Öffentliches Register
Software-GesundheitsberichtSchema 0.26.0 · Metriken 1.13.0 · 2026-07-22 18:46 UTC

zw008 / VMware-Storage

VMware vSphere storage management: datastores, iSCSI, vSAN. Domain-focused MCP skill with 11 tools.

PythonMIT★ 1 Stern⑂ 0 Forksseit März 2026Auf GitHub ansehen ↗

zw008/VMware-Storage erreicht einen Gesundheitsindex von 57 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Vitality (86/100) ab, am schwächsten bei Community & Adoption (32/100). Zuletzt vor 1 Tag aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

57
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.

57
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

wei zhouPersönliches Konto
18 Follower32 öffentliche Reposseit Jan. 2015

Dieses Repository gehört einem persönlichen Konto. Ein Projekt mit nur einem Eigentümer trägt ein höheres Kontinuitätsrisiko als ein organisationsgetragenes.

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlicht
PyPIvmware-storage1.8.82.61066vor 1 Tag

Metriken nach Kategorie

Vitalität

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

86Exzellent · 22 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 1 Tagen
11.8/36Commit-Rhythmus — 17/52 Wochen mit Commits
18/18Commit-Volumen — 115 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 4 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year115
human_commit_share0,94
days_since_last_push1
active_weeks_last_year17

Release-Disziplin

100Exzellent
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 64 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 1 Tagen
27/27Release-Rhythmus — ein Release etwa alle 0,9 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count64
latest_release_tagv1.8.8
releases_from_tagsnein
days_since_latest_release1
mean_days_between_releases0,9
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?

32Gefährdet · 18 % des Gesamtindex
Wie die Bewertung erfolgt
0/60Stars — 1 Stars
0/25Forks — 0 Forks
0/15Watcher — 0 Watcher
Verwendete Eingangsdaten
forks0
stars1
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (MIT)
0/18CONTRIBUTING-Leitfaden
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
45.6/80Downloads pro Monat — 2.610 Downloads/Monat über pypi
0/20Abhängige in der Registry — von diesem Ökosystem nicht ausgewiesen
Verwendete Eingangsdaten
packagesvmware-storage
dependents
ecosystemspypi
total_downloads
monthly_downloads2.610
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?

55Mittel · 24 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
0/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 100 % der Commits
1.4/13.5Breite der Beitragenden — 1 Beitragende
6/10OpenSSF Scorecard: Contributors — project has 2 contributing companies or organizations -- score normalized to 6
Verwendete Eingangsdaten
bus_factor1
contributors_sampled1
top_contributor_share1
Wie die Bewertung erfolgt
46.8/46.8Issue-Lösungsquote — 100 % der Issues geschlossen
19.1/38.3PR-Annahme — 6/12 entschiedene PRs gemergt
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Verwendete Eingangsdaten
merged_prs6
open_issues0
closed_issues4
issue_closed_ratio1
closed_unmerged_prs6
Wie die Bewertung erfolgt
10/30Organisatorische Trägerschaft — persönliches (Nutzer-)Konto
0/20Verifizierte Domain — für Nutzerkonten nicht anwendbar
9.2/25Reichweite des Inhabers — 18 Follower von zw008
23.1/25Kontohistorie — 32 öffentliche Repos, Kontoalter ca. 11 Jahre
Verwendete Eingangsdaten
followers18
owner_typeUser
is_verified
owner_loginzw008
public_repos32
account_age_days4.201
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Verifizierte Domain. Die verbleibenden Gewichte wurden renormalisiert.

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf pypi
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 1 Tagen
20/20Versionshistorie — 66 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesvmware-storage
ecosystemspypi
any_deprecatednein
min_days_since_publish1

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

42Gefährdet · 20 % des Gesamtindex
Wie die Bewertung erfolgt
0/24CI-Workflows
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_cinein
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.
Wie die Bewertung erfolgt
30/30README
0/25Dokumentationsverzeichnis
0/15Dokumentations-/Homepage-Site
10/10Repository-Beschreibung
10/10Topics — 12 Topics
10/10Wiki
Verwendete Eingangsdaten
topicsagent-skills, ai-skill, claude-code, codex, gemini-cli, iscsi, mcp, nfs, storage, vmware, vsan, vsphere
has_wikija
homepage
has_readmeja
has_docs_dirnein
has_descriptionja

Sicherheit

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

67Mittel · 16 % des Gesamtindex
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
0/10Dangerous-Workflow — keine Daten
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Lizenz — license file detected
7.5/7.5Maintained — 30 commit(s) and 4 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
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — keine Daten
0/7.5Token-Permissions — keine Daten
6.8/7.5Vulnerabilities — 1 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated12
scorecard_versionv5.5.0
checks_inconclusive6
scorecard_aggregate5,9
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): branch_protection, ci_tests, dangerous_workflow, packaging, signed_releases, token_permissions. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
35/35Direkte Abhängigkeiten ohne bekannte Advisories — keine direkte Abhängigkeit trägt ein bekanntes Advisory
0/25Indirekte Abhängigkeiten ohne bekannte Advisories — transitive Menge in diesem Bereich nicht von Entwicklungs- und Test-Abhängigkeiten trennbar
0/40Keine offenen Advisories — kein Advisory trägt ein Veröffentlichungsdatum
Verwendete Eingangsdaten
sourceosv
advisories1
affected_packages1
assessed_packages52
unassessed_packages0
affected_by_severityhigh 1
direct_affected_packages0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Indirekte Abhängigkeiten ohne bekannte Advisories, Keine offenen Advisories. Die verbleibenden Gewichte wurden renormalisiert. 52 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.

