
      "profile_has_license": false
    },
    "activity": {
      "releases": [
        {
          "tag": "packages/orq-rc/v4.13.0-rc.10",
          "kind": "other",
          "published_at": "2026-07-28T09:50:51Z"
        },
        {
          "tag": "packages/orq-rc/v4.13.0-rc.9",
          "kind": "other",
          "published_at": "2026-07-28T06:48:04Z"
        },
        {
          "tag": "packages/orq-rc/v4.13.0-rc.8",
          "kind": "other",
          "published_at": "2026-07-28T04:19:49Z"
        },
        {
          "tag": "v4.12.8",
          "kind": "patch",
          "published_at": "2026-07-27T22:15:46Z"
        },
        {
          "tag": "v4.12.7",
          "kind": "patch",
          "published_at": "2026-07-27T18:27:43Z"
        },
        {
          "tag": "v4.12.6",
          "kind": "patch",
          "published_at": "2026-07-27T14:20:10Z"
        },
        {
          "tag": "packages/orq-rc/v4.13.0-rc.7",
          "kind": "other",
          "published_at": "2026-07-27T09:58:49Z"
        },
        {
          "tag": "packages/orq-rc/v4.13.0-rc.6",
          "kind": "other",
          "published_at": "2026-07-27T08:29:43Z"
        },
        {
          "tag": "packages/orq-rc/v4.13.0-rc.5",
          "kind": "other",
          "published_at": "2026-07-25T22:09:16Z"
        },
        {
          "tag": "packages/orq-rc/v4.13.0-rc.4",
          "kind": "other",
          "published_at": "2026-07-25T18:08:26Z"
        },
        {
          "tag": "v4.12.5",
          "kind": "patch",
          "published_at": "2026-07-25T14:17:17Z"
        },
        {
          "tag": "v4.12.4",
          "kind": "patch",
          "published_at": "2026-07-24T21:38:17Z"
        },
        {
          "tag": "packages/orq-rc/v4.13.0-rc.3",
          "kind": "other",
          "published_at": "2026-07-24T06:31:58Z"
        },
        {
          "tag": "v4.12.3",
          "kind": "patch",
          "published_at": "2026-07-23T11:55:49Z"
        },
        {
          "tag": "packages/orq-rc/v4.13.0-rc.2",
          "kind": "other",
          "published_at": "2026-07-23T11:41:42Z"
        },
        {
          "tag": "packages/orq-rc/v4.13.0-rc.1",
          "kind": "other",
          "published_at": "2026-07-23T02:34:46Z"
        },
        {
          "tag": "packages/orq-rc/v4.13.0-rc.0",
          "kind": "other",
          "published_at": "2026-07-22T22:40:10Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.56",
          "kind": "other",
          "published_at": "2026-07-22T15:27:07Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.55",
          "kind": "other",
          "published_at": "2026-07-22T14:26:01Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.54",
          "kind": "other",
          "published_at": "2026-07-22T14:08:34Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.53",
          "kind": "other",
          "published_at": "2026-07-22T12:00:14Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.52",
          "kind": "other",
          "published_at": "2026-07-22T10:09:26Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.51",
          "kind": "other",
          "published_at": "2026-07-22T09:06:09Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.50",
          "kind": "other",
          "published_at": "2026-07-22T02:15:40Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.49",
          "kind": "other",
          "published_at": "2026-07-21T15:37:08Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.48",
          "kind": "other",
          "published_at": "2026-07-21T15:08:56Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.47",
          "kind": "other",
          "published_at": "2026-07-21T13:46:47Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.46",
          "kind": "other",
          "published_at": "2026-07-21T08:41:38Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.45",
          "kind": "other",
          "published_at": "2026-07-21T08:13:09Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.44",
          "kind": "other",
          "published_at": "2026-07-21T06:18:10Z"
        },
        {
          "tag": "v4.11.10",
          "kind": "patch",
          "published_at": "2026-07-16T21:26:10Z"
        },
        {
          "tag": "v4.11.9",
          "kind": "patch",
          "published_at": "2026-07-16T11:54:43Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.34",
          "kind": "other",
          "published_at": "2026-07-16T11:09:04Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.33",
          "kind": "other",
          "published_at": "2026-07-16T09:31:04Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.32",
          "kind": "other",
          "published_at": "2026-07-16T07:30:10Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.31",
          "kind": "other",
          "published_at": "2026-07-15T13:43:29Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.30",
          "kind": "other",
          "published_at": "2026-07-15T12:30:09Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.29",
          "kind": "other",
          "published_at": "2026-07-15T06:30:45Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.28",
          "kind": "other",
          "published_at": "2026-07-14T20:51:01Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.27",
          "kind": "other",
          "published_at": "2026-07-14T16:50:49Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.25",
          "kind": "other",
          "published_at": "2026-07-14T16:33:01Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.24",
          "kind": "other",
          "published_at": "2026-07-14T15:03:27Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.23",
          "kind": "other",
          "published_at": "2026-07-14T14:48:00Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.22",
          "kind": "other",
          "published_at": "2026-07-14T13:13:38Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.21",
          "kind": "other",
          "published_at": "2026-07-14T09:51:30Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.20",
          "kind": "other",
          "published_at": "2026-07-14T08:42:32Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.13",
          "kind": "other",
          "published_at": "2026-07-10T07:12:48Z"
        },
        {
          "tag": "v4.11.7",
          "kind": "patch",
          "published_at": "2026-07-10T06:27:55Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.12",
          "kind": "other",
          "published_at": "2026-07-10T05:23:12Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.11",
          "kind": "other",
          "published_at": "2026-07-09T12:28:45Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.10",
          "kind": "other",
          "published_at": "2026-07-09T07:55:07Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.9",
          "kind": "other",
          "published_at": "2026-07-08T21:26:21Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.8",
          "kind": "other",
          "published_at": "2026-07-08T12:39:51Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.7",
          "kind": "other",
          "published_at": "2026-07-08T07:59:24Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.6",
          "kind": "other",
          "published_at": "2026-07-08T06:23:57Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.5",
          "kind": "other",
          "published_at": "2026-07-07T16:18:05Z"
        },
        {
          "tag": "v4.11.3",
          "kind": "patch",
          "published_at": "2026-07-06T11:18:36Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.3",
          "kind": "other",
          "published_at": "2026-07-06T07:50:48Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.2",
          "kind": "other",
          "published_at": "2026-07-06T04:49:01Z"
        },
        {
          "tag": "packages/orq-rc/v4.12.0-rc.1",
          "kind": "other",
          "published_at": "2026-07-05T09:23:06Z"
        },
        {
          "tag": "v4.11.0",
          "kind": "minor",
          "published_at": "2026-07-05T08:18:17Z"
        },
        {
          "tag": "packages/orq-rc/v4.11.0-rc.79",
          "kind": "other",
          "published_at": "2026-07-03T17:03:26Z"
        },
        {
          "tag": "packages/orq-rc/v4.11.0-rc.78",
          "kind": "other",
          "published_at": "2026-07-03T14:12:21Z"
        },
        {
          "tag": "packages/orq-rc/v4.11.0-rc.77",
          "kind": "other",
          "published_at": "2026-07-03T12:19:45Z"
        },
        {
          "tag": "packages/orq-rc/v4.11.0-rc.76",
          "kind": "other",
          "published_at": "2026-07-03T09:59:26Z"
        },
        {
          "tag": "packages/orq-rc/v4.11.0-rc.75",
          "kind": "other",
          "published_at": "2026-07-03T08:38:56Z"
        },
        {
          "tag": "packages/orq-rc/v4.11.0-rc.74",
          "kind": "other",
          "published_at": "2026-07-03T05:55:18Z"
        },
        {
          "tag": "packages/orq-rc/v4.11.0-rc.73",
          "kind": "other",
          "published_at": "2026-07-02T16:23:09Z"
        },
        {
          "tag": "packages/orq-rc/v4.11.0-rc.72",
          "kind": "other",
          "published_at": "2026-07-02T12:50:46Z"
        },
        {
          "tag": "packages/orq-rc/v4.11.0-rc.71",
          "kind": "other",
          "published_at": "2026-07-02T11:51:12Z"
        },
        {
          "tag": "packages/orq-rc/v4.11.0-rc.70",
          "kind": "other",
          "published_at": "2026-07-02T10:41:39Z"
        },
        {
          "tag": "packages/orq-rc/v4.11.0-rc.69",
          "kind": "other",
          "published_at": "2026-07-02T07:12:54Z"
        },
        {
          "tag": "packages/orq-rc/v4.11.0-rc.68",
          "kind": "other",
          "published_at": "2026-07-02T01:26:38Z"
        },
        {
          "tag": "packages/orq-rc/v4.11.0-rc.67",
          "kind": "other",
          "published_at": "2026-07-01T13:05:06Z"
        },
        {
          "tag": "packages/orq-rc/v4.11.0-rc.66",
          "kind": "other",
          "published_at": "2026-07-01T12:33:08Z"
        },
        {
          "tag": "packages/orq-rc/v4.11.0-rc.65",
          "kind": "other",
