Öffentliches Register
Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-30 21:49 UTC

mindsdb / cowork-server

FastAPI backend for MindsHub Cowork. Manages projects, conversations, files, scheduling, memory, and agent orchestration with a SQLite-backed data layer.

PythonAGPL-3.0★ 4 Sterne⑂ 5 Forksseit Mai 2026Auf GitHub ansehen ↗

mindsdb/cowork-server erreicht einen Gesundheitsindex von 32 von 100 und liegt damit im Bereich Gefährdet. Am stärksten schneidet es bei Sustainability & Governance (85/100) ab, am schwächsten bei Security (35/100). Zuletzt heute aktualisiert. 3 Mitwirkende tragen den Großteil der jüngsten Arbeit.

32
gesamt / 100
Gefährdet

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.

32
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.

Die Richtlinie für Hochrisikojurisdiktionen wendet einen Multiplikator von 50 % auf die gewichtete Gesamtgesundheit an und begrenzt sie auf die Obergrenze Gefährdet von 49.

Eigentümerschaft

MindsDB IncOrganisation
1.416 Follower57 öffentliche Reposseit Aug. 2017

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

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlicht
PyPIcowork-server0.26.7.27.34.57651vor 3 Tagen

Metriken nach Kategorie

Vitalität

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

77Gut · 22 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 0 Tagen
7.6/36Commit-Rhythmus — 11/52 Wochen mit Commits
18/18Commit-Volumen — 601 Commits im letzten Jahr
0/10OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully
Verwendete Eingangsdaten
commits_last_year601
human_commit_share0,99
days_since_last_push0
active_weeks_last_year11

Release-Disziplin

100Exzellent
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 54 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_count54
latest_release_tagv0.26.7.30.1rc5
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?

38Gefährdet · 18 % des Gesamtindex
Wie die Bewertung erfolgt
7.7/60Stars — 4 Stars
5/25Forks — 5 Forks
0/15Watcher — 0 Watcher
Verwendete Eingangsdaten
forks5
stars4
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (AGPL-3.0)
0/18CONTRIBUTING-Leitfaden
0/13.5Verhaltenskodex
0/7.2Issue-Vorlage
0/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingnein
has_issue_templatenein
has_code_of_conductnein
has_pull_request_templatenein
Wie die Bewertung erfolgt
48.8/80Downloads pro Monat — 4.576 Downloads/Monat über pypi
0/20Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen
Verwendete Eingangsdaten
packagescowork-server
dependents
ecosystemspypi
total_downloads
monthly_downloads4.576
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Abhängige in der Registry. Die verbleibenden Gewichte wurden renormalisiert.

Nachhaltigkeit & Governance

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

85Exzellent · 24 % des Gesamtindex
Wie die Bewertung erfolgt
36/54Bus-Faktor — 3 Beitragende decken die Hälfte aller Commits ab
17.2/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 24 % der Commits
13.5/13.5Breite der Beitragenden — 15 Beitragende
10/10OpenSSF Scorecard: Contributors — project has 18 contributing companies or organizations
Verwendete Eingangsdaten
bus_factor3
contributors_sampled15
top_contributor_share0,236
Wie die Bewertung erfolgt
46.8/46.8Issue-Lösungsquote — 100 % der Issues geschlossen
31.1/38.3PR-Annahme — 178/219 entschiedene PRs gemergt
13.5/15OpenSSF Scorecard: Code-Review — Found 12/13 approved changesets -- score normalized to 9
Verwendete Eingangsdaten
merged_prs178
open_issues0
closed_issues1
issue_closed_ratio1
closed_unmerged_prs41
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
22.7/25Reichweite des Inhabers — 1.416 Follower von mindsdb
24.8/25Kontohistorie — 57 öffentliche Repos, Kontoalter ca. 8 Jahre
Verwendete Eingangsdaten
followers1.416
owner_typeOrganization
is_verified
owner_loginmindsdb
public_repos57
account_age_days3.271

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 3 Tagen
20/20Versionshistorie — 51 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagescowork-server
ecosystemspypi
any_deprecatednein
min_days_since_publish3

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

77Gut · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 11 Workflow(s)
24/24Tests vorhanden
0/16Linter-Konfiguration
0/9.6Pre-Commit-Hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 14 out of 14 merged PRs checked by a CI test -- score normalized to 10
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_confignein
has_precommit_confignein

Dokumentation

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

Sicherheit

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

35Gefährdet · 16 % des Gesamtindex

Sicherheitslage

28Kritisch
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — keine Daten
2.5/2.5CI-Tests — 14 out of 14 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
6.8/7.5Code-Review — Found 12/13 approved changesets -- score normalized to 9
2.5/2.5Contributors — project has 18 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Lizenz — license file detected
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
5/5Packaging — packaging workflow detected
0.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
5/5SAST — SAST tool is run on all commits
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 — 14 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5,5
high_risk_jurisdiction_cap49
high_risk_jurisdiction_multiplier50
security_posture_after_multiplier28
security_posture_before_jurisdiction55
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): branch_protection, signed_releases. Die verbleibenden Gewichte wurden renormalisiert. Die Richtlinie für Hochrisikojurisdiktionen wendet einen Multiplikator von 50 % an und begrenzt die Sicherheitslage auf die Obergrenze Gefährdet von 49.
Wie die Bewertung erfolgt
14.6/35Direkte Abhängigkeiten ohne bekannte Advisories — 1 betroffen: hermes-agent 0.17.0 (high 7.3)
6.8/25Indirekte Abhängigkeiten ohne bekannte Advisories — 1 betroffen: pillow 12.2.0 (critical 9.1)
40/40Keine offenen Advisories — kein Advisory ist länger als 90 Tage öffentlich
Verwendete Eingangsdaten
sourceosv
advisories30
affected_packages2
assessed_packages103
unassessed_packages0
affected_by_severitycritical 1, high 1
direct_affected_packages1
Abgeglichen wurde die Laufzeit-Abhängigkeitshülle von pypi:cowork-server@0.26.7.27.3 — das, was die Installation des veröffentlichten Pakets nach sich zieht — mit 103 Paketen. 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.