48Gefährdet · 0 % des Gesamtindex
Wie die Bewertung erfolgt
0/45Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15Maschinenlesbare Doku (llms.txt)
40/40Lesbare Commit-Historie — 91 von 94 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share0,968
agent_instruction_files
agent_instruction_max_bytes
Wie die Bewertung erfolgt
0/18Bootstrap mit einem Befehl
22/22Automatisierte Tests
0/11Lint-/Format-Konfiguration
0/11Statische Typprüfung
10/10Reproduzierbare Umgebung — Dockerfile, lockfile
6/10Belegte Agentenpraxis — 3 der letzten 100 Commits von Agenten verfasst oder ihnen zugeschrieben
8/8Automatisierte Wartung — 6 der letzten 100 Commits sind automatisierte Abhängigkeits-Updates
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilesuv.lock
has_dockerfileja
typed_languagenein
bootstrap_files
has_devcontainernein
has_linter_confignein
typecheck_configs
agent_commit_share0,03
toolchain_manifests
dependency_bot_commit_share0,06
Wie die Bewertung erfolgt
0/45Typprüfbarer Code — Python ohne Typprüfungs-Konfiguration
55/55Handhabbare Dateigrößen — 0/44 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languagePython
largest_source_bytes45.608
source_files_sampled44
oversized_source_files0
Wie die Bewertung erfolgt
0/40API-Schema (OpenAPI/GraphQL/proto)
20/20MCP-Server
40/40Lauffähige Beispiele — examples
Verwendete Eingangsdaten
example_dirsexamples
has_mcp_signalja
api_schema_files

Eckdaten

1GitHub-Sterne
1Mitwirkende
115Commits, letzte 12 Monate
1Tage seit letztem Push
64Releases
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:vmware-storage@1.8.8; advisories assessed against the repository dependency graph instead

Weitere Details

OpenSSF Scorecard 5.9 / 10
5.9Gesamtwert

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 · 2026-07-22 18:46 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
k. A.Dangerous-Workflowno workflows found
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 4 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
10Security-Policysecurity policy file detected
k. A.Signed-Releasesno releases found
k. A.Token-PermissionsNo tokens found
9Vulnerabilities1 existing vulnerabilities detected
Direkte Abhängigkeiten 7
RegistryPaketVersionsvorgabeManifest
PyPIpyvmomi>=8.0.3.0,<10.0pyproject.toml
PyPIpyaml>=24.0,<27.0pyproject.toml
PyPItyper>=0.12,<1.0pyproject.toml
PyPIrich>=13.0,<15.0pyproject.toml
PyPIpython-dotenv>=1.0,<2.0pyproject.toml
PyPImcp>=1.10,<2.0pyproject.toml
PyPIvmware-policy>=1.8.8,<2.0pyproject.toml
Alle Abhängigkeiten 52

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 7 direkte und 45 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
PyPImcp1.28.1direkt
PyPIpyaml26.2.1direkt
PyPIpython-dotenv1.2.2direkt
PyPIpyvmomi9.0.0.0direkt
PyPIrich14.3.3direkt
PyPItyper0.24.1direkt
PyPIvmware-policy1.8.8direkt
PyPIannotated-doc0.0.4indirekt
PyPIannotated-types0.7.0indirekt
PyPIanyio4.13.0indirekt
PyPIattrs26.1.0indirekt
PyPIcertifi2026.2.25indirekt
PyPIcffi2.0.0indirekt
PyPIclick8.3.1indirekt
PyPIcolorama0.4.6indirekt
PyPIcoverage7.13.5indirekt
PyPIcryptography49.0.0indirekt
PyPIexceptiongroup1.3.1indirekt
PyPIh110.16.0indirekt
PyPIhttpcore1.0.9indirekt
PyPIhttpx0.28.1indirekt
PyPIhttpx-sse0.4.3indirekt
PyPIidna3.15indirekt
PyPIiniconfig2.3.0indirekt
PyPIjsonschema4.26.0indirekt
PyPIjsonschema-specifications2025.9.1indirekt
PyPImarkdown-it-py4.0.0indirekt
PyPImdurl0.1.2indirekt
PyPIpackaging26.0indirekt
PyPIpluggy1.6.0indirekt
PyPIpycparser3.0indirekt
PyPIpydantic2.12.5indirekt
PyPIpydantic-core2.41.5indirekt
PyPIpydantic-settings2.14.2indirekt
PyPIpygments2.20.0indirekt
PyPIpyjwt2.13.0indirekt
PyPIpytest9.0.3indirekt
PyPIpytest-cov7.1.0indirekt
PyPIpython-multipart0.0.32indirekt
PyPIpywin32311indirekt
PyPIpyyaml6.0.3indirekt
PyPIreferencing0.37.0indirekt
PyPIrpds-py0.30.0indirekt
PyPIruff0.15.9indirekt
PyPIshellingham1.5.4indirekt
PyPIsse-starlette3.3.4indirekt
PyPIstarlette1.3.1indirekt
PyPItomli2.4.1indirekt
PyPItyping-extensions4.15.0indirekt
PyPItyping-inspection0.4.2indirekt
PyPIuvicorn0.42.0indirekt
PyPIvmware-storage1.8.8indirekt
Abhängigkeits-Advisories 1

Dieses Repository veröffentlicht kein vom Index auflösbares Paket, daher wurde sein eigener Abhängigkeitsgraph bewertet – 52 Pakete, darunter auch Entwicklungs- und Test-Pins, die nie ausgeliefert werden: 1 tragen bekannte Advisories, davon 0 direkte.

PaketVersionBeziehungSchweregradAdvisoriesBehoben in
click8.3.1indirekthoch18.3.3