          "published_at": "2026-07-01T10:55:25Z"
        },
        {
          "tag": "packages/orq-rc/v4.11.0-rc.64",
          "kind": "other",
          "published_at": "2026-07-01T08:47:59Z"
        },
        {
          "tag": "packages/orq-rc/v4.11.0-rc.63",
          "kind": "other",
          "published_at": "2026-07-01T08:31:44Z"
        },
        {
          "tag": "packages/orq-rc/v4.11.0-rc.62",
          "kind": "other",
          "published_at": "2026-07-01T07:00:38Z"
        },
        {
          "tag": "packages/orq-rc/v4.11.0-rc.60",
          "kind": "other",
          "published_at": "2026-06-30T08:23:04Z"
        },
        {
          "tag": "packages/orq-rc/v4.11.0-rc.59",
          "kind": "other",
          "published_at": "2026-06-30T07:28:33Z"
        },
        {
          "tag": "packages/orq-rc/v4.11.0-rc.58",
          "kind": "other",
          "published_at": "2026-06-30T06:10:05Z"
        },
        {
          "tag": "packages/orq-rc/v4.11.0-rc.57",
          "kind": "other",
          "published_at": "2026-06-30T03:21:20Z"
        },
        {
          "tag": "packages/orq-rc/v4.11.0-rc.56",
          "kind": "other",
          "published_at": "2026-06-29T16:38:03Z"
        },
        {
          "tag": "packages/orq-rc/v4.11.0-rc.55",
          "kind": "other",
          "published_at": "2026-06-29T13:56:45Z"
        },
        {
          "tag": "packages/orq-rc/v4.11.0-rc.54",
          "kind": "other",
          "published_at": "2026-06-29T09:19:10Z"
        },
        {
          "tag": "packages/orq-rc/v4.11.0-rc.53",
          "kind": "other",
          "published_at": "2026-06-29T06:31:58Z"
        },
        {
          "tag": "v4.10.36",
          "kind": "patch",
          "published_at": "2026-06-28T21:55:27Z"
        },
        {
          "tag": "packages/orq-rc/v4.11.0-rc.52",
          "kind": "other",
          "published_at": "2026-06-26T19:26:45Z"
        },
        {
          "tag": "v4.10.35",
          "kind": "patch",
          "published_at": "2026-06-26T17:40:10Z"
        },
        {
          "tag": "packages/orq-rc/v4.11.0-rc.51",
          "kind": "other",
          "published_at": "2026-06-26T14:14:55Z"
        },
        {
          "tag": "v4.10.34",
          "kind": "patch",
          "published_at": "2026-06-26T11:49:17Z"
        },
        {
          "tag": "packages/orq-rc/v4.11.0-rc.50",
          "kind": "other",
          "published_at": "2026-06-26T10:50:12Z"
        },
        {
          "tag": "packages/orq-rc/v4.11.0-rc.49",
          "kind": "other",
          "published_at": "2026-06-25T07:49:43Z"
        },
        {
          "tag": "packages/orq-rc/v4.11.0-rc.48",
          "kind": "other",
          "published_at": "2026-06-25T06:41:47Z"
        },
        {
          "tag": "v4.10.33",
          "kind": "patch",
          "published_at": "2026-06-24T20:17:22Z"
        },
        {
          "tag": "packages/orq-rc/v4.11.0-rc.47",
          "kind": "other",
          "published_at": "2026-06-24T15:42:27Z"
        },
        {
          "tag": "packages/orq-rc/v4.11.0-rc.46",
          "kind": "other",
          "published_at": "2026-06-24T14:49:16Z"
        },
        {
          "tag": "packages/orq-rc/v4.11.0-rc.45",
          "kind": "other",
          "published_at": "2026-06-24T13:31:30Z"
        },
        {
          "tag": "packages/orq-rc/v4.11.0-rc.44",
          "kind": "other",
          "published_at": "2026-06-24T03:31:20Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "340f48121f2ce8cfc61a10184bc3d1d392af9e8c",
          "body": null,
          "is_bot": false,
          "headline": "ci: regenerated with OpenAPI Doc , Speakeasy CLI 1.791.0",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-28T09:50:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "19c87bd735628fc4fa97d1e866ea33e8358227df",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-28T09:44:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6df416477a74fa5299e32f55f5ca1fa50aa7c860",
          "body": null,
          "is_bot": false,
          "headline": "ci: regenerated with OpenAPI Doc , Speakeasy CLI 1.791.0",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-28T06:47:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "61c8fc86b4863a9b16ca730f601da261c0e8c4fe",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-28T06:41:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8d95ee5356914b364d12ebe17d7424e747c779ef",
          "body": "* `orq.prompts.list()`:  `response.data[]` **Changed** (Breaking ⚠️)\n* `orq.prompts.retrieve()`:  `response` **Changed** (Breaking ⚠️)\n* `orq.deployments.get_config()`:  `response.parameters.reasoning_effort` **Changed** (Breaking ⚠️)\n* `orq.deployments.stream()`:  `response.[].data.provider` **Chan\n[…]\n.plugins[].of_response_healing` **Added**\n* `orq.router.chat.completions.create()`: \n  *  `request.plugins[].union(ResponseHealingPlugin)` **Added**\n* `orq.agents.stream_run()`:  `request` **Changed**",
          "is_bot": false,
          "headline": "## Python SDK Changes:",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-28T04:19:25Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "09000adfc574659b0fe24dae387423b10f36ad84",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-28T04:13:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e7eb6abe38f58371d711a9bc47f6c9f70376dec1",
          "body": null,
          "is_bot": false,
          "headline": "ci: regenerated with OpenAPI Doc , Speakeasy CLI 1.791.0",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-27T22:15:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0b48825b3f29ec3d79163b4e94e9dba022512710",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-27T22:10:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4d9fb6bc726168eb1d4f0bea0211237c8ceeefd8",
          "body": "* `orq.deployments.invoke()`:  `response.provider` **Changed** (Breaking ⚠️)\n* `orq.deployments.list()`:  `response.data[].prompt_config.provider` **Changed** (Breaking ⚠️)\n* `orq.deployments.stream()`:  `response.[].data.provider` **Changed** (Breaking ⚠️)\n* `orq.prompts.list()`:  `response.data[].\n[…]\nponses.create()`: \n  *  `request.reasoning.effort.enum(max)` **Added**\n  *  `response` **Changed** (Breaking ⚠️)\n* `orq.responses.get()`:  `response.reasoning.effort.enum(max)` **Added** (Breaking ⚠️)",
          "is_bot": false,
          "headline": "## Python SDK Changes:",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-27T18:27:21Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5043319d3e077e49b1872316e85ed5a7b4e7ea6f",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-27T18:21:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "968088bf937cd8adf473b69b2f9fa84b985d3076",
          "body": null,
          "is_bot": false,
          "headline": "ci: regenerated with OpenAPI Doc , Speakeasy CLI 1.791.0",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-27T14:19:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b3581dc5021d5d289a9ff1b93c0303634f1dc977",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-27T14:13:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f0c1e4dc766e86ba55eb34708640f81d0c766735",
          "body": "* `orq.models.create()`:  `response` **Changed** (Breaking ⚠️)\n* `orq.models.create_aws_bedrock()`:  `response` **Changed** (Breaking ⚠️)\n* `orq.models.update_aws_bedrock()`:  `response` **Changed** (Breaking ⚠️)\n* `orq.models.import_litellm()`:  `response.[]` **Changed** (Breaking ⚠️)\n* `orq.models\n[…]\nmodels.update_openai_like()`:  `response` **Changed** (Breaking ⚠️)\n* `orq.models.create_vertex()`:  `response` **Changed** (Breaking ⚠️)\n* `orq.models.update()`:  `response` **Changed** (Breaking ⚠️)",
          "is_bot": false,
          "headline": "## Python SDK Changes:",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-27T09:58:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6f41953995d6a7ece002160f3ce3f09868815815",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-27T09:52:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0ca7a67ecea04445fb9518c89c3eb570223364fe",
          "body": "* `orq.mcp_gateway_calls.list()`: **Added**\n* `orq.mcp_gateways.list()`: **Added**\n* `orq.mcp_gateways.create()`: **Added**\n* `orq.mcp_gateways.list_tools()`: **Added**\n* `orq.mcp_gateways.test_tool()`: **Added**\n* `orq.mcp_gateways.get()`: **Added**\n* `orq.mcp_gateways.delete()`: **Added**\n* `orq.m\n[…]\n_key.mcp_access` **Added**\n* `orq.api_keys.get()`:  `response.api_key.mcp_access` **Added**\n* `orq.api_keys.update()`: \n  *  `request.mcp_access` **Added**\n  *  `response.api_key.mcp_access` **Added**",
          "is_bot": false,
          "headline": "## Python SDK Changes:",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-27T08:29:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fca4712d8a24699f20a1d010e1d3531ab9b2547a",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-27T08:23:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5f35b37ab8268ce2d2d54766de026bbd7726f63c",
          "body": "* `orq.agents.create()`: \n  *  `request.settings.tools[]` **Changed**\n* `orq.agents.update()`: \n  *  `request.settings.tools[]` **Changed**\n* `orq.agents.run()`: \n  *  `request.settings.tools[]` **Changed**\n* `orq.agents.stream_run()`: \n  *  `request.settings.tools[]` **Changed**",
          "is_bot": false,
          "headline": "## Python SDK Changes:",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-25T22:09:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6bd82484fde677c26756c4d5c712bf19759820f6",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-25T22:04:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "08b5d302db6a47461a7d060c36cca546b04ccaa0",
          "body": "* `orq.reporting.query()`: \n  *  `request` **Changed**\n  *  `response.request` **Changed** (Breaking ⚠️)\n* `orq.monitors.list_presets()`: **Added**\n* `orq.monitors.delete()`: **Added**\n* `orq.alerts.delete()`: **Added**\n* `orq.alerts.update()`: **Added**\n* `orq.alerts.check_now()`: **Added**\n* `orq.\n[…]\nq.people.delete()`: **Added**\n* `orq.people.update()`: **Added**\n* `orq.people.resend_invitation()`: **Added**\n* `orq.evals.delete()`:  `error.status[409]` **Added**\n* `orq.alerts.create()`: **Added**",
          "is_bot": false,