50Mittel · 0 % des Gesamtindex
Wie die Bewertung erfolgt
0/45Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15Maschinenlesbare Doku (llms.txt)
32.9/40Lesbare Commit-Historie — 61 von 99 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share0,616
agent_instruction_files
agent_instruction_max_bytes
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — Makefile
22/22Automatisierte Tests
0/11Lint-/Format-Konfiguration
0/11Statische Typprüfung
10/10Reproduzierbare Umgebung — Dockerfile, lockfile
10/10Belegte Agentenpraxis — 25 der letzten 100 Commits von Agenten verfasst oder ihnen zugeschrieben
0/8Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet
1/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilesuv.lock
has_dockerfileja
typed_languagenein
bootstrap_filesMakefile
has_devcontainernein
has_linter_confignein
typecheck_configs
agent_commit_share0,25
toolchain_manifests
dependency_bot_commit_share0
Wie die Bewertung erfolgt
0/45Typprüfbarer Code — Python ohne Typprüfungs-Konfiguration
55/55Handhabbare Dateigrößen — 0/234 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes55.763
source_files_sampled234
oversized_source_files0

Eckdaten

4GitHub-Sterne
15Mitwirkende
601Commits, letzte 12 Monate
0Tage seit letztem Push
54Releases
3Bus-Faktor
0offene Issues
PyPIPaket-Ökosysteme

Warnungen zur Datenerhebung

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

Weitere Details

Stern- und Fork-Verlauf 0 ★ / 5 ⇿
0Sterne
5Forks
10Releases

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

12345512026-062026-072026-07
Major 0Minor 0Patch 0
OpenSSF Scorecard 5.5 / 10
5.5Gesamtwert

Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).Scorecard v5.5.0 · 2026-07-30 21:48 UTC

10Binary-Artifactsno binaries found in the repo
k. A.Branch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests14 out of 14 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
9Code-ReviewFound 12/13 approved changesets -- score normalized to 9
10Contributorsproject has 18 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
10Packagingpackaging workflow detected
1Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
10SASTSAST tool is run on all commits
0Security-Policysecurity policy file not detected
k. A.Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities14 existing vulnerabilities detected
Direkte Abhängigkeiten 17
RegistryPaketVersionsvorgabeManifest
PyPIalembic>=1.17.0pyproject.toml
PyPIanton-agent>=2.26.6.30.1,<3pyproject.toml
PyPIcryptography>=48.0.0pyproject.toml
PyPIfastapi>=0.136.1pyproject.toml
PyPIhermes-agent>=0.15.2,<0.18pyproject.toml
PyPIhttpx>=0.27pyproject.toml
PyPIpydantic>=2.12.5pyproject.toml
PyPIpydantic-settings>=2.14.1pyproject.toml
PyPIpsycopg>=3.2pyproject.toml
PyPIpython-multipart>=0.0.28pyproject.toml
PyPIsqlmodel>=0.0.38pyproject.toml
PyPItzlocal>=5.0pyproject.toml
PyPIuvicorn>=0.47.0pyproject.toml
PyPImarkdown>=3.7pyproject.toml
PyPIxhtml2pdf>=0.2.16pyproject.toml
PyPIpython-docx>=1.1.2pyproject.toml
PyPIhtmldocx>=0.0.6pyproject.toml
Alle Abhängigkeiten 118

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 17 direkte und 101 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
PyPIalembic1.18.4direkt
PyPIanton-agent2.26.7.6.2direkt
PyPIcryptography48.0.1direkt
PyPIfastapi0.136.3direkt
PyPIhermes-agent0.17.0direkt
PyPIhtmldocx0.0.6direkt
PyPIhttpx0.28.1direkt
PyPImarkdown3.10.2direkt
PyPIpsycopg3.3.4direkt
PyPIpydantic2.13.4direkt
PyPIpydantic-settings2.14.1direkt
PyPIpython-docx1.2.0direkt
PyPIpython-multipart0.0.32direkt
PyPIsqlmodel0.0.38direkt
PyPItzlocal5.4.3direkt
PyPIuvicorn0.49.0direkt
PyPIxhtml2pdf0.2.17direkt
PyPIaiohappyeyeballs2.6.2indirekt
PyPIaiohttp3.14.0indirekt
PyPIaiosignal1.4.0indirekt
PyPIannotated-doc0.0.4indirekt
PyPIannotated-types0.7.0indirekt
PyPIanthropic0.105.2indirekt
PyPIanyio4.13.0indirekt
PyPIarabic-reshaper3.0.1indirekt
PyPIasn1crypto1.5.1indirekt
PyPIattrs26.1.0indirekt
PyPIaudioop-lts0.2.2indirekt
PyPIbeautifulsoup44.15.0indirekt
PyPIcertifi2026.5.20indirekt
PyPIcffi2.0.0indirekt
PyPIcharset-normalizer3.4.7indirekt
PyPIclick8.4.1indirekt
PyPIcolorama0.4.6indirekt
PyPIconcurrent-log-handler0.9.29indirekt
PyPIcoverage7.14.3indirekt
PyPIcroniter6.0.0indirekt
PyPIcssselect20.9.0indirekt
PyPIdill0.3.8indirekt
PyPIdiscord-py2.7.1indirekt
PyPIdistro1.9.0indirekt
PyPIdocstring-parser0.18.0indirekt
PyPIfire0.7.1indirekt
PyPIfrozenlist1.8.0indirekt
PyPIgreenlet3.5.1indirekt
PyPIh110.16.0indirekt
PyPIhtml5lib1.1indirekt
PyPIhttpcore1.0.9indirekt
PyPIhttptools0.8.0indirekt
PyPIidna3.18indirekt
PyPIiniconfig2.3.0indirekt
PyPIjinja23.1.6indirekt
PyPIjiter0.15.0indirekt
PyPIlxml6.1.1indirekt
PyPImako1.3.12indirekt
PyPImarkdown-it-py4.2.0indirekt
PyPImarkupsafe3.0.3indirekt
PyPImdurl0.1.2indirekt
PyPImultidict6.7.1indirekt
PyPIopenai2.24.0indirekt
PyPIoscrypto1.3.0indirekt
PyPIpackaging26.0indirekt
PyPIpathspec1.1.1indirekt
PyPIpillow12.3.0indirekt
PyPIpluggy1.6.0indirekt
PyPIportalocker3.2.0indirekt
PyPIprompt-toolkit3.0.52indirekt
PyPIpropcache0.5.2indirekt
PyPIpsutil7.2.2indirekt
PyPIpsycopg-binary3.3.4indirekt
PyPIptyprocess0.7.0indirekt
PyPIpycparser3.0indirekt
PyPIpydantic-core2.46.4indirekt
PyPIpygments2.20.0indirekt
PyPIpyhanko0.35.1indirekt
PyPIpyhanko-certvalidator0.31.1indirekt
PyPIpyjwt2.13.0indirekt
PyPIpypdf6.14.0indirekt
PyPIpytest9.0.3indirekt
PyPIpytest-asyncio1.4.0indirekt
PyPIpytest-cov7.1.0indirekt
PyPIpython-bidi0.6.10indirekt
PyPIpython-dateutil2.9.0.post0indirekt
PyPIpython-dotenv1.2.2indirekt
PyPIpytz2026.2indirekt
PyPIpywin32312indirekt
PyPIpywinpty2.0.15indirekt
PyPIpyyaml6.0.3indirekt
PyPIreportlab4.5.1indirekt
PyPIrequests2.33.0indirekt
PyPIrich14.3.3indirekt
PyPIruamel-yaml0.18.17indirekt
PyPIruamel-yaml-clib0.2.15indirekt
PyPIshellingham1.5.4indirekt
PyPIsix1.17.0indirekt
PyPIslack-sdk3.42.0indirekt
PyPIsniffio1.3.1indirekt
PyPIsocksio1.0.0indirekt
PyPIsoupsieve2.8.4indirekt
PyPIsqlalchemy2.0.50indirekt
PyPIstarlette1.3.1indirekt
PyPIsvglib2.0.2indirekt
PyPItenacity9.1.4indirekt
PyPItermcolor3.3.0indirekt
PyPItinycss21.5.1indirekt
PyPItqdm4.67.3indirekt
PyPItyper0.26.7indirekt
PyPItyping-extensions4.15.0indirekt
PyPItyping-inspection0.4.2indirekt
PyPItzdata2025.3indirekt
PyPIuritools6.1.2indirekt
PyPIurllib32.7.0indirekt
PyPIuvloop0.22.1indirekt
PyPIwatchfiles1.2.0indirekt
PyPIwcwidth0.7.0indirekt
PyPIwebencodings0.5.1indirekt
PyPIwebsockets15.0.1indirekt
PyPIyarl1.24.2indirekt
Abhängigkeits-Advisories 2