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": [
        "agent-skills",
        "ai-skill",
        "claude-code",
        "codex",
        "gemini-cli",
        "iscsi",
        "mcp",
        "nfs",
        "storage",
        "vmware",
        "vsan",
        "vsphere"
      ],
      "is_fork": false,
      "size_kb": 892,
      "has_wiki": true,
      "homepage": null,
      "languages": {
        "Python": 328019,
        "Dockerfile": 213
      },
      "pushed_at": "2026-07-21T15:42:42Z",
      "created_at": "2026-03-22T01:16:57Z",
      "owner_type": "User",
      "updated_at": "2026-07-21T15:46:17Z",
      "description": "VMware vSphere storage management: datastores, iSCSI, vSAN. Domain-focused MCP skill with 11 tools.",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "MIT",
      "default_branch": "main",
      "license_spdx_raw": "MIT",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": null,
      "name": "wei zhou",
      "type": "User",
      "login": "zw008",
      "company": null,
      "location": "China",
      "followers": 18,
      "avatar_url": "https://avatars.githubusercontent.com/u/10613299?v=4",
      "created_at": "2015-01-20T11:29:10Z",
      "is_verified": null,
      "public_repos": 32,
      "account_age_days": 4201
    },
    "license": {
      "state": "standard",
      "spdx_id": "MIT",
      "raw_spdx": "MIT",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v1.8.8",
          "kind": "patch",
          "published_at": "2026-07-21T15:42:45Z"
        },
        {
          "tag": "v1.8.7",
          "kind": "patch",
          "published_at": "2026-07-21T11:38:49Z"
        },
        {
          "tag": "v1.8.5",
          "kind": "patch",
          "published_at": "2026-07-20T13:03:17Z"
        },
        {
          "tag": "v1.8.4",
          "kind": "patch",
          "published_at": "2026-07-20T08:25:00Z"
        },
        {
          "tag": "v1.8.3",
          "kind": "patch",
          "published_at": "2026-07-20T03:40:18Z"
        },
        {
          "tag": "v1.8.2",
          "kind": "patch",
          "published_at": "2026-07-19T17:59:49Z"
        },
        {
          "tag": "v1.8.1",
          "kind": "patch",
          "published_at": "2026-07-19T11:22:14Z"
        },
        {
          "tag": "v1.8.0",
          "kind": "minor",
          "published_at": "2026-07-19T09:40:08Z"
        },
        {
          "tag": "v1.7.7",
          "kind": "patch",
          "published_at": "2026-07-17T06:53:03Z"
        },
        {
          "tag": "v1.7.5",
          "kind": "patch",
          "published_at": "2026-07-13T07:14:39Z"
        },
        {
          "tag": "v1.7.4",
          "kind": "patch",
          "published_at": "2026-07-13T04:45:02Z"
        },
        {
          "tag": "v1.7.3",
          "kind": "patch",
          "published_at": "2026-07-03T00:46:38Z"
        },
        {
          "tag": "v1.7.2",
          "kind": "patch",
          "published_at": "2026-07-02T14:29:19Z"
        },
        {
          "tag": "v1.7.1",
          "kind": "patch",
          "published_at": "2026-07-02T10:45:36Z"
        },
        {
          "tag": "v1.7.0",
          "kind": "minor",
          "published_at": "2026-06-27T00:59:44Z"
        },
        {
          "tag": "v1.6.1",
          "kind": "patch",
          "published_at": "2026-06-23T23:56:09Z"
        },
        {
          "tag": "v1.6.0",
          "kind": "minor",
          "published_at": "2026-06-22T09:15:59Z"
        },
        {
          "tag": "v1.5.39",
          "kind": "patch",
          "published_at": "2026-06-22T00:35:47Z"
        },
        {
          "tag": "v1.5.38",
          "kind": "patch",
          "published_at": "2026-06-12T06:57:03Z"
        },
        {
          "tag": "v1.5.37",
          "kind": "patch",
          "published_at": "2026-06-12T01:56:31Z"
        },
        {
          "tag": "v1.5.36",
          "kind": "patch",
          "published_at": "2026-06-11T23:19:34Z"
        },
        {
          "tag": "v1.5.35",
          "kind": "patch",
          "published_at": "2026-06-10T00:42:54Z"
        },
        {
          "tag": "v1.5.32",
          "kind": "patch",
          "published_at": "2026-06-08T02:30:24Z"
        },
        {
          "tag": "v1.5.30",
          "kind": "patch",
          "published_at": "2026-06-07T12:54:36Z"
        },
        {
          "tag": "v1.5.29",
          "kind": "patch",
          "published_at": "2026-05-29T02:18:45Z"
        },
        {
          "tag": "v1.5.28",
          "kind": "patch",
          "published_at": "2026-05-20T09:56:56Z"
        },
        {
          "tag": "v1.5.27",
          "kind": "patch",
          "published_at": "2026-05-20T06:56:17Z"
        },
        {
          "tag": "v1.5.26",
          "kind": "patch",
          "published_at": "2026-05-20T06:16:30Z"
        },
        {
          "tag": "v1.5.23",
          "kind": "patch",
          "published_at": "2026-05-19T02:56:25Z"
        },
        {
          "tag": "v1.5.22",
          "kind": "patch",
          "published_at": "2026-05-08T23:23:39Z"
        },
        {
          "tag": "v1.5.21",
          "kind": "patch",
          "published_at": "2026-05-08T23:10:28Z"
        },
        {
          "tag": "v1.5.20",
          "kind": "patch",
          "published_at": "2026-05-08T22:29:55Z"
        },
        {
          "tag": "v1.5.19",
          "kind": "patch",
          "published_at": "2026-05-06T04:01:04Z"
        },
        {
          "tag": "v1.5.18",
          "kind": "patch",
          "published_at": "2026-05-02T12:08:51Z"
        },
        {
          "tag": "v1.5.17",
          "kind": "patch",
          "published_at": "2026-05-01T11:45:35Z"
        },
        {
          "tag": "v1.5.16",
          "kind": "patch",
          "published_at": "2026-05-01T03:29:07Z"
        },
        {
          "tag": "v1.5.15",
          "kind": "patch",
          "published_at": "2026-04-29T18:29:06Z"
        },
        {
          "tag": "v1.5.14",
          "kind": "patch",
          "published_at": "2026-04-21T12:08:20Z"
        },
        {
          "tag": "v1.5.13",
          "kind": "patch",
          "published_at": "2026-04-21T06:21:56Z"
        },
        {
          "tag": "v1.5.12",
          "kind": "patch",
          "published_at": "2026-04-17T10:03:10Z"
        },
        {
          "tag": "v1.5.11",
          "kind": "patch",
          "published_at": "2026-04-16T23:40:57Z"
        },
        {
          "tag": "v1.5.10",
          "kind": "patch",
          "published_at": "2026-04-16T02:59:13Z"
        },
        {
          "tag": "v1.5.8",
          "kind": "patch",
          "published_at": "2026-04-15T01:47:36Z"
        },
        {
          "tag": "v1.5.7",
          "kind": "patch",
          "published_at": "2026-04-15T01:22:03Z"
        },
        {
          "tag": "v1.5.6",
          "kind": "patch",
          "published_at": "2026-04-14T23:50:08Z"