          "headline": "## Python SDK Changes:",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-25T18:08:12Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "96b12d2fe9c25499845229020b98ea25f118e74e",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-25T18:02:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a2e19aacded920bdd0eb22953f408cc1ff9df991",
          "body": null,
          "is_bot": false,
          "headline": "ci: regenerated with OpenAPI Doc , Speakeasy CLI 1.791.0",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-25T14:17:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "89c76b98c5f3bd0386d5ec45156a3e9606b098ae",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-25T14:12:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4c61a4ba2d54380aded0c24b8e290c8eff0a4203",
          "body": null,
          "is_bot": false,
          "headline": "ci: regenerated with OpenAPI Doc , Speakeasy CLI 1.791.0",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-24T21:37:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d711c0be824c0f85663758078856f77a9c028dc1",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-24T21:31:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1c929394012ffc8b87b123e51ade820fce2f18e5",
          "body": null,
          "is_bot": false,
          "headline": "ci: regenerated with OpenAPI Doc , Speakeasy CLI 1.790.3",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-24T06:31:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "114ae7050719c2d96dbc9c790f78ae2dd3242654",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-24T06:25:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cdb9aa93c8192b6890f6a59bbd5864efeb757b7f",
          "body": "* `orq.policies.retrieve()`:  `response.models_config.mode.enum(latency_based)` **Added** (Breaking ⚠️)\n* `orq.routing_rules.list()`:  `response.data[].models_config.mode.enum(latency_based)` **Added** (Breaking ⚠️)\n* `orq.responses.create()`: \n  *  `request` **Changed** (Breaking ⚠️)\n  *  `response\n[…]\n()`:  `response.identity.budget.alerts` **Added**\n* `orq.identities.update()`:  `response.identity.budget.alerts` **Added**\n* `orq.notifiers.get()`: **Added**\n* `orq.reporting.query()`: **Deprecated**",
          "is_bot": false,
          "headline": "## Python SDK Changes:",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-23T11:55:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "771726a07fd76817f362574ecf9f4ab88d5683f1",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-23T11:49:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7f85e7a530f275bfcc7a3d0421aa85088f85db26",
          "body": "* `orq.responses.create()`: \n  *  `request.input.union(Array<2>)[].type` **Changed**\n  *  `response.[].data` **Changed** (Breaking ⚠️)",
          "is_bot": false,
          "headline": "## Python SDK Changes:",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-23T11:41:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "31956820f595bf3133c4c6d0c6221def98266863",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-23T11:35:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8723892d9301bdcdf493c36a3d9ca4942193dc55",
          "body": null,
          "is_bot": false,
          "headline": "ci: regenerated with OpenAPI Doc , Speakeasy CLI 1.790.3",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-23T02:34:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c6032fc28539c4e6d45e3266249ed79d4a262001",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-23T02:28:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6e3604545eb5bf17c36f5fdba024079bef74fc25",
          "body": "* `orq.smart_routers.list()`: **Added**\n* `orq.smart_routers.create()`: **Added**\n* `orq.smart_routers.get()`: **Added**\n* `orq.smart_routers.delete()`: **Added**\n* `orq.smart_routers.update()`: **Added**\n* `orq.smart_routers.set_enabled()`: **Added**\n* `orq.models.create_autorouter()`: **Removed** \n[…]\netadata.autorouter` **Changed**\n* `orq.models.update()`: \n  *  `request.metadata.autorouter` **Changed**\n  *  `response.metadata.autorouter` **Changed**\n* `orq.budgets.list()`:  `response` **Changed**",
          "is_bot": false,
          "headline": "## Python SDK Changes:",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-22T22:39:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "31f97b063d0bac4e988514bc39297dfeb7b4c9ca",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-22T22:33:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5d46f06fbadcd4badb9d2eb97501c8bcb3ecc189",
          "body": null,
          "is_bot": false,
          "headline": "ci: regenerated with OpenAPI Doc , Speakeasy CLI 1.790.3",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-22T15:26:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "35a4923557cfce5f1d58ddf53f2c07cf8af1e5d7",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-22T15:20:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d53773a3be7e0b0db68cded9e90296966f388d7a",
          "body": null,
          "is_bot": false,
          "headline": "ci: regenerated with OpenAPI Doc , Speakeasy CLI 1.790.3",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-22T14:25:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2b3008308c22d23c519e1dff6238c7657a326c80",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-22T14:19:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "699db53f5fe1e38013c6b84624513fa3c1f96771",
          "body": null,
          "is_bot": false,
          "headline": "ci: regenerated with OpenAPI Doc , Speakeasy CLI 1.790.3",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-22T14:08:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ffa25ccb241e0a15cd73c09af94884cb970053a5",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-22T14:03:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "93fed19a0622e49819130e69ad00873bb9bd5be7",
          "body": null,
          "is_bot": false,
          "headline": "ci: regenerated with OpenAPI Doc , Speakeasy CLI 1.790.3",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-22T11:59:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f6dbaa3ef7e5bd8b7604841682cfe3ac76f6ce34",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-22T11:54:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2a1ff0756cd4916077c91b47ebe6edf584de597f",
          "body": null,
          "is_bot": false,
          "headline": "ci: regenerated with OpenAPI Doc , Speakeasy CLI 1.790.3",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-22T10:09:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b7b28a11ac7bbda063be0dae2354d04b31f4483d",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-22T10:03:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7e09738a8594d829276ef6ee1ea139dbb674c2c9",
          "body": "* `orq.agents.create()`: \n  *  `request.settings.tools[]` **Changed** (Breaking ⚠️)\n* `orq.agents.update()`: \n  *  `request.settings.tools[]` **Changed** (Breaking ⚠️)",
          "is_bot": false,
          "headline": "## Python SDK Changes:",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-22T09:05:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8ac85319e238f5d4ddc9699ce60273bdb31e2aa7",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-22T09:01:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "40720367ebd1b430e5e2ed1615c45dfd8bcf367b",
          "body": "* `orq.agents.create()`: \n  *  `request.settings.tools[].union(Provider Built-in Tool)` **Changed**\n* `orq.agents.update()`: \n  *  `request.settings.tools[].union(Provider Built-in Tool)` **Changed**\n* `orq.datasets.clear()`:  `error.status[404]` **Added**",
          "is_bot": false,
          "headline": "## Python SDK Changes:",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-22T02:15:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9ca2ff8b1f66d8da9c267bef8e5d5a6e6ef06929",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-22T02:09:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3d5b2a25267595faad5b5b8068a27cd89089d2e7",
          "body": "* `orq.files.list()`:  `request.purpose` **Added**",
          "is_bot": false,
          "headline": "## Python SDK Changes:",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-21T15:36:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6e5ae5fdbd136b530abd657a15ac088e10f449f3",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-21T15:30:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ca09dcfbe85f15e72857b5d216b529b1f05f7385",
          "body": null,
          "is_bot": false,
          "headline": "ci: regenerated with OpenAPI Doc , Speakeasy CLI 1.790.3",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-21T15:08:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9f30703ed745da0e0f37575d56fff28225c71dab",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-21T15:02:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "49ed7e0bdfc1827da9810de90ebb5695071f53fb",
          "body": null,
          "is_bot": false,
          "headline": "ci: regenerated with OpenAPI Doc , Speakeasy CLI 1.790.3",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-21T13:46:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1d94c0c7eeee69e15a5c2fb1984e57b3e8a0ac96",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-21T13:40:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "263aeca16fbc7caf8a9d4cffc4c239abe933de61",
          "body": null,
          "is_bot": false,
          "headline": "ci: regenerated with OpenAPI Doc , Speakeasy CLI 1.790.3",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-21T08:41:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a1e4e8b3c65c5cc809002b7678867b961d07e76b",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-21T08:34:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "583dc7b1fdfd9e450be32af778b7a24220c8b2e8",
          "body": null,
          "is_bot": false,
          "headline": "ci: regenerated with OpenAPI Doc , Speakeasy CLI 1.790.3",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-21T08:12:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "afa9c81530785231e3795bb5a963a421f004f218",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-21T08:07:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3259f1cdc5202405f0c8aa9596d4910f111aec74",