Die Installation von pypi:cowork-server@0.26.7.27.3 zieht 103 Pakete nach sich, direkt und transitiv: 2 tragen bekannte Advisories, davon 1 direkte Abhängigkeiten.

PaketVersionBeziehungSchweregradAdvisoriesBehoben in
pillow12.2.0indirektkritisch2612.3.0
hermes-agent0.17.0direkthoch40.18.0

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": 3055,
      "has_wiki": true,
      "homepage": "https://mindshub.ai",
      "languages": {
        "Mako": 704,
        "Python": 1564377,
        "Makefile": 818,
        "Dockerfile": 1726
      },
      "pushed_at": "2026-07-30T21:46:27Z",
      "created_at": "2026-05-13T23:54:05Z",
      "owner_type": "Organization",
      "updated_at": "2026-07-27T21:15:40Z",
      "description": "FastAPI backend for MindsHub Cowork. Manages projects, conversations, files, scheduling, memory, and agent orchestration with a SQLite-backed data layer.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "AGPL-3.0",
      "default_branch": "main",
      "license_spdx_raw": "AGPL-3.0",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "mindsdb.com",
      "name": "MindsDB Inc",
      "type": "Organization",
      "login": "mindsdb",
      "company": null,
      "location": "Berkeley, CA",
      "followers": 1416,
      "avatar_url": "https://avatars.githubusercontent.com/u/31035808?v=4",
      "created_at": "2017-08-15T11:14:59Z",
      "is_verified": null,
      "public_repos": 57,
      "account_age_days": 3271
    },
    "license": {
      "state": "standard",
      "spdx_id": "AGPL-3.0",
      "raw_spdx": "AGPL-3.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
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          "headline": "Add tests",
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          "headline": "Audit by default",
          "author_name": "ZoranPandovski",
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          "headline": "Add flag for audit mode",
          "author_name": "ZoranPandovski",
          "author_login": "ZoranPandovski",
          "committed_at": "2026-07-15T13:18:36Z",
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          "is_bot": false,
          "headline": "Add tests",
          "author_name": "ZoranPandovski",
          "author_login": "ZoranPandovski",
          "committed_at": "2026-07-15T13:02:17Z",
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        {
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          "is_bot": false,
          "headline": "Check for principal",
          "author_name": "ZoranPandovski",
          "author_login": "ZoranPandovski",
          "committed_at": "2026-07-15T13:02:14Z",
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          "is_bot": false,
          "headline": "Add tests + check mode",
          "author_name": "ZoranPandovski",
          "author_login": "ZoranPandovski",
          "committed_at": "2026-07-15T13:02:06Z",
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          "body": null,
          "is_bot": false,
          "headline": "Add flag",
          "author_name": "ZoranPandovski",
          "author_login": "ZoranPandovski",
          "committed_at": "2026-07-15T13:01:55Z",
          "body_truncated": false,
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        },
        {
          "oid": "802aca6a9c6538a120c2be355dfa79cf35849666",
          "body": "gdrive connector with google picker api",
          "is_bot": false,
          "headline": "Merge pull request #178 from mindsdb/google_picker_api",
          "author_name": "martyna-mindsdb",
          "author_login": "martyna-mindsdb",
          "committed_at": "2026-07-15T12:46:04Z",
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        },
        {
          "oid": "33dd31aad9763cc60601cc835807da50376bf868",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'staging' into google_picker_api",
          "author_name": "martyna-mindsdb",
          "author_login": "martyna-mindsdb",
          "committed_at": "2026-07-15T11:41:56Z",
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        },
        {
          "oid": "33a74a84032694ee0e62e116d5caf5e757424312",
          "body": "…timezone-local\n\nfix(scheduler): resolve timezone=\"local\" to system zone, not UTC [ENG-773]",
          "is_bot": false,
          "headline": "Merge pull request #195 from mindsdb/paul/eng-773-scheduled-tasks-s5-…",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-15T00:01:42Z",
          "body_truncated": false,
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        },
        {
          "oid": "5179e4d581bb6433416204c6bec9bd12fd209994",
          "body": "…reap-orphaned-running-runs-on-boot-bound\n\nfix(scheduler): reap orphaned running runs on boot; bound run duration [ENG-769]",
          "is_bot": false,
          "headline": "Merge pull request #194 from mindsdb/paul/eng-769-scheduled-tasks-s1-…",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-15T00:01:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f897f28b936d44cbb7554e51ad4ea550fc0b49f7",
          "body": "`timezone=\"local\"` silently resolved to UTC in resolve_timezone(), so a\nschedule saved with \"local\" fired on UTC wall-clock instead of the user's\nzone (and lost DST tracking). Since cowork-server runs on the user's own\nmachine, \"local\" now resolves to the system's real IANA zone via tzlocal,\nfalling\n[…]\nting next_run_at on cadence/timezone edit is deferred to\nthe driver rework (ENG-703); this is the standalone salient bug from ENG-773.\n\nENG-773\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(scheduler): resolve timezone=\"local\" to the system zone, not UTC",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-14T23:19:07Z",
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        },
        {
          "oid": "be64a8815036439f8242bdc9c2f0b6f006205162",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' into staging (content already present)",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-14T22:26:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fce74003ba6e2fb9f4eb3d2cf6d3eb32d26c79e0",
          "body": "A crash/restart mid-run left a ScheduleRun in `running` forever. The\ndue-check skips schedules with a running run, so one stale row wedged\nthe schedule permanently — it silently never fired again.\n\n- Add ScheduleRunService.reap_orphaned_runs(): on boot, mark every\n  `running` run (scheduled and manu\n[…]\n  so a hung agent can't stay `running` indefinitely.\n- Tests for the reaper (running->failed, manual runs, finished runs\n  untouched).\n\nENG-769\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(scheduler): reap orphaned running runs on boot; bound run duration",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-14T21:48:07Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "866878ef2dffe18976a0685767ad874dfe4ef071",
          "body": "…ixes\n\n[ENG-688] Scheduled task fixes",
          "is_bot": false,
          "headline": "Merge pull request #181 from mindsdb/tino097/eng-688-scheduled-task-f…",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-14T19:47:23Z",
          "body_truncated": false,
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        },
        {
          "oid": "09516f817a8bce774c1bc82e3c34327e1c68e5b5",
          "body": null,
          "is_bot": false,