        },
        {
          "tag": "v1.5.5",
          "kind": "patch",
          "published_at": "2026-04-14T23:40:20Z"
        },
        {
          "tag": "v1.5.4",
          "kind": "patch",
          "published_at": "2026-04-14T08:42:47Z"
        },
        {
          "tag": "v1.5.0",
          "kind": "minor",
          "published_at": "2026-04-12T04:55:01Z"
        },
        {
          "tag": "v1.4.9",
          "kind": "patch",
          "published_at": "2026-04-11T13:18:02Z"
        },
        {
          "tag": "v1.4.8",
          "kind": "patch",
          "published_at": "2026-04-09T09:22:59Z"
        },
        {
          "tag": "v1.4.7",
          "kind": "patch",
          "published_at": "2026-04-07T23:16:58Z"
        },
        {
          "tag": "v1.4.6",
          "kind": "patch",
          "published_at": "2026-04-06T01:58:24Z"
        },
        {
          "tag": "v1.4.5",
          "kind": "patch",
          "published_at": "2026-04-03T13:29:58Z"
        },
        {
          "tag": "v1.4.4",
          "kind": "patch",
          "published_at": "2026-04-01T15:46:37Z"
        },
        {
          "tag": "v1.4.3",
          "kind": "patch",
          "published_at": "2026-03-30T11:48:02Z"
        },
        {
          "tag": "v1.4.1",
          "kind": "patch",
          "published_at": "2026-03-29T08:21:06Z"
        },
        {
          "tag": "v1.4.0",
          "kind": "minor",
          "published_at": "2026-03-29T07:41:52Z"
        },
        {
          "tag": "v1.3.5",
          "kind": "patch",
          "published_at": "2026-03-28T02:22:46Z"
        },
        {
          "tag": "v1.3.4",
          "kind": "patch",
          "published_at": "2026-03-28T01:39:57Z"
        },
        {
          "tag": "v1.3.3",
          "kind": "patch",
          "published_at": "2026-03-28T00:30:17Z"
        },
        {
          "tag": "v1.3.2",
          "kind": "patch",
          "published_at": "2026-03-27T11:59:05Z"
        },
        {
          "tag": "v1.3.1",
          "kind": "patch",
          "published_at": "2026-03-27T11:25:32Z"
        },
        {
          "tag": "v1.3.0",
          "kind": "minor",
          "published_at": "2026-03-26T05:48:18Z"
        },
        {
          "tag": "v1.2.0",
          "kind": "minor",
          "published_at": "2026-03-22T01:40:28Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "b87d382245bd96c3335fd0591e3f95ba13aeb4ee",
          "body": "Every state-changing CLI command is now wrapped by @guarded, the CLI counterpart\nto the MCP @vmware_tool decorator: it runs the same vmware-policy guard()\nauthorization and writes the same audit_call() row to ~/.vmware/audit.db\n(HLD I-1/I-8). A `deny` rule now refuses the operation on the CLI with a\n[…]\nitten this release (removed at 2.0)\n- requires vmware-policy>=1.8.8 (adds the shared guarded core); lock bumped to it\n- carries the environment docstring correction + the Policy-1.8.7 stale-test fixes",
          "is_bot": false,
          "headline": "feat: route CLI writes through policy + audit via @guarded (v1.8.8)",
          "author_name": "wei",
          "author_login": "zw008",
          "committed_at": "2026-07-21T15:42:38Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "466b46e59c2f0f482634259a9293ce861cf8dad9",
          "body": "…RBAC's job\n\n- remove the skill-level read-only switch and its config/env key; read/write\n  authorization is delegated to the vCenter/NSX service account (RBAC). A config\n  still carrying read_only is ignored with a one-time warning naming the replacement\n- drop approval-tier / declared-environment language (vmware-policy cut those)\n- add offline / air-gapped install docs to the README\n- carries the accumulated fixes staged since 1.8.5",
          "is_bot": false,
          "headline": "chore: release v1.8.7 — remove read-only switch; read/write authz is …",
          "author_name": "wei",
          "author_login": "zw008",
          "committed_at": "2026-07-21T11:38:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cb214cbf96b077e33c82256e40f456815bc75d1d",
          "body": null,
          "is_bot": false,
          "headline": "chore: lock vmware-policy 1.8.5",
          "author_name": "wei",
          "author_login": "zw008",
          "committed_at": "2026-07-20T13:02:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "739c733802363665c176eba7afd3e5c959fea983",
          "body": null,
          "is_bot": false,
          "headline": "chore: release v1.8.5",
          "author_name": "wei",
          "author_login": "zw008",
          "committed_at": "2026-07-20T12:59:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e8f272548a49d5229c4a1d60db0825829ef46532",
          "body": "Four adversarial reviews of v1.8.4 found the release had shipped two defects.\n\n**A returned failure was still audited as a success.** vmware-policy 1.8.4 added\n`report_tool_failure()` for tools that catch and return rather than raise, and no\nskill called it. Every string-returning tool therefore kep\n[…]\neption\ninterpolated into an already-allowlisted `*ApiError`, now authored text instead.\n\nThe missing-password error keeps its remedy through a narrow\n`ConfigError(OSError)` rather than the base class.",
          "is_bot": false,
          "headline": "fix: audit returned failures; stop leaking cert and URL detail",
          "author_name": "wei",
          "author_login": "zw008",
          "committed_at": "2026-07-20T12:26:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "83c3c97c6f7147e72c81ec504fff87f77666d509",
          "body": null,
          "is_bot": false,
          "headline": "chore: lock vmware-policy 1.8.4",
          "author_name": "wei",
          "author_login": "zw008",
          "committed_at": "2026-07-20T08:24:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2a26e36f863db3ae4a620163fcee241902bb6ca3",
          "body": null,
          "is_bot": false,
          "headline": "chore: release v1.8.4",
          "author_name": "wei",
          "author_login": "zw008",
          "committed_at": "2026-07-20T08:20:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f52da83889252d7fd9d68653d0fb1258f71c82f0",
          "body": "For a weak model the description *is* the API: an unstated routing rule is a\nrouting rule that does not exist, and a tool with no stated next hop is one it\nstops at. Descriptions now say when to prefer this tool over a sibling, what\nshape comes back, the caveat that bites, and which tool to call nex\n[…]\nring in `confirm_draft`'s own name, missed\n\"Use after ...\" as a when-clause and so bought pure rewording, read a line break\nas absent content, and never looked at the list-shaped error payload at all.",
          "is_bot": false,
          "headline": "feat: describe tools so a small model can route between them",
          "author_name": "wei",
          "author_login": "zw008",