          "body": "* `orq.responses.create()`: \n  *  `request.input.union(Array<2>)[]` **Changed**\n  *  `response.usage` **Changed** (Breaking ⚠️)\n* `orq.responses.get()`:  `response` **Changed** (Breaking ⚠️)\n* `orq.agents.update()`: \n  *  `request.settings.tools[]` **Changed**\n  *  `response` **Changed**\n* `orq.budg\n[…]\nge.retrieve_datasource()`:  `response.metadata` **Added**\n* `orq.knowledge.update_datasource()`:  `response.metadata` **Added**\n* `orq.webhooks.count()`: **Added**\n* `orq.webhooks.create()`: **Added**",
          "is_bot": false,
          "headline": "## Python SDK Changes:",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-21T06:17:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c1cd2008d733582d970f08da835985bb82358c4e",
          "body": "Add overlay to fix QueryParamMetadata type-name collision",
          "is_bot": false,
          "headline": "Merge pull request #69 from orq-ai/fix-queryparammetadata-collision",
          "author_name": "Harold",
          "author_login": "haroldorquesta",
          "committed_at": "2026-07-21T06:09:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "37888d7b53e5ccaa72223306363ae9109b6fc03e",
          "body": "The listDatasources `metadata` query parameter is an inline object whose\nadditionalProperties value union was generated as `QueryParamMetadata`,\nshadowing the `QueryParamMetadata` class imported from orq_ai_sdk.utils in\nlistdatasourcesop.py and breaking type checking.\n\nAdd a Speakeasy overlay that t\n[…]\ndataFilter)\nand its additionalProperties value (DatasourceMetadataValue), and wire it\ninto both the prerelease and stable sources.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add overlay to fix QueryParamMetadata type-name collision",
          "author_name": "haroldorquesta",
          "author_login": "haroldorquesta",
          "committed_at": "2026-07-21T06:01:15Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "db8e7556379069fff77e518c5110ccbb32cdef62",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-21T01:18:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b45893556c9f9e69e85d1c5dbd08b2f104482ad2",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-20T15:40:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "242ce5c57b19f03d79812af0cb69735615d8f7f2",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-20T13:58:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dc7953699411ccda9cfa45772e637d13e90646c2",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-20T13:02:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "27d5f2d837fab24dff06fb7edbce1312cb2ab8a3",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-20T10:00:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "85517379fb71c3b0de16622202984607c1dd642d",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-20T03:51:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c9350df2e6e21bf4cae699a3bccf1c50c24842d2",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-17T12:18:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "119b125089b2614d7e1450ff16852e6436bd7acd",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-17T10:59:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "10bf9fdd6bad72b9271f55a2499689568e816731",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-17T02:35:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d45bd621335f696ecbe6f9f8af01461a57aae58a",
          "body": "* `orq.responses.create()`:  `response.usage` **Changed** (Breaking ⚠️)\n* `orq.responses.get()`:  `response` **Changed** (Breaking ⚠️)\n* `orq.agents.create()`:  `response.skills` **Changed**\n* `orq.agents.list()`:  `response.data[].skills` **Changed**\n* `orq.agents.retrieve()`:  `response.skills` **Changed**\n* `orq.agents.update()`:  `response.skills` **Changed**",
          "is_bot": false,
          "headline": "## Python SDK Changes:",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-16T21:25:50Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cce1073406c57e60172b948ab6679eb5b24eb6d0",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-16T21:20:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0e2c424246ca1c1f9aceb8a90e340e399b8d0cdb",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-16T16:31:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "94e4ff60b5d33295c3ef0b457a5b2e098f012be5",
          "body": null,
          "is_bot": false,
          "headline": "ci: regenerated with OpenAPI Doc , Speakeasy CLI 1.790.2",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-16T11:54:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eb5021a2c0da6817e52021d8e14595a043234d3b",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-16T11:45:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f0e9f025253e5803d327f5d90ca9559b19b78bb5",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-16T11:42:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "75ce92381798e815a3fb7c29d77b0c95e18892da",
          "body": "* `orq.datasets.list_datapoints()`:  `response.data[].evaluations[].union(boolean)` **Added** (Breaking ⚠️)\n* `orq.datasets.create_datapoint()`:  `response.[].evaluations[].union(boolean)` **Added** (Breaking ⚠️)\n* `orq.datasets.retrieve_datapoint()`:  `response.evaluations[].union(boolean)` **Added** (Breaking ⚠️)\n* `orq.datasets.update_datapoint()`:  `response.evaluations[].union(boolean)` **Added** (Breaking ⚠️)\n* `orq.feedback.create_evaluation()`: \n  *  `request.union(boolean)` **Added**",
          "is_bot": false,
          "headline": "## Python SDK Changes:",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-16T11:08:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8d0c292a660b6797725e6a581a83a87cb10e6b3a",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-16T11:03:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "78ec36b544e5b6cc2d0506a9e3caa38f243c0ca4",
          "body": null,
          "is_bot": false,
          "headline": "ci: regenerated with OpenAPI Doc , Speakeasy CLI 1.790.2",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-16T09:30:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "96928688828bc3a9d226873588f2ebd7cba14ea3",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-16T09:25:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4b2858d16ef68eded9df1941e7064e83fdb6468b",
          "body": null,
          "is_bot": false,
          "headline": "ci: regenerated with OpenAPI Doc , Speakeasy CLI 1.790.2",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-16T07:29:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "99302b6bcd65c5b8f14cae4b0d12a0c7fad8207c",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-16T07:23:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c47e838358462f9efbfaf5a98ebd6e7776653db8",
          "body": null,
          "is_bot": false,
          "headline": "ci: regenerated with OpenAPI Doc , Speakeasy CLI 1.790.1",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-15T13:43:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4498a1abb245c75921408fa4c716d2906c818d3a",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-15T13:37:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "13c55ae53df985ff4ea673eb3badba4741bff5f7",
          "body": null,
          "is_bot": false,
          "headline": "ci: regenerated with OpenAPI Doc , Speakeasy CLI 1.790.1",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-15T12:29:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "64e9b4efe7567769cd1851a936a7d43233e2428f",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-15T12:24:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "535d17450e06e2a4d4a3263da43fc14589728611",
          "body": null,
          "is_bot": false,
          "headline": "ci: regenerated with OpenAPI Doc , Speakeasy CLI 1.790.1",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-15T06:30:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "778a119ce67cddc2b46b0982ec3fb8485a72b27f",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-15T06:25:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2674cc41882dce7239a9125f6d5eff065cbbe8fd",
          "body": "* `orq.prompts.list()`:  `response.data[].prompt.guardrails[].id.union(1).enum(orq_secret_detection)` **Added** (Breaking ⚠️)\n* `orq.agents.list()`:  `response.data[].model` **Changed** (Breaking ⚠️)\n* `orq.agents.retrieve()`:  `response.model` **Changed** (Breaking ⚠️)\n* `orq.agents.update()`: \n  *\n[…]\nn()`:  `request` **Changed**\n* `orq.agents.stream_run()`:  `request` **Changed**\n* `orq.router.chat.completions.create()`: \n  *  `request.guardrails[].id.union(1).enum(orq_secret_detection)` **Added**",
          "is_bot": false,
          "headline": "## Python SDK Changes:",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-14T20:50:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2d765dd564777d7c7a7f67b2aa21889650046cd7",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-14T20:44:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6b6314468a35688fe9a545cd8b4f902727c68aed",
          "body": null,
          "is_bot": false,
          "headline": "ci: regenerated with OpenAPI Doc , Speakeasy CLI 1.790.1",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-14T16:50:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7d49e8a5aafa03f4aa03c93006e66b588ebf741c",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-14T16:43:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9b151ce93b5f2690d768ecf6f0c2a2ee489ac3e9",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-14T16:38:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e8d741415dd0a8a8058b2b9effb4cc518d373d14",
          "body": null,
          "is_bot": false,
          "headline": "ci: regenerated with OpenAPI Doc , Speakeasy CLI 1.790.1",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-14T16:32:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "86529504387bd349fb31caebca9c2dd44b9f57e4",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-14T16:26:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "12e457339ec8747477238b12b88d87ee9a2d5ef4",
          "body": null,
          "is_bot": false,