          "headline": "moved gdrive logic from harness to connections",
          "author_name": "martyna-mindsdb",
          "author_login": "martyna-mindsdb",
          "committed_at": "2026-07-14T17:55:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "64f7251a4940b294a59dd1f64c02801200b614a5",
          "body": "chore: back-merge main hotfix into staging",
          "is_bot": false,
          "headline": "Merge pull request #191 from mindsdb/backmerge/main-hotfixes-to-staging",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-14T03:39:04Z",
          "body_truncated": false,
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        },
        {
          "oid": "39224922827b3017d342313f9629ef38cfd61026",
          "body": "fix(settings): .env model keys are CLI-only, never synced to DB (ENG-739)",
          "is_bot": false,
          "headline": "Merge pull request #189 from mindsdb/fix/eng-739-env-models-cli-only",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-14T03:35:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c7dbe7ecfad7dc5a7eb8d9424628d699aec08444",
          "body": "fix(settings): stop COWORK_SERVER_ORIGIN from populating public_base_url (ENG-632)",
          "is_bot": false,
          "headline": "Merge pull request #190 from mindsdb/hotfix/eng-632-oauth-origin-alias",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-13T23:51:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6754fb6207e345a4a94dd978d7b57c08b51c4b43",
          "body": "Hotfix for the desktop OAuth origin change (cowork PR #386, ENG-632).\n\nCOWORK_SERVER_ORIGIN was a validation alias for TWO settings: server_origin\n(OAuth redirect base — intended) and public_base_url (channel webhook base).\nThe desktop app sets COWORK_SERVER_ORIGIN=http://127.0.0.1:<port> so OAuth\n\"\n[…]\norigin and webhook\nbase are now decoupled. No other code referenced COWORK_SERVER_ORIGIN; cloud\ndeployments already set COWORK_PUBLIC_BASE_URL.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(settings): stop COWORK_SERVER_ORIGIN from populating public_base_url",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-13T23:18:28Z",
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          "is_coding_agent": true
        },
        {
          "oid": "c6c39139d40c234e8780e1b97afcbe478f1e4e57",
          "body": "fix(settings): .env model keys are CLI-only, never synced to DB (ENG-739)",
          "is_bot": false,
          "headline": "Merge pull request #189 from mindsdb/fix/eng-739-env-models-cli-only",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-13T23:13:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "15daadf12d283e2fa0fd52dce69be85961647513",
          "body": "…-739)\n\nRemove ANTON_PLANNING_MODEL / ANTON_CODING_MODEL from _ENV_TO_SETTING, the\ntable driving both migrate_env_to_db (first-boot seed) and the\nPOST /settings/raw merge sync.\n\nThe raw-sync path runs on every desktop/web credential push and — via the web\nclient's saveMindsToken — on every scheduled\n[…]\n assert\nthe new invariant: /settings/raw syncs the credential + provider but leaves the\nmodel row unset while preserving the .env line on disk.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(settings): stop syncing .env model keys to the DB — CLI-only (ENG…",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-13T22:32:13Z",
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        },
        {
          "oid": "4ecc02394651a51368ca10527ad90dd759dded8c",
          "body": "feat(tools): slim request_credentials schema + data-vault instructions",
          "is_bot": false,
          "headline": "Merge pull request #185 from mindsdb/feat/slim-connector-tools",
          "author_name": "Max Abouchar",
          "author_login": "SailingSF",
          "committed_at": "2026-07-13T22:16:59Z",
          "body_truncated": false,
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        },
        {
          "oid": "6ef9b9c620a09484be616500de00171f077a9447",
          "body": null,
          "is_bot": false,
          "headline": "fix: reject path-traversal segments in comments proxy",
          "author_name": "Max Stepanov",
          "author_login": "StpMax",
          "committed_at": "2026-07-13T08:02:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4b0500cdd2324dcf44bc64a2c2bba7c8a0b57bee",
          "body": "Staging (Week of 06-07-22)",
          "is_bot": false,
          "headline": "Merge pull request #163 from mindsdb/staging",
          "author_name": "Hamish Fagg",
          "author_login": "hamishfagg",
          "committed_at": "2026-07-13T04:09:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "20dc8bad43eea6dc5623951ef725c6fc5d96e066",
          "body": "…mission/update_form\n\n- request_credentials handler no longer tells the model to call\n  fetch_submission (unregistered tool); guidance now matches the\n  rewritten prompt's 'server saves on submit' contract.\n- _scrub_secret_values strips 'value' from password-type fields\n  (top-level and per-method) \n[…]\nrompt clause restored.\n- Delete the commented-out fetch_submission/update_form blocks in\n  tools.py and harness.py (git history preserves them).\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(tools): address review — scrub secret values, drop dead fetch_sub…",
          "author_name": "Max Abouchar",
          "author_login": "SailingSF",
          "committed_at": "2026-07-11T00:49:55Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2c8c0f1add74002c82d95faa6d8686d2cbda03fc",
          "body": "The request_credentials tool schema (8.7k chars on the wire) and its\nDATA VAULT WORKFLOW prompt (2.9k chars) documented per-field details a model\nalready knows. Cut to the non-obvious contracts only (verbatim registry spec\npass-through, _connector_id, methods[]/PKCE shape, fence formatting,\nnever-echo-credentials): schema ~5k chars, prompt 1.3k chars.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(tools): slim request_credentials schema + data-vault instructions",
          "author_name": "Max Abouchar",
          "author_login": "SailingSF",
          "committed_at": "2026-07-11T00:31:37Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "70a1d751640876971ba42bbf3ff38c3c6774cc32",
          "body": null,
          "is_bot": false,
          "headline": "derive run status from stream terminal record",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
          "committed_at": "2026-07-10T16:56:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e8d3d3cfc8c4c89c82569c8c846395bff9abde1d",
          "body": null,
          "is_bot": false,
          "headline": "read run outcome from the stream terminal record",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
          "committed_at": "2026-07-10T16:42:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "48c8a9361112dd18b0fa076259cf90b3dfd21a6b",
          "body": null,
          "is_bot": false,
          "headline": "fixes from ai code review",
          "author_name": "martyna-mindsdb",
          "author_login": "martyna-mindsdb",
          "committed_at": "2026-07-10T14:51:45Z",
          "body_truncated": false,
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        },
        {
          "oid": "2b1cebed1c6fd7ad1fc80344aed5d3d7c00a3bf4",