          "committed_at": "2026-07-20T08:17:53Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "22aadd5156f3cd40a389123feaec5caecc49274e",
          "body": "…y eval\n\nError messages now name the offending value, an imperative remedy, and a\nconcrete artifact the model can act on, so recovery becomes an\ninstruction-following problem rather than an inference one.\n\n_safe_error's allowlist was widened to the rule it always meant: every\nexception this skill ra\n[…]\necking the\ncommand exists, and never looked at the 300-char sanitize() cap that silently\ndeletes a remedy. A new remedy_survives_truncation check found real cut\nmessages in two repos on its first run.",
          "is_bot": false,
          "headline": "fix: let teaching errors reach the agent, and harden the error-qualit…",
          "author_name": "wei",
          "author_login": "zw008",
          "committed_at": "2026-07-20T07:40:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2a98fb1cba19dafc9aa99e77e75ba18f97c398f1",
          "body": "The suite asks open questions — can a model obtain every name these tools\ndemand, does a failure tell it what to do next, does the read-only gate leave a\nusable surface — rather than replaying known bugs. It has been answering them\nfor vmware-aiops, vmware-monitor and vmware-storage since it was wri\n[…]\nbility/_scores.json.\nTeaching-error rate: vmware-aiops 92%, vmware-monitor 75%, everything else\n0-40%. That is the shape of a family fix applied to one repo (踩坑 #21), now\nmeasured rather than assumed.",
          "is_bot": false,
          "headline": "test: run the capability evals against every skill, not three",
          "author_name": "wei",
          "author_login": "zw008",
          "committed_at": "2026-07-20T06:21:52Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e229bece9349da26ff984d7019f87d3f57fb5b21",
          "body": "The three copies of test_entity_reachability.py were supposed to be identical.\nThey were not, and the drift was logic rather than comments: vmware-monitor had\ntwo corrections the other two never received.\n\n  - Creation verbs. A name the operator invents (vm_create_snapshot's\n    snapshot_name) is no\n[…]\n three on the first run in vmware-aiops: source_vm_name and\nentity_name were real lookups never counted, new_name is invented and is now\nan explicit exclusion. entity_reachability_full 91.1% -> 97.6%.",
          "is_bot": false,
          "headline": "test: reconcile the capability suite and make its vocabulary portable",
          "author_name": "wei",
          "author_login": "zw008",
          "committed_at": "2026-07-20T06:09:32Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "bc916d2b0a0b21e8ca7bf3274e4c62de679fbc6b",
          "body": "…refixes\n\nThe `names_artifact` dimension matched the prefixes `list_` and `get_`, which\nwas wrong in both directions. Real tools named anything else — cluster_info,\nbrowse_datastore, vm_info — read as \"names nothing concrete\", and a remedy\nnaming a companion skill's CLI scored zero even though a doc\n[…]\n-storage\n(18.8%) do not move — those scores were always real.\n\nAdds a regression test for the grader itself, since the grader is where the\nbug was. uv.lock picks up the versions it had drifted behind.",
          "is_bot": false,
          "headline": "test: score error messages against the real tool registry, not name p…",
          "author_name": "wei",
          "author_login": "zw008",
          "committed_at": "2026-07-20T05:58:23Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9a2d6b9b26cbfee278832abe1b8f112d55a38cc7",
          "body": "The password already resolved from an env var; the username did not, so a\ndeployment injecting credentials from a secret store could externalise only\nhalf the pair — a config-file username with an env password from another\naccount logs in as nobody.\n\nAdapted from VMware-AIops#33 by @wright-bench. Re\n[…]\nable their own loader never reads, so following the\ndocs exactly gave \"Password not found\". Docs corrected against each repo's own\ncode (the keys differ per skill); a smoke check now compares the two.",
          "is_bot": false,
          "headline": "feat: per-target username can come from the environment (v1.8.3)",
          "author_name": "wei",
          "author_login": "zw008",
          "committed_at": "2026-07-20T03:40:03Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0b4a751e238cec92c3d68e24d41cd18c54ce1ef4",
          "body": "Every skill shipped its MCP server as a top-level `mcp_server` package.\nPython has one top-level namespace, so co-installing any two of them let the\nsecond silently overwrite the first — no error, no warning.\n\n  uv tool install vmware-aiops  ->  49 tools   (correct)\n  uv pip  install vmware-aiops  -\n[…]\nnfigs are unchanged; only a direct\n`python -m mcp_server` breaks.\n\nAlso: references/agent-guardrails.md now ships in every skill (the operating\nrules for local and small models), linked from SKILL.md.",
          "is_bot": false,
          "headline": "fix: move the MCP server into the package namespace (v1.8.2)",
          "author_name": "wei",
          "author_login": "zw008",
          "committed_at": "2026-07-19T17:59:41Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "43293538543c1bedc96d5324bffbbe1ac3307ca4",
          "body": "v1.8.0 put read-only mode in the code and documented it in README only.\nEvery other layer was empty, and each serves a different reader: SKILL.md is\nwhat the agent loads, setup-guide is what an operator reads while configuring,\ndoctor is where they verify it took.\n\nAn agent read SKILL.md, called a w\n[…]\nsolution\n  runs through vmware_policy.read_only_status() rather than a local copy of the\n  precedence chain — a doctor that disagrees with its gate is worse than none.\n  Requires vmware-policy>=1.8.1.",
          "is_bot": false,
          "headline": "docs: read-only mode reaches the surfaces that teach it (v1.8.1)",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-07-19T11:22:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "06b85833c25e7b5c741efe9168e52fcc74f4ba6a",
          "body": "Family release driven by VMware-AIops#31, where an operator running\nLlama 3.3 70B had to hand-write 17 prompt guardrails to make tool calling\nreliable. A prompt is advisory; a model can ignore it. Every guardrail that\ncould move into the harness has.\n\n- Read-only mode: VMWARE_READ_ONLY=true removes \n[…]\nenvironment: on each config target, for policy scoping.\n\nPre-release review (2026-07-19):\n- Docs: read-only tool count corrected to 7/11 (one place said 6/11 while\n  the rest of the same file said 7).",
          "is_bot": false,
          "headline": "feat: read-only mode, list envelope, declared environments (v1.8.0)",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-07-19T09:40:01Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "171d8e9ca09b5fce2957248848b0d01c892d24ee",
          "body": null,
          "is_bot": false,