          "headline": "ci: regenerated with OpenAPI Doc , Speakeasy CLI 1.790.1",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-14T15:03:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1aaf7a54c9867a405484a59ca7c1aa2887c6e36a",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-14T14:57:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4d757feaddcfa6e31e807f11df02c41f720fd0c1",
          "body": null,
          "is_bot": false,
          "headline": "ci: regenerated with OpenAPI Doc , Speakeasy CLI 1.790.1",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-14T14:47:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f42c22ccebcac5e802314a000b2cd2d96c79d004",
          "body": null,
          "is_bot": false,
          "headline": "Publish openapi schema",
          "author_name": "Orq GitHub Actions",
          "author_login": "thedevtoni",
          "committed_at": "2026-07-14T14:41:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "91b0ab8c8e49470544623b331c2169249f6a3102",
          "body": null,
          "is_bot": false,
          "headline": "ci: regenerated with OpenAPI Doc , Speakeasy CLI 1.790.1",
          "author_name": "speakeasybot",
          "author_login": "speakeasybot",
          "committed_at": "2026-07-14T13:13:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 100,
      "commits_last_year": 2479,
      "latest_release_at": "2026-07-28T09:50:51Z",
      "latest_release_tag": "packages/orq-rc/v4.13.0-rc.10",
      "releases_from_tags": false,
      "days_since_last_push": 0,
      "active_weeks_last_year": 52,
      "days_since_latest_release": 0,
      "mean_days_between_releases": 0.3
    },
    "community": {
      "has_readme": true,
      "has_license": false,
      "has_description": true,
      "has_contributing": true,
      "health_percentage": 37,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "orq-ai-sdk",
          "exists": true,
          "license": null,
          "keywords": [],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/orq-ai-sdk/",
          "is_deprecated": false,
          "latest_version": "4.12.8",
          "repository_url": "https://github.com/orq-ai/orq-python.git",
          "versions_count": 1390,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": null,
          "first_published_at": "2024-03-14T13:57:18.831061Z",
          "latest_published_at": "2026-07-27T22:16:26.863661Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 0
        }
      ]
    },
    "popularity": {
      "forks": 1,
      "stars": 9,
      "watchers": 1,
      "fork_history": {
        "days": [
          {
            "date": "2025-07-06",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 1,
        "total_forks": 1
      },
      "star_history": null,
      "open_issues_and_prs": 7
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": false,
      "bootstrap_files": [],
      "api_schema_files": [
        "openapi.yaml"
      ],
      "has_devcontainer": false,
      "typecheck_configs": [
        "packages/orq-rc/py.typed",
        "packages/orq-rc/src/orq_ai_sdk/py.typed",
        "py.typed",
        "src/orq_ai_sdk/py.typed"
      ],
      "toolchain_manifests": [],
      "largest_source_bytes": 1228073,
      "source_files_sampled": 1508,
      "oversized_source_files": 75,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "pyproject.toml"
      ],
      "advisories": {
        "error": null,
        "scope": "repository_graph",
        "source": "osv",
        "findings": [
          {
            "name": "cryptography",
            "direct": false,
            "version": "46.0.3",
            "severity": "critical",
            "ecosystem": "pypi",
            "cvss_score": 9.8,
            "advisory_ids": [
              "GHSA-537c-gmf6-5ccf",
              "GHSA-m959-cc7f-wv43",
              "GHSA-p423-j2cm-9vmq",
              "GHSA-r6ph-v2qm-q3c2",
              "PYSEC-2026-2141",
              "PYSEC-2026-35",
              "PYSEC-2026-36"
            ],
            "fixed_version": "48.0.1",
            "advisory_count": 7,
            "oldest_advisory_days": 167
          },
          {
            "name": "click",
            "direct": false,
            "version": "8.3.0",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.2,
            "advisory_ids": [
              "PYSEC-2026-2132"
            ],
            "fixed_version": "8.3.3",
            "advisory_count": 1,
            "oldest_advisory_days": 88
          },
          {
            "name": "click",
            "direct": false,
            "version": "8.3.1",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.2,
            "advisory_ids": [
              "PYSEC-2026-2132"
            ],
            "fixed_version": "8.3.3",
            "advisory_count": 1,
            "oldest_advisory_days": 88
          },
          {
            "name": "mcp",
            "direct": false,
            "version": "1.21.0",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.1,
            "advisory_ids": [
              "GHSA-9h52-p55h-vw2f",
              "GHSA-jpw9-pfvf-9f58",
              "GHSA-vj7q-gjh5-988w",
              "PYSEC-2026-1617",
              "PYSEC-2026-3482",
              "PYSEC-2026-3483"
            ],
            "fixed_version": "1.28.1",
            "advisory_count": 6,
            "oldest_advisory_days": 237
          },
          {
            "name": "mcp",
            "direct": false,
            "version": "1.25.0",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.6,
            "advisory_ids": [
              "GHSA-hvrp-rf83-w775",
              "GHSA-jpw9-pfvf-9f58",
              "GHSA-vj7q-gjh5-988w",
              "PYSEC-2026-3481",
              "PYSEC-2026-3482",
              "PYSEC-2026-3483"
            ],
            "fixed_version": "1.28.1",
            "advisory_count": 6,
            "oldest_advisory_days": 11
          },
          {
            "name": "pyjwt",
            "direct": false,
            "version": "2.10.1",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.5,
            "advisory_ids": [
              "GHSA-752w-5fwx-jx9f",
              "GHSA-993g-76c3-p5m4",
              "GHSA-fhv5-28vv-h8m8",
              "GHSA-jq35-7prp-9v3f",
              "GHSA-w7vc-732c-9m39",
              "GHSA-xgmm-8j9v-c9wx",
              "PYSEC-2025-183",
              "PYSEC-2026-120",
              "PYSEC-2026-175",
              "PYSEC-2026-176"
            ],
            "fixed_version": "2.13.0",
            "advisory_count": 13,
            "oldest_advisory_days": 361
          },
          {
            "name": "python-multipart",
            "direct": false,
            "version": "0.0.20",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 8.6,
            "advisory_ids": [
              "GHSA-5rvq-cxj2-64vf",
              "GHSA-6jv3-5f52-599m",
              "GHSA-mj87-hwqh-73pj",
              "GHSA-pp6c-gr5w-3c5g",
              "GHSA-v9pg-7xvm-68hf",
              "GHSA-vffw-93wf-4j4q",
              "GHSA-wp53-j4wj-2cfg",
              "PYSEC-2026-1852",
              "PYSEC-2026-3036",
              "PYSEC-2026-3037"
            ],
            "fixed_version": "0.0.31",
            "advisory_count": 14,
            "oldest_advisory_days": 182
          },
          {
            "name": "python-multipart",
            "direct": false,
            "version": "0.0.21",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 8.6,
            "advisory_ids": [
              "GHSA-5rvq-cxj2-64vf",
              "GHSA-6jv3-5f52-599m",
              "GHSA-mj87-hwqh-73pj",
              "GHSA-pp6c-gr5w-3c5g",
              "GHSA-v9pg-7xvm-68hf",
              "GHSA-vffw-93wf-4j4q",
              "GHSA-wp53-j4wj-2cfg",
              "PYSEC-2026-1852",
              "PYSEC-2026-3036",
              "PYSEC-2026-3037"
            ],
            "fixed_version": "0.0.31",
            "advisory_count": 14,
            "oldest_advisory_days": 182
          },
          {
            "name": "starlette",
            "direct": false,
            "version": "0.50.0",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.5,
            "advisory_ids": [
              "GHSA-82w8-qh3p-5jfq",
              "GHSA-86qp-5c8j-p5mr",
              "GHSA-jp82-jpqv-5vv3",
              "GHSA-wqp7-x3pw-xc5r",
              "GHSA-x746-7m8f-x49c",
              "PYSEC-2026-161",
              "PYSEC-2026-2280",
              "PYSEC-2026-2281",
              "PYSEC-2026-248",
              "PYSEC-2026-249"
            ],
            "fixed_version": "1.3.1",
            "advisory_count": 10,
            "oldest_advisory_days": 66
          },
          {
            "name": "starlette",
            "direct": false,
            "version": "0.52.1",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.5,
            "advisory_ids": [
              "GHSA-82w8-qh3p-5jfq",
              "GHSA-86qp-5c8j-p5mr",
              "GHSA-jp82-jpqv-5vv3",
              "GHSA-wqp7-x3pw-xc5r",
              "GHSA-x746-7m8f-x49c",
              "PYSEC-2026-161",
              "PYSEC-2026-2280",
              "PYSEC-2026-2281",
              "PYSEC-2026-248",
              "PYSEC-2026-249"
            ],
            "fixed_version": "1.3.1",
            "advisory_count": 10,
            "oldest_advisory_days": 66
          },
          {
            "name": "urllib3",
            "direct": false,
            "version": "2.5.0",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.5,
            "advisory_ids": [
              "GHSA-2xpw-w6gg-jr37",
              "GHSA-38jv-5279-wg99",
              "GHSA-gm62-xv2j-4w53",
              "GHSA-qccp-gfcp-xxvc",
              "PYSEC-2026-141",
              "PYSEC-2026-1994",
              "PYSEC-2026-1996",
              "PYSEC-2026-1998"
            ],
            "fixed_version": "2.7.0",
            "advisory_count": 8,
            "oldest_advisory_days": 234
          },
          {
            "name": "urllib3",
            "direct": false,
            "version": "2.6.3",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.5,
            "advisory_ids": [
              "GHSA-mf9v-mfxr-j63j",
              "GHSA-qccp-gfcp-xxvc",
              "PYSEC-2026-141",
              "PYSEC-2026-142"
            ],
            "fixed_version": "2.7.0",
            "advisory_count": 4,
            "oldest_advisory_days": 77
          },
          {
            "name": "requests",
            "direct": true,
            "version": "2.32.4",
            "severity": "moderate",