          "body": "…eeze)\n\nFollows the rename in mindsdb/github-actions#32. Caller filenames and workflow\nnames are unchanged; only the uses: target paths move.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Point callers at renamed reusable workflows (release-freeze/-pr/-unfr…",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-10T00:01:24Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "75e2fdb3cf33a875cf68319bae71c681399dd934",
          "body": "Adds a top-level 'permissions: contents: read' block to each caller so the\nGITHUB_TOKEN is least-privilege (fixes CodeQL actions/missing-workflow-permissions).\nAll privileged operations run through the mindsdb-release-train App token, so\ncontents: read is sufficient for the callers.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Set explicit GITHUB_TOKEN permissions on release-train callers",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-09T23:47:16Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "9df5b36de89d3d8e9ce1b54d9d70b6c2e0a3e165",
          "body": "…orkflows\n\nReplaces the self-contained freeze/release-PR/unfreeze workflows and the\nset-branch-lock.js helper with ~15-line callers of the reusable workflows in\nmindsdb/github-actions (see mindsdb/github-actions#32). Workflow names are\npreserved so the workflow_run chain still fires.\n\nAuth now uses \n[…]\nvisioned\nstaging-freeze ruleset instead of round-tripping branch protection. The\nunfreeze caller carries the merged-release-PR + fork-PR guard.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Refactor release-train workflows to thin callers of shared reusable w…",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-09T23:37:30Z",
          "body_truncated": true,
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        },
        {
          "oid": "be5e0a262667e9860935d49114680d26a888e092",
          "body": "…trand attachments (#182)\n\n* fix(files): key attachment purposes by conversation id only (ENG-338)\n\nRenaming a project stranded every attachment already uploaded to its\nconversations: the purpose tag embedded the mutable project name\n(attachment:{project}:{session}) and renames never relinked existi\n[…]\nards it;\n  the one-key dict was shape without consumers).\n\nSuite: 407 passed.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ENG-338: key attachment purposes by conversation id — renames can't s…",
          "author_name": "Alejandro Cantu",
          "author_login": "alecantu7",
          "committed_at": "2026-07-09T22:24:14Z",
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        },
        {
          "oid": "4ccccd0f5ba57a15c12923496d079a3d7e368e8b",
          "body": "fix(skills): directory-junction fallback for Windows non-admin symlinks (WinError 1314)",
          "is_bot": false,
          "headline": "Merge pull request #184 from mindsdb/fix/windows-skill-link-junctions",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-09T21:53:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1f6c6319921e0bf84690bf7c95f924a8b733837f",
          "body": "…ileges\n\nOn Windows a non-admin user without Developer Mode cannot create symlinks:\nPath.symlink_to raises OSError [WinError 1314] \"A required privilege is not\nheld by the client\". This crashed server boot — reconcile_all() in\nrun_dev_setup() propagated the raise, so the FastAPI lifespan startup abo\n[…]\n so it can never abort server startup again.\n\nAdds regression tests: link round-trip + \"one unlinkable skill doesn't abort\nthe full reconcile\".\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(skills): fall back to directory junctions when symlinks need priv…",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-09T21:25:15Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "aefad09760a859f247f3254e8b72291c2473d8d2",
          "body": "…to a locked model (ENG-597) (#167)\n\n* feat(settings): tier-aware model defaults — free tier never defaults to a locked model (ENG-597)\n\nMindsHub now gates models per plan tier: a free-tier key gets sonnet/haiku\n(the canonical minds-cloud planning/coding defaults) as enabled:false from\n/v1/models, s\n[…]\nhy this slipped).\n\nSuite: 332 passed, ruff clean.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(settings): tier-aware model defaults — free tier never defaults …",
          "author_name": "Alejandro Cantu",
          "author_login": "alecantu7",
          "committed_at": "2026-07-09T17:49:41Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "dd0f389c1e363bf7b145581810d4d1e295c7e963",
          "body": null,
          "is_bot": false,
          "headline": "fix for project files for gdrive files",
          "author_name": "martyna-mindsdb",
          "author_login": "martyna-mindsdb",
          "committed_at": "2026-07-09T16:59:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "49efc6c8e819c60dfdb71a143e85e15bd1fa4ff8",
          "body": "* fix: restore _stream compat method and fix NOT NULL migration (staging)\n\nCo-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n* fix: remove dead _stream method from ResponsesHandler\n\n_stream had zero callers after the rebase onto staging — the streaming\npath runs through _produce()/buffer, a\n[…]\n-of-band.\n\n---------\n\nCo-authored-by: sejuba <sejuba@7a:37:83:36:3f:61.home>\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>\nCo-authored-by: Konstantin Sivakov <konstantin.sivakov@gmail.com>",
          "is_bot": false,
          "headline": "fix: add migration guard for pre-Alembic DBs (staging) (#86)",
          "author_name": "Michael Olayemi Olawepo",
          "author_login": "sejubar",
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          "body": null,
          "is_bot": false,
          "headline": "added file picker",
          "author_name": "martyna-mindsdb",
          "author_login": "martyna-mindsdb",
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          "body": null,
          "is_bot": false,
          "headline": "trigger langfuse on turns",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
          "committed_at": "2026-07-09T15:19:46Z",
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          "body": null,
          "is_bot": false,
          "headline": "record canceled runs and expose correct flags for the api",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
          "committed_at": "2026-07-09T15:11:47Z",
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        },
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          "oid": "ef096337c719ee66a91dfbffe76b589e8f25c70f",
          "body": null,
          "is_bot": false,
          "headline": "fix(comments): don't show orphan notice for intentional general comments",
          "author_name": "Max Stepanov",
          "author_login": "StpMax",
          "committed_at": "2026-07-09T15:06:51Z",
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          "headline": "register ds vars for scrubbing",
          "author_name": "Konstantin Sivakov",
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          "body": null,
          "is_bot": false,
          "headline": "feat(comments): report hidden/orphan anchor state from the marker layer",
          "author_name": "Max Stepanov",
          "author_login": "StpMax",
          "committed_at": "2026-07-09T14:12:26Z",
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          "body": null,