          "headline": "chore: refresh uv.lock self-version for 1.7.7",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-07-17T07:00:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b936654c3155cba99fbf5b972aed1ad8625df9e4",
          "body": null,
          "is_bot": false,
          "headline": "chore: release v1.7.7 (session-probe fix + mcp 1.28.1)",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-07-17T06:52:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "233bdb737ddbc6b67bd9a76092b71e9a45b4b6f1",
          "body": "Clears three GHSA HIGH advisories against the MCP Python SDK (WebSocket\nHost/Origin validation; HTTP transport principal verification; experimental\ntask-handler cross-client access). stdio-only servers are not directly\nexposed, but the lockfile should not pin a vulnerable build.",
          "is_bot": false,
          "headline": "chore: bump mcp to 1.28.1 in lockfile",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-07-17T06:37:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b8a65cc536d768a0b848be11857b1edf750d8140",
          "body": "An expired token can make sessionManager.currentSession return None without\nraising — the raise-only probe returned the dead cached session as live.\nFamily fix from external fork report (AIops PR #32); Storage's except\nException path was already correct. Regression tests pin all three probe\nshapes.",
          "is_bot": false,
          "headline": "fix: treat None currentSession as dead in session probe",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-07-17T06:37:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bb7032f40bbc8ebcb3b7cc66a7c04d219273e7b1",
          "body": null,
          "is_bot": false,
          "headline": "chore: v1.7.5 family version alignment (no code change)",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-07-13T07:11:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3d4a92f9191b678773812cd3ae25b009fcbd366c",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump to 1.7.4 (family version alignment)",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-07-13T04:43:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4abe8357a5d97dded3dd696799afb8e33e4635db",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump to 1.7.3 (family version alignment)",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-07-03T00:45:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6913b74a962bd709c62276838e13118a8af92e3d",
          "body": "… port)",
          "is_bot": false,
          "headline": "perf: batch datastore/host inventory via PropertyCollector (issue #31…",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-07-02T14:26:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "98bd3cfe88e9476290dc1e09df74f22bc9fb5a25",
          "body": null,
          "is_bot": false,
          "headline": "chore: release v1.7.1 (family version alignment)",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-07-02T10:43:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "495db1de19cbae928fdd95cacf9cff3ed5a73484",
          "body": null,
          "is_bot": false,
          "headline": "feat: add init wizard + auth/TLS error teaching",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-06-27T00:55:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "862f1eb92833567a2c58fa00af279daccd54ef3f",
          "body": "Resolves medium-severity symlink-escape advisory in\nNestedSecretsSettingsSource. Transitive pin via uv.lock.",
          "is_bot": false,
          "headline": "fix(deps): bump pydantic-settings to 2.14.2 (GHSA-4xgf-cpjx-pc3j)",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-06-26T01:12:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3e3d4f0760a5ebc30c6782b1b3e9d622cab37a6e",
          "body": "Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: release v1.6.1 (.env password b64 obfuscation)",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-06-23T23:54:28Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "91bbc24d9458c05b79ed8641b5e079142dc7817c",
          "body": "Ruff F401 — the test uses plain asserts, not pytest.raises.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: remove unused pytest import from b64 regression test",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-06-23T23:38:47Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "f13780748ed590390ccf89b9f80f164ad9ff3097",
          "body": "Plaintext *_PASSWORD values in ~/.<skill>/.env are rewritten to b64: on\nfirst load and decoded transparently at runtime, via python-dotenv's own\nparser so the stored secret never drifts (handles quotes, inline comments,\ntrailing whitespace, and passwords literally starting with b64:).\nObfuscation, not encryption — for real at-rest secrecy inject from a\nsecret manager. Adds a 10-case regression suite per skill.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: auto-obfuscate .env passwords to grep-safe b64 form",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-06-23T14:38:09Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "d42781e88e0a4ff7e199500a90ac65d3b384233c",
          "body": "Adds undo= declarations on reversible write tools (via vmware-policy 1.6.0); inherits the\ntoken/runaway budget guard, audit accountability fields, and graduated risk tiers.\nRequires vmware-policy >= 1.6.0.",
          "is_bot": false,
          "headline": "feat: v1.6.0 — undo-token support + harness trust architecture",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-06-22T09:14:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "723a1e019ca676db80a9eba8b69b888f93964a84",
          "body": "…(v1.5.39)\n\nbrowse_datastore raised a bare TimeoutError at 120s (scan_images browses once per pattern, so\nthe budget compounded). Now 300s with a message that tells the caller to narrow the search\n(sub-path + pattern) rather than retry the same broad browse — same agent token-burn class\nfixed in AIops snapshot-delete this release.",
          "is_bot": false,
          "headline": "fix: honest datastore-browse timeout 120s->300s + actionable message …",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-06-22T00:34:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "28e348f043921c4212d2b719c51fa76ab967a525",
          "body": "…pendabot security alerts\n\nResolves all open Dependabot alerts (5 high / 4 medium / 5 low):\n- cryptography -> 49.0.0 (bundled OpenSSL vuln)\n- starlette -> 1.3.1 (SSRF/NTLM via UNC, form-limit bypass)\n- python-multipart -> 0.0.32 (quadratic querystring DoS, smuggling)\n- pyjwt -> 2.13.0 (public-key JWK as HMAC secret, algo bypass, DoS)",
          "is_bot": false,
          "headline": "chore: bump cryptography/starlette/python-multipart/pyjwt to patch De…",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-06-17T02:05:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "428e43a9dab0db2256cba6da4b58b4873f518143",
          "body": null,
          "is_bot": false,