            "ecosystem": "pypi",
            "cvss_score": 5.5,
            "advisory_ids": [
              "GHSA-gc5v-m9x4-r6x2",
              "PYSEC-2026-2275"
            ],
            "fixed_version": "2.33.0",
            "advisory_count": 2,
            "oldest_advisory_days": 124
          },
          {
            "name": "idna",
            "direct": false,
            "version": "3.10",
            "severity": "moderate",
            "ecosystem": "pypi",
            "cvss_score": 5.3,
            "advisory_ids": [
              "GHSA-65pc-fj4g-8rjx",
              "PYSEC-2026-215"
            ],
            "fixed_version": "3.15",
            "advisory_count": 2,
            "oldest_advisory_days": 69
          },
          {
            "name": "idna",
            "direct": false,
            "version": "3.11",
            "severity": "moderate",
            "ecosystem": "pypi",
            "cvss_score": 5.3,
            "advisory_ids": [
              "GHSA-65pc-fj4g-8rjx",
              "PYSEC-2026-215"
            ],
            "fixed_version": "3.15",
            "advisory_count": 2,
            "oldest_advisory_days": 69
          },
          {
            "name": "pydantic-settings",
            "direct": false,
            "version": "2.12.0",
            "severity": "moderate",
            "ecosystem": "pypi",
            "cvss_score": 5.3,
            "advisory_ids": [
              "GHSA-4xgf-cpjx-pc3j"
            ],
            "fixed_version": "2.14.2",
            "advisory_count": 1,
            "oldest_advisory_days": 38
          },
          {
            "name": "python-dotenv",
            "direct": false,
            "version": "1.2.1",
            "severity": "moderate",
            "ecosystem": "pypi",
            "cvss_score": 6.6,
            "advisory_ids": [
              "GHSA-mf9w-mj56-hr94",
              "PYSEC-2026-2270"
            ],
            "fixed_version": "1.2.2",
            "advisory_count": 2,
            "oldest_advisory_days": 98
          }
        ],
        "collected": true,
        "malicious": [],
        "truncated": false,
        "by_severity": {
          "high": 11,
          "critical": 1,
          "moderate": 5
        },
        "advisory_count": 103,
        "affected_count": 17,
        "assessed_count": 93,
        "malicious_count": 0,
        "assessed_package": null,
        "unassessed_count": 0,
        "direct_affected_count": 1
      },
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [
        {
          "name": "httpcore",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.0.9"
        },
        {
          "name": "httpx",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.28.1"
        },
        {
          "name": "pydantic",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.11.2,<2.13"
        },
        {
          "name": "requests",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.33.0,<3.0.0"
        }
      ],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "httpcore",
            "direct": true,
            "version": "1.0.9",
            "ecosystem": "pypi"
          },
          {
            "name": "httpx",
            "direct": true,
            "version": "0.28.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": true,
            "version": "2.11.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": true,
            "version": "2.12.5",
            "ecosystem": "pypi"
          },
          {
            "name": "requests",
            "direct": true,
            "version": "2.32.4",
            "ecosystem": "pypi"
          },
          {
            "name": "requests",
            "direct": true,
            "version": "2.34.2",
            "ecosystem": "pypi"
          },
          {
            "name": "annotated-types",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "anyio",
            "direct": false,
            "version": "4.12.1",
            "ecosystem": "pypi"
          },
          {
            "name": "anyio",
            "direct": false,
            "version": "4.5.2",
            "ecosystem": "pypi"
          },
          {
            "name": "astroid",
            "direct": false,
            "version": "3.2.4",
            "ecosystem": "pypi"
          },
          {
            "name": "attrs",
            "direct": false,
            "version": "25.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "certifi",
            "direct": false,
            "version": "2024.8.30",
            "ecosystem": "pypi"
          },
          {
            "name": "certifi",
            "direct": false,
            "version": "2026.1.4",
            "ecosystem": "pypi"
          },
          {
            "name": "cffi",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "charset-normalizer",
            "direct": false,
            "version": "3.4.3",
            "ecosystem": "pypi"
          },
          {
            "name": "charset-normalizer",
            "direct": false,
            "version": "3.4.4",
            "ecosystem": "pypi"
          },
          {
            "name": "click",
            "direct": false,
            "version": "8.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "click",
            "direct": false,
            "version": "8.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "colorama",
            "direct": false,
            "version": "0.4.6",
            "ecosystem": "pypi"
          },
          {
            "name": "cryptography",
            "direct": false,
            "version": "46.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "dill",
            "direct": false,
            "version": "0.3.9",
            "ecosystem": "pypi"
          },
          {
            "name": "dill",
            "direct": false,
            "version": "0.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "distro",
            "direct": false,
            "version": "1.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "exceptiongroup",
            "direct": false,
            "version": "1.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "exceptiongroup",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "griffe",
            "direct": false,
            "version": "1.14.0",
            "ecosystem": "pypi"
          },
          {
            "name": "griffe",
            "direct": false,
            "version": "1.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "h11",
            "direct": false,
            "version": "0.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "httpx-sse",
            "direct": false,
            "version": "0.4.3",
            "ecosystem": "pypi"
          },
          {
            "name": "idna",
            "direct": false,
            "version": "3.10",
            "ecosystem": "pypi"
          },
          {
            "name": "idna",
            "direct": false,
            "version": "3.11",
            "ecosystem": "pypi"
          },
          {
            "name": "importlib-metadata",
            "direct": false,
            "version": "8.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "importlib-metadata",
            "direct": false,
            "version": "8.7.1",
            "ecosystem": "pypi"
          },
          {
            "name": "isort",
            "direct": false,
            "version": "5.13.2",
            "ecosystem": "pypi"
          },
          {
            "name": "jiter",
            "direct": false,
            "version": "0.12.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonschema",
            "direct": false,
            "version": "4.25.1",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonschema",
            "direct": false,
            "version": "4.26.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonschema-specifications",
            "direct": false,
            "version": "2025.9.1",
            "ecosystem": "pypi"
          },
          {
            "name": "mccabe",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mcp",
            "direct": false,
            "version": "1.21.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mcp",
            "direct": false,
            "version": "1.25.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mypy",
            "direct": false,
            "version": "1.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mypy-extensions",
            "direct": false,
            "version": "1.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mypy-extensions",
            "direct": false,
            "version": "1.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "nodeenv",
            "direct": false,
            "version": "1.10.0",
            "ecosystem": "pypi"
          },
          {
            "name": "nodeenv",
            "direct": false,
            "version": "1.9.1",
            "ecosystem": "pypi"
          },
          {
            "name": "openai",
            "direct": false,
            "version": "2.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "openai",
            "direct": false,
            "version": "2.7.2",
            "ecosystem": "pypi"
          },
          {
            "name": "openai-agents",
            "direct": false,
            "version": "0.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-api",
            "direct": false,
            "version": "1.38.0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-instrumentation",
            "direct": false,
            "version": "0.59b0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-sdk",
            "direct": false,
            "version": "1.38.0",
            "ecosystem": "pypi"
          },
          {
            "name": "opentelemetry-semantic-conventions",
            "direct": false,
            "version": "0.59b0",
            "ecosystem": "pypi"
          },
          {
            "name": "orq-ai-sdk",
            "direct": false,
            "version": "4.12.8",
            "ecosystem": "pypi"
          },
          {
            "name": "orq-ai-sdk",
            "direct": false,
            "version": "4.13.0rc10",
            "ecosystem": "pypi"
          },
          {
            "name": "packaging",
            "direct": false,
            "version": "25.0",
            "ecosystem": "pypi"