          "is_bot": false,
          "headline": "skip cron when success",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
          "committed_at": "2026-07-09T13:59:34Z",
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        },
        {
          "oid": "da073bd172b39b602ebfb891a0adbb2c8358c799",
          "body": "- Replace the injected iframe layer with the redesigned commenter chrome:\n  teal droplet pins, white thread popover, grow-from-pill composer, custom\n  pin cursor, gap-space element hit-testing, Alt-to-expand selection\n- Keep it credential-free: the layer posts intents over postMessage; the\n  renderer holds creds, performs every API call, and pushes the thread list\n- English confirm copy for delete\n- Update layer tests for the redesigned protocol",
          "is_bot": false,
          "headline": "feat(comments): redesigned on-artifact comment layer (injected)",
          "author_name": "Hazem Aboelsoud",
          "author_login": "hazemahmedx0",
          "committed_at": "2026-07-09T12:09:01Z",
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          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'staging' into google_picker_api",
          "author_name": "martyna-mindsdb",
          "author_login": "martyna-mindsdb",
          "committed_at": "2026-07-09T11:07:45Z",
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          "oid": "016276c02af3beab2183c4023c2b1f2dee1fe174",
          "body": "stop false \"Unpublished changes\" badge on fullstack artifacts",
          "is_bot": false,
          "headline": "Merge pull request #134 from mindsdb/fix/false-unpublished-changes",
          "author_name": "Max Stepanov",
          "author_login": "StpMax",
          "committed_at": "2026-07-09T08:45:17Z",
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          "oid": "a6203a4a7e6ad6a86bbb108f636908ad3bf4efb8",
          "body": "…) (#168)\n\n* feat(turn-errors): map model-403s (model_access_denied / model_disabled) to distinct codes + extras (ENG-598)\n\nWhen the gateway rejects the requested MODEL (plan tier gate or admin kill\nswitch), the turn died as a generic anton_error — \"An unexpected error\noccurred\" — with no hint that \n[…]\nched — not\nin scope, present before this change.)\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(turn-errors): map model-403s to distinct codes + extras (ENG-598…",
          "author_name": "Alejandro Cantu",
          "author_login": "alecantu7",
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          "oid": "e13717db8c41c10b7a4c3e3bf3ab4eea3ef265d2",
          "body": "feat: single COWORK_HOME data root for full per-build isolation",
          "is_bot": false,
          "headline": "Merge pull request #174 from mindsdb/feat/cowork-home-data-root",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-09T01:01:46Z",
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          "body": "fix: fail legibly when the database is ahead of this build (ENG-324)",
          "is_bot": false,
          "headline": "Merge pull request #173 from mindsdb/fix/migration-mismatch-guard",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
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          "oid": "a2b5cd0a06ab57f6e0d397ffb55ab2c1555a958b",
          "body": "The .env search chain kept ~/.anton/.env regardless of COWORK_HOME, so an\nisolated (preview/stable) build still read any value living there that its\nown .env didn't set. A path var in the legacy file (DATABASE_URI,\nMASTER_KEY_PATH, COWORK_PROJECTS_DIR, ...) would resolve every build back\nonto the sa\n[…]\ntion\nexists to prevent. Consult ~/.anton/.env only for the default (prod) home;\nan isolated build reads only <COWORK_HOME>/.env and local .env.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: don't inherit legacy ~/.anton/.env in isolated builds",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-08T23:28:59Z",
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        },
        {
          "oid": "62448aaf8ec5231a25018c5455fc5738fd6f5ded",
          "body": "Replaces the single weekly-merge workflow with the freeze/release-PR/unfreeze\nlifecycle established in mindshub_inference#319: staging-freeze locks staging\non a weekly cron, weekly-merge-staging opens the staging->main release PR, and\nstaging-unfreeze unlocks staging when the release PR merges. Branch-protection\nchanges go through a shared set-branch-lock.js helper using RELEASE_AUTOMATION_TOKEN.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add weekly release cycle workflows (freeze, release PR, unfreeze)",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
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        },
        {
          "oid": "b8c709be15b164eba3a8869c34d1713ac3d1088d",
          "body": "Introduce cowork.common.paths.cowork_home() — a single data root (default\n~/.cowork, overridable via the COWORK_HOME env var) that every cowork path\nderives from: the SQLite DB, projects, files, skills, memory, streams, the\nconnector vault, the master key, oauth state, the .env, and the anton/hermes\n[…]\nATH, …)\nkeep their precedence over the derived default. Default behavior (unset\nCOWORK_HOME) is unchanged: everything resolves under ~/.cowork.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: single COWORK_HOME data root for full per-build isolation",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-08T21:50:52Z",
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          "body": "fix(server): remove Python 3.12-only f-string syntax that crashes import on 3.11",
          "is_bot": false,
          "headline": "Merge pull request #169 from mindsdb/fix/server-python312-import-crash",
          "author_name": "Paul Newsam",
          "author_login": "pnewsam",
          "committed_at": "2026-07-08T21:34:14Z",
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          "oid": "4321fc98d42f3c197d16c97db1c372113035d7a2",
          "body": "…7) (#143)\n\n* add guard around the key reveal\n\n* test(settings): cover loopback guard on reveal-key + /raw (ENG-457)\n\nTests for _require_local: allows 127.0.0.1/::1, 403s any other peer (incl.\n0.0.0.0 and a None client), and reveal-key / GET-raw reject a non-local\ncaller before touching the DB/env.\n\n[…]\npasses the guard.\n\nFull suite green (287 passed).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(settings): restrict reveal-key + /raw to loopback callers (ENG-45…",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
          "committed_at": "2026-07-08T21:05:59Z",
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          "oid": "1d1e5a7539e8f855ec42599a63d5405d6fcae7f4",
          "body": "setup_logging() clears all root handlers and calls logging.basicConfig(\nforce=True), reconfiguring application-wide logging as a side effect of\nimporting cowork/db/migrations.py (order-dependent clobbering), and\nreturns a logger named cowork.common.logger rather than this module.\nUse logging.getLogger(__name__) like the rest of the codebase.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: use module logger instead of setup_logging() at import",
          "author_name": "pnewsam",
          "author_login": "pnewsam",
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          "oid": "a2c24e907a439011a619585f6dd02e36aca346f3",