          "headline": "chore: release alignment v1.5.38",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-06-12T06:30:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1a6097ca117e862e9e48defa8cbc240af2852925",
          "body": "…or tests (v1.5.37)",
          "is_bot": false,
          "headline": "perf: faster datastore listing; fix: iSCSI HBA race; test: ops behavi…",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-06-12T01:49:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e05ada9294cae01dac49e7bca2a57eca75716cee",
          "body": null,
          "is_bot": false,
          "headline": "fix: OVA scanning and destructive-op gating (v1.5.36)",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-06-11T23:03:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8368a9ea53a7ff83188a39bd75bd0da58887d2b3",
          "body": "Family-wide security release. See RELEASE_NOTES.md for the per-skill detail.\nAligns all 11 packages back to a single version (1.5.35).",
          "is_bot": false,
          "headline": "fix: security hardening (v1.5.35)",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-06-10T00:16:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4805f5e0a81fb30c17eb942dfe69e4359bf5fd46",
          "body": null,
          "is_bot": false,
          "headline": "chore: release v1.5.32",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-06-08T02:29:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a14ed6ebf739256829c4c6de5e43a88aa7e688c4",
          "body": "- safety test repointed at the CLI commands that own _double_confirm (was\n  asserting ops layer — failed permanently while guarding nothing)\n- vim attribute conformance regression added (2026-06-08 audit verified the\n  iSCSI/vSAN chains clean; test prevents future invented names)",
          "is_bot": false,
          "headline": "test: CLI-layer safety assertions + vim introspection conformance",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-06-08T02:15:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a460fb3d12aa96ee1d91e1e522ce14d8c88467b7",
          "body": null,
          "is_bot": false,
          "headline": "docs: Glama TDQS tool description rewrite (v1.5.30)",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-06-07T12:51:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e77eca2b2acf11755a52f158342a9b16e2a18dcd",
          "body": "chore(deps): bump starlette from 1.0.0 to 1.0.1",
          "is_bot": false,
          "headline": "Merge pull request #6 from zw008/dependabot/uv/starlette-1.0.1",
          "author_name": "wei zhou",
          "author_login": "zw008",
          "committed_at": "2026-06-07T07:23:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c055d4688e4793cc89b99ffde48912ff106eec60",
          "body": "Bumps [starlette](https://github.com/Kludex/starlette) from 1.0.0 to 1.0.1.\n- [Release notes](https://github.com/Kludex/starlette/releases)\n- [Changelog](https://github.com/Kludex/starlette/blob/main/docs/release-notes.md)\n- [Commits](https://github.com/Kludex/starlette/compare/1.0.0...1.0.1)\n\n---\nupdated-dependencies:\n- dependency-name: starlette\n  dependency-version: 1.0.1\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump starlette from 1.0.0 to 1.0.1",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-04T17:26:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0adcf325bef156e4d7e2504d64f691a442ba2c0b",
          "body": null,
          "is_bot": false,
          "headline": "release: v1.5.29 — patterns/ PoC docs + Python 3.10 support",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-05-29T02:12:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a02f2130eba3e0b4fa0438be88f79b48a32c80c9",
          "body": "…ython 3.10 support",
          "is_bot": false,
          "headline": "docs: document patterns/ L5 auto-remediation PoC (iSCSI rescan) and P…",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-05-29T01:54:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "167fcd45ba82569031701545051e42890304b3aa",
          "body": "Bumps [idna](https://github.com/kjd/idna) from 3.11 to 3.15.\n- [Release notes](https://github.com/kjd/idna/releases)\n- [Changelog](https://github.com/kjd/idna/blob/master/HISTORY.md)\n- [Commits](https://github.com/kjd/idna/compare/v3.11...v3.15)\n\n---\nupdated-dependencies:\n- dependency-name: idna\n  dependency-version: '3.15'\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump idna from 3.11 to 3.15 (#5)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-23T09:17:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "01844e6c3fee110b3d7b4e643e6edf7bb2140178",
          "body": "…y (v1.5.28)\n\nUnder mcp 1.10-1.13 (Goose and some sandboxes pin these), FastMCP's\nTool.from_function calls issubclass(param.annotation, Context) without\nresolving forward refs. With 'from __future__ import annotations' all\nparameter annotations are strings, so issubclass(str, Context) raises\n'TypeEr\n[…]\nnts.\n\nThis release strips the future import from mcp_server/server.py in all\n8 affected skills (Harden never had it). Verified all tools list OK\nunder mcp 1.10 and mcp 1.14.\n\nCLAUDE.md 踩坑 #33 updated.",
          "is_bot": false,
          "headline": "fix: remove from __future__ import annotations in mcp_server/server.p…",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-05-20T09:54:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "53a9d485fcee96575f6eae8f8e66475d09857eff",
          "body": null,
          "is_bot": false,
          "headline": "chore: ignore .pytest_cache/",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-05-20T07:03:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3b874b0f366601ea962b0473b33c4905dda83e3f",
          "body": "v1.5.26 fixed the PEP 604 root cause but kept requires-python = \">=3.11\",\nwhich blocked pip download / install on Python 3.10. The Optional[X] fix is\nwhat actually enables 3.10 compatibility; this release just stops blocking\n3.10 installs.\n\n- pyproject.toml: requires-python = \">=3.10\"\n  (VMware-VKS was >=3.12, now also >=3.10 for family alignment)\n- <pkg>/cli.py mcp_cmd(): version guard triggers on < (3, 10)",
          "is_bot": false,
          "headline": "fix: v1.5.27 — loosen Python requirement to >= 3.10",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-05-20T06:54:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a4c5e1504aad3d1330e10902f3a9394ac67a79e8",
          "body": "vmware-* MCP servers crashed at decorator time on Python 3.10 with\n\"subclass() arg 1 must be a class\". Triggered by a goose user (qwen3.6:27,\nPython 3.10) running vmware-aiops; the same bug existed in every family skill.\n\n- mcp_server/server.py: PEP 604 `X | None` → `Optional[X]` in tool signatures\n\n[…]\nguard against Python < 3.11 with a clear fix command.\n- pyproject.toml: mcp[cli]>=1.10,<2.0 (was >=1.0), so uv doesn't pick an\n  ancient mcp with the same issubclass bug.\n\nFamily-wide bump to v1.5.26.",
          "is_bot": false,