          },
          {
            "name": "platformdirs",
            "direct": false,
            "version": "4.3.6",
            "ecosystem": "pypi"
          },
          {
            "name": "platformdirs",
            "direct": false,
            "version": "4.5.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pycparser",
            "direct": false,
            "version": "2.23",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-core",
            "direct": false,
            "version": "2.33.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-core",
            "direct": false,
            "version": "2.41.5",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-settings",
            "direct": false,
            "version": "2.12.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyjwt",
            "direct": false,
            "version": "2.10.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pylint",
            "direct": false,
            "version": "3.2.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pyright",
            "direct": false,
            "version": "1.1.398",
            "ecosystem": "pypi"
          },
          {
            "name": "python-dotenv",
            "direct": false,
            "version": "1.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "python-multipart",
            "direct": false,
            "version": "0.0.20",
            "ecosystem": "pypi"
          },
          {
            "name": "python-multipart",
            "direct": false,
            "version": "0.0.21",
            "ecosystem": "pypi"
          },
          {
            "name": "pywin32",
            "direct": false,
            "version": "311",
            "ecosystem": "pypi"
          },
          {
            "name": "referencing",
            "direct": false,
            "version": "0.37.0",
            "ecosystem": "pypi"
          },
          {
            "name": "rpds-py",
            "direct": false,
            "version": "0.28.0",
            "ecosystem": "pypi"
          },
          {
            "name": "rpds-py",
            "direct": false,
            "version": "0.30.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sniffio",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "sse-starlette",
            "direct": false,
            "version": "2.1.3",
            "ecosystem": "pypi"
          },
          {
            "name": "sse-starlette",
            "direct": false,
            "version": "3.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "starlette",
            "direct": false,
            "version": "0.50.0",
            "ecosystem": "pypi"
          },
          {
            "name": "starlette",
            "direct": false,
            "version": "0.52.1",
            "ecosystem": "pypi"
          },
          {
            "name": "tomli",
            "direct": false,
            "version": "2.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "tomli",
            "direct": false,
            "version": "2.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tomlkit",
            "direct": false,
            "version": "0.13.2",
            "ecosystem": "pypi"
          },
          {
            "name": "tomlkit",
            "direct": false,
            "version": "0.14.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tqdm",
            "direct": false,
            "version": "4.67.1",
            "ecosystem": "pypi"
          },
          {
            "name": "types-requests",
            "direct": false,
            "version": "2.32.4.20250809",
            "ecosystem": "pypi"
          },
          {
            "name": "types-requests",
            "direct": false,
            "version": "2.32.4.20260107",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-extensions",
            "direct": false,
            "version": "4.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-inspection",
            "direct": false,
            "version": "0.4.0",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-inspection",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "urllib3",
            "direct": false,
            "version": "2.5.0",
            "ecosystem": "pypi"
          },
          {
            "name": "urllib3",
            "direct": false,
            "version": "2.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "uvicorn",
            "direct": false,
            "version": "0.38.0",
            "ecosystem": "pypi"
          },
          {
            "name": "uvicorn",
            "direct": false,
            "version": "0.40.0",
            "ecosystem": "pypi"
          },
          {
            "name": "wrapt",
            "direct": false,
            "version": "1.17.3",
            "ecosystem": "pypi"
          },
          {
            "name": "zipp",
            "direct": false,
            "version": "3.23.0",
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 93,
        "direct_count": 6,
        "indirect_count": 87
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 7,
        "merged_prs": 54,
        "open_issues": 0,
        "closed_ratio": 1,
        "closed_issues": 2,
        "closed_unmerged_prs": 5
      },
      "bus_factor": 1,
      "bot_contributors": 0,
      "top_contributors": [
        {
          "type": "User",
          "login": "thedevtoni",
          "commits": 2020,
          "avatar_url": "https://avatars.githubusercontent.com/u/73107451?v=4"
        },
        {
          "type": "User",
          "login": "speakeasybot",
          "commits": 1388,
          "avatar_url": "https://avatars.githubusercontent.com/u/108416695?v=4"
        },
        {
          "type": "User",
          "login": "haroldorquesta",
          "commits": 90,
          "avatar_url": "https://avatars.githubusercontent.com/u/155428232?v=4"
        },
        {
          "type": "User",
          "login": "haroldexpdig",
          "commits": 24,
          "avatar_url": "https://avatars.githubusercontent.com/u/77766090?v=4"
        },
        {
          "type": "User",
          "login": "Baukebrenninkmeijer",
          "commits": 12,
          "avatar_url": "https://avatars.githubusercontent.com/u/9077462?v=4"
        },
        {
          "type": "User",
          "login": "markpeterfejes",
          "commits": 2,
          "avatar_url": "https://avatars.githubusercontent.com/u/7912231?v=4"
        },
        {
          "type": "User",
          "login": "sohrabhosseini",
          "commits": 2,
          "avatar_url": "https://avatars.githubusercontent.com/u/52745017?v=4"
        }
      ],
      "contributors_sampled": 7,
      "top_contributor_share": 0.571
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "sdk-generation-stable.yml",
        "sdk_generation.yml",
        "sdk_generation_prerelease.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [
        "poetry.lock",
        "uv.lock"
      ],
      "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": null,
            "reason": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": null,
            "reason": "no pull request found",
            "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": 0,
            "reason": "Found 0/30 approved changesets -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 6,
            "reason": "project has 2 contributing companies or organizations -- score normalized to 6",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 0,
            "reason": "no 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": 0,
            "reason": "license file not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
            "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": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 0,
            "reason": "no SAST tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 0,
            "reason": "security policy file not 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": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 0,
            "reason": "37 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "340f48121f2ce8cfc61a10184bc3d1d392af9e8c",
        "ran_at": "2026-07-28T09:56:00Z",
        "aggregate_score": 3.2,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": false,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-28T09:51:40Z",
      "oldest_open_prs": [
        {
          "number": 23,
          "created_at": "2025-04-24T18:21:48Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 40,
          "created_at": "2026-01-08T06:09:19Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 41,
          "created_at": "2026-01-09T11:28:10Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 43,
          "created_at": "2026-01-26T23:52:18Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 44,
          "created_at": "2026-01-26T23:53:24Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 46,
          "created_at": "2026-02-11T00:43:06Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 47,
          "created_at": "2026-02-13T06:25:03Z",
          "last_comment_at": null,
          "last_comment_author": null
        }
      ],
      "last_merged_pr_at": "2026-07-21T06:09:58Z",
      "ci_last_conclusion": "SUCCESS",
      "oldest_open_issues": []
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/orq-ai/orq-python",
    "host": "github.com",
    "name": "orq-python",
    "owner": "orq-ai"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 64,
      "inputs": {
        "security": 40,
        "vitality": 100,
        "community": 29,
        "governance": 66,
        "engineering": 72
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "excellent",
        "name": "Vitality",
        "value": 100,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "excellent",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "commits_last_year": 2479,
              "human_commit_share": 1,
              "days_since_last_push": 0,
              "active_weeks_last_year": 52
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "52/52 weeks with commits",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 52
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "2479 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 2479