          "body": "…177)\n\n* feat(channels): channel-aware support-mode prompt via ChannelContext (ENG-591)\n\nChannel turns previously ran the identical harness build as desktop turns,\nso the system prompt steered the model toward desktop-UI affordances.\nThread a ChannelContext (channel_type, is_group, display_name) fro\n[…]\nmention fallback so\n@antonbot doesn't answer a mention aimed at @antonbotdev.\n\nCo-Authored-By: Claude Fable 5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Fable 5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ENG-591: channel-aware support mode + working group mention-gating (#…",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
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          "oid": "1ba44ffcde9b4daadc7ab6d4c1a2089be26164e3",
          "body": "feat: configurable CORS allowed origins (localhost-only default)",
          "is_bot": false,
          "headline": "Merge pull request #112 from mindsdb/feat/cors-configurable-origins",
          "author_name": "Jorge Torres",
          "author_login": "torrmal",
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          "headline": "switched anton-agent to main",
          "author_name": "martyna-mindsdb",
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          "headline": "gdrive connector with google picker api",
          "author_name": "martyna-mindsdb",
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          "oid": "27e130de722eed158b2356184d5badeb34a60dfd",
          "body": "* Detach the channel from project on the /new command\n\n* adress comments on the PR\n\n---------\n\nCo-authored-by: Lucas Koontz <lucas.emanuel.koontz@gmail.com>",
          "is_bot": false,
          "headline": "Channels and projects (#164) (#166)",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
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          "headline": "Merge branch 'staging' into feat/cors-configurable-origins",
          "author_name": "Konstantin Sivakov",
          "author_login": "tino097",
          "committed_at": "2026-07-08T14:00:39Z",
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          "oid": "6f0637106cf88eff30728d5e723136f8330e6bec",
          "body": "…eposition on DOM changes",
          "is_bot": false,
          "headline": "fix(comments): hide artifact markers for hidden/removed anchors and r…",
          "author_name": "Max Stepanov",
          "author_login": "StpMax",
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          "oid": "74d2c5449fe3f780f48e3359135e3f4e17f00584",
          "body": null,
          "is_bot": false,
          "headline": "feat(comments): proxy PATCH/DELETE + on-artifact layer edit/delete",
          "author_name": "Max Stepanov",
          "author_login": "StpMax",
          "committed_at": "2026-07-08T12:37:37Z",
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          "body": "Feat/eng 563 scheduler update",
          "is_bot": false,
          "headline": "Merge pull request #161 from mindsdb/feat/eng-563-scheduler-update",
          "author_name": "Andrey",
          "author_login": "ea-rus",
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          "body": "When a newer app advances the schema and an older build is then opened\nagainst the same database, `command.upgrade(head)` fails deep inside\nAlembic with an opaque \"Can't locate revision identified by '<rev>'\"\nand the server never starts.\n\nDetect the condition up front: compare the revision(s) record\n[…]\n preview builds of different\nages sharing cowork-preview.db, or a prod downgrade) into an actionable\nmessage instead of a silent startup crash.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: fail legibly when the database is ahead of this build (ENG-324)",
          "author_name": "pnewsam",
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          "oid": "bfe8d5c6094adbe5127878a93f55c49020073e28",
          "body": "…r false-negative (ENG-576) (#171)\n\nThe Settings connectivity probe (ping_provider) and onboarding validation\n(validate_minds) POSTed CODING_MODEL_DEFAULTS[\"minds_cloud\"] = \"haiku\", a PAID\nmodel. MindsHub tier-gates paid models, so a free-tier key gets a 403 — and:\n\n- ping_provider recorded provider\n[…]\n5 new (constant guard, ping + validate use mindshub_air, configured paid\nmodel ignored, missing-key fast-fail). Suite: 320 passed.\n\nCo-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(providers): probe MindsHub with a tier-universal model — free-tie…",
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          "author_login": "alecantu7",
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          "body": "…ort on 3.11\n\nTwo modules used f-strings that reuse the enclosing quote character inside the\nexpression (PEP 701, valid only on Python 3.12+):\n\n  - cowork/common/settings/app_settings.py — the default DB URI\n  - cowork/harnesses/memory/adapter.py     — the project-memory header\n\nOn any Python < 3.12\n[…]\newrite both to be quote-safe (identical runtime behavior; the DB URI string\nis byte-for-byte unchanged) so the package parses on every version.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix(server): remove Python 3.12-only f-string syntax that crashes imp…",
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          "headline": "use ANTON_PUBLISH_URL  if defined",
          "author_name": "Max Stepanov",
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                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 61,
            "inputs": {
              "packages": [
                "cowork-server"
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              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 4576
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "4,576 downloads/month across pypi",
                "points": 48.8,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 4576,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
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                ],
                "max_points": 20
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            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "excellent",
        "name": "Sustainability & Governance",
        "value": 85,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "good",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
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            "inputs": {
              "bus_factor": 3,
              "contributors_sampled": 15,
              "top_contributor_share": 0.236
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "3 contributor(s) cover half of all commits",
                "points": 36,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
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                      "count": 3
                    }
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                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 24% of commits",
                "points": 17.2,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 24
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                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "15 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 15