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "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": 100,
            "inputs": {
              "releases_count": 100,
              "latest_release_tag": "packages/orq-rc/v4.13.0-rc.10",
              "releases_from_tags": false,
              "days_since_latest_release": 0,
              "mean_days_between_releases": 0.3
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "100 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 100
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~0.3 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 0.3
                    }
                  }
                ],
                "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": "excellent",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "maintained",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": null,
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": 0,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 0 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "critical",
        "name": "Community & Adoption",
        "value": 29,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 15,
            "inputs": {
              "forks": 1,
              "stars": 9,
              "watchers": 1,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "9 stars",
                "points": 14.6,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 9
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "1 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "1 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "at_risk",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 45,
            "inputs": {
              "has_readme": true,
              "has_license": false,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "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": "no license file detected",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "license_absent",
                    "params": {}
                  }
                ],
                "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": 0,
                "status": "missed",
                "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": "moderate",
        "name": "Sustainability & Governance",
        "value": 66,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "at_risk",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 34,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 7,
              "top_contributor_share": 0.571
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 57% of commits",
                "points": 9.7,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 57
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "7 contributors",
                "points": 9.5,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 7
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "merged_prs": 54,
              "open_issues": 0,
              "closed_issues": 2,
              "issue_closed_ratio": 1,
              "closed_unmerged_prs": 5
            },
            "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": "54/59 decided PRs merged",
                "points": 35,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 54,
                      "decided": 59
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "moderate",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 61,
            "inputs": {
              "followers": 43,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "orq-ai",
              "public_repos": 20,
              "account_age_days": 1742
            },
            "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": "43 followers of orq-ai",
                "points": 11.8,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 43,
                      "login": "orq-ai"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "20 public repos, account ~4 yr old",
                "points": 19.2,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 20
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 4
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "orq-ai-sdk"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 0
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "1390 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 1390
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 72,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "openssf_scorecard_ci_tests"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 60,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "3 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 3
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": "https://orq.ai",
              "has_readme": true,
              "has_docs_dir": true,
              "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": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://orq.ai",
                "points": 15,
                "status": "met",
                "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": "at_risk",
        "name": "Security",
        "value": 40,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, CI-Tests, Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "ci_tests",
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 32,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 14,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 4,
              "scorecard_aggregate": 3.2
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "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 not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "no SAST tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "37 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "good",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 93 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 93
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 73,
            "inputs": {
              "source": "osv",
              "advisories": 103,
              "affected_packages": 17,
              "assessed_packages": 93,
              "unassessed_packages": 0,
              "affected_by_severity": "critical 1, high 11, moderate 5",
              "direct_affected_packages": 1
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "1 affected: requests 2.32.4 (moderate 5.5)",
                "points": 19.6,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "requests 2.32.4 (moderate 5.5)"
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "1 advisory-carrying package(s) unaddressed past 90 days; oldest published 124 days ago",
                "points": 35.2,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_stale",
                    "params": {
                      "days": 90,
                      "count": 1,
                      "oldest": 124
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 93,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "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": "at_risk",
        "name": "AI Readiness",
        "value": 43,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 24,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.45,
              "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": "45 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 24,
                "status": "partial",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 45,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 45,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "poetry.lock",
                "uv.lock"
              ],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [
                "packages/orq-rc/py.typed",
                "packages/orq-rc/src/orq_ai_sdk/py.typed",
                "py.typed",
                "src/orq_ai_sdk/py.typed"
              ],
              "agent_commit_share": 0.01,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "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": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "packages/orq-rc/py.typed, packages/orq-rc/src/orq_ai_sdk/py.typed, py.typed, src/orq_ai_sdk/py.typed",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "packages/orq-rc/py.typed, packages/orq-rc/src/orq_ai_sdk/py.typed, py.typed, src/orq_ai_sdk/py.typed"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "1 of the last 100 commits agent-authored or agent-credited",
                "points": 2,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 1,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "good",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 79,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 1228073,
              "source_files_sampled": 1508,
              "oversized_source_files": 75
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python with type-check config (packages/orq-rc/py.typed, packages/orq-rc/src/orq_ai_sdk/py.typed, py.typed, src/orq_ai_sdk/py.typed)",
                "points": 27,
                "status": "partial",
                "details": [
                  {
                    "code": "typecheck_config_language",
                    "params": {
                      "files": "packages/orq-rc/py.typed, packages/orq-rc/src/orq_ai_sdk/py.typed, py.typed, src/orq_ai_sdk/py.typed",
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "75/1508 source files over 60KB",
                "points": 52.3,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 1508,
                      "oversized": 75
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [],
              "has_mcp_signal": false,
              "api_schema_files": [
                "openapi.yaml"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "openapi.yaml",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "openapi.yaml"
                    }
                  }
                ],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              }
            ]
          }
        ],
        "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": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "deps.dev does not index pypi:orq-ai-sdk@4.12.8; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-28T09:56:12.992596Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/o/orq-ai/orq-python.svg",
  "full_name": "orq-ai/orq-python",
  "license_state": "absent",
  "license_spdx": null
}

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 StatistikenPyPI.