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 18 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "excellent",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 91,
            "inputs": {
              "merged_prs": 178,
              "open_issues": 0,
              "closed_issues": 1,
              "issue_closed_ratio": 1,
              "closed_unmerged_prs": 41
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            "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": "178/219 decided PRs merged",
                "points": 31.1,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 178,
                      "decided": 219
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                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 12/13 approved changesets -- score normalized to 9",
                "points": 13.5,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 78,
            "inputs": {
              "followers": 1416,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "mindsdb",
              "public_repos": 57,
              "account_age_days": 3271
            },
            "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": "1,416 followers of mindsdb",
                "points": 22.7,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 1416,
                      "login": "mindsdb"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "57 public repos, account ~8 yr old",
                "points": 24.8,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 57
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 8
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "cowork-server"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 3
            },
            "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 3 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 3
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "51 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 51
                    }
                  }
                ],
                "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": 77,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "11 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 11
                    }
                  }
                ],
                "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": "14 out of 14 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [],
              "has_wiki": true,
              "homepage": "https://mindshub.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://mindshub.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": 35,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "critical",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized. High-Risk Jurisdiction Policy applies a 50% multiplier to Security posture and gives it an At risk ceiling of 49.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "jurisdiction_posture_adjustment",
                "params": {
                  "cap": 49,
                  "pct": 50
                }
              }
            ],
            "value": 28,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 5.5,
              "high_risk_jurisdiction_cap": 49,
              "high_risk_jurisdiction_multiplier": 50,
              "security_posture_after_multiplier": 28,
              "security_posture_before_jurisdiction": 55
            },
            "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": "14 out of 14 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 12/13 approved changesets -- score normalized to 9",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 18 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "project was created within the last 90 days. Please review its contents carefully",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 1",
                "points": 0.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is run on all commits",
                "points": 5,
                "status": "met",
                "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": "14 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "moderate",
            "name": "Dependency advisories",
            "note": "Matched the pypi:cowork-server@0.26.7.27.3 runtime dependency closure — what installing the published package pulls in — 103 packages. Reachability is not analyzed.",
            "notes": [
              {
                "code": "advisories_scope_published",
                "params": {
                  "package": "pypi:cowork-server@0.26.7.27.3",
                  "assessed": 103
                }
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 61,
            "inputs": {
              "source": "osv",
              "advisories": 30,
              "affected_packages": 2,
              "assessed_packages": 103,
              "unassessed_packages": 0,
              "affected_by_severity": "critical 1, high 1",
              "direct_affected_packages": 1
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "1 affected: hermes-agent 0.17.0 (high 7.3)",
                "points": 14.6,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "hermes-agent 0.17.0 (high 7.3)"
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "1 affected: pillow 12.2.0 (critical 9.1)",
                "points": 6.8,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "pillow 12.2.0 (critical 9.1)"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory has been public longer than 90 days",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "advisories_none_stale",
                    "params": {
                      "days": 90
                    }
                  }
                ],
                "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": 103,
              "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": "moderate",
            "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": 50,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": true,
              "exposures": [
                {
                  "role": "top_contributor",
                  "count": 2,
                  "country": "Russia"
                }
              ],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 12
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "Russia: top_contributor (2)",
                "points": 50,
                "status": "partial",
                "details": [
                  {
                    "code": "jurisdiction_exposure",
                    "params": {
                      "role": "top_contributor",
                      "count": 2,
                      "country": "Russia"
                    }
                  }
                ],
                "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": "moderate",
        "name": "AI Readiness",
        "value": 50,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 33,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.616,
              "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
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        "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."
      }
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  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
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}

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.