          "headline": "fix: v1.5.26 — MCP server Python 3.10 compatibility (踩坑 #33)",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-05-20T06:13:57Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d6ed9a38fa81f33abb96480a942c9b3e582155ea",
          "body": "No code change. Bumped together with VMware-AIops and VMware-VKS,\nwhich received the pyVmomi 8.x setattr fix (踩坑 #32).",
          "is_bot": false,
          "headline": "chore: v1.5.24 — family version alignment",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-05-19T12:22:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "39f6c73d1ceb8cd777b0b6f11430f71b346b8bc5",
          "body": "- README + references version-compat tables now include VCF 9.0 / 9.1\n- Added Official Broadcom References pointer (SDKs / xAPIs / Tools)\n- Per-skill specifics in RELEASE_NOTES.md\n\nFamily v1.5.23 alignment.",
          "is_bot": false,
          "headline": "docs: declare VCF 9.0 / 9.1 compatibility",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-05-19T02:54:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "86bf1ae37a69739d7ba307dd7bf50726bed2281b",
          "body": null,
          "is_bot": false,
          "headline": "release: v1.5.22 — family alignment",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-05-08T23:23:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6fc20fbc15d5e465a3776ff8871a1a68cd3136cc",
          "body": null,
          "is_bot": false,
          "headline": "release: v1.5.21 — family alignment + python-multipart 0.0.27",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-05-08T23:07:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "33bd1b765a09fc7b22ef6ba80b21b662d374b9e0",
          "body": "Bumps [python-multipart](https://github.com/Kludex/python-multipart) from 0.0.26 to 0.0.27.\n- [Release notes](https://github.com/Kludex/python-multipart/releases)\n- [Changelog](https://github.com/Kludex/python-multipart/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/Kludex/python-multipart/c\n[…]\nrt\n  dependency-version: 0.0.27\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump python-multipart from 0.0.26 to 0.0.27 (#4)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-08T22:51:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0fc3dd6176d39e173c7b05336ae539e8a2548253",
          "body": null,
          "is_bot": false,
          "headline": "release: v1.5.20 — family alignment (no source changes)",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-05-08T22:29:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4cef47c05fb2e0f4e128e7dca7bde3ba497a4155",
          "body": null,
          "is_bot": false,
          "headline": "chore: family alignment v1.5.19 + py3.11",
          "author_name": "Wei Zhou",
          "author_login": null,
          "committed_at": "2026-05-06T04:00:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4cafd6ba5fcd9996a4c994f45cee2d900c8ea857",
          "body": null,
          "is_bot": false,
          "headline": "docs: add vmware-harden to skill routing table",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-05-04T20:12:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0f97ad4f16ab7fbd8431676b4544496006fa7e49",
          "body": "- Migrated dev deps to [dependency-groups] (PEP 735) for uniform\n  `uv sync --group dev` across the family.\n- Added tests/eval/regression/test_release_blockers.py — 5 evals that\n  catch the v1.5.x release blockers (missing mcp_server in wheel,\n  unimported runtime names, Typer app load failure, module imports).\n- Family version bump.",
          "is_bot": false,
          "headline": "release: v1.5.18 — family alignment + tooling normalization",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-05-02T12:07:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "33a2254705262c86f6369c77aae28c3e9cf3f157",
          "body": "No source changes in this skill. Tracks vmware-pilot v1.5.17 (review_workflow,\ninvestigate_alert, parallel_group) and vmware-policy v1.5.17 (L5 pattern\nmatcher integrated into @vmware_tool). Family version aligned across all\n10 repos.",
          "is_bot": false,
          "headline": "release: v1.5.17 — Family alignment",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-05-01T11:45:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f51a39525b009acf78712949923cfb3d7bcb3261",
          "body": "Adapted from the Linkloud × addxai EHE framework articles. Adds 5-level\nautomation taxonomy (L1-L5) to capabilities.md across the family, encodes\nexpert judgment into Common Workflows pre-flight sections, and introduces\nthe causal-chain investigation protocol shared by aria/monitor/aiops.\nPilot architecture verified as v2-aligned; policy gains L5 PoC scaffolding.\n\nFamily version aligned: all 10 repos now at v1.5.16.",
          "is_bot": false,
          "headline": "release: v1.5.16 — Enterprise Harness Engineering alignment",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-05-01T03:28:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1dc9daa596ab5c95a6104ee289a5b5c6f5521bcd",
          "body": "- New top-level CLI subcommand `<skill> mcp` starts the MCP server.\n  Single command after `uv tool install` — no more uvx, no PyPI re-resolve,\n  works behind corporate TLS proxies.\n- Default verify_ssl: true on new targets (was false). Self-signed cert\n  environments must opt in explicitly with verify_ssl: false in config.yaml.\n- Docs and examples/mcp-configs/* switched to single-command form.\n- Legacy <skill>-mcp console script kept for backward compatibility.",
          "is_bot": false,
          "headline": "feat: v1.5.15 — single-command MCP entry point + verify_ssl default true",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-04-29T18:27:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b9afcf824942f951c7da82f7923729a9497add3a",
          "body": null,
          "is_bot": false,
          "headline": "fix: v1.5.14 — code review follow-up fixes (@yjs-2026)",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-04-21T12:07:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b7948f77166fdc7d988ed9b0b0aa04166b122401",
          "body": null,
          "is_bot": false,
          "headline": "fix: v1.5.13 — code review bug fixes (2026-04-20 review)",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-04-21T06:21:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d90eb40f81319bb0416a30e4d3f3880a40f44e6b",
          "body": "…2026)",
          "is_bot": false,
          "headline": "chore: bump to v1.5.12 — align with family (security fixes from @yjs-…",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-04-17T10:02:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3387f0ebdac220e16c02da82c5fc0bf8557dcac1",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump to v1.5.11 - align with family",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-04-16T23:40:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "555681a5cc1f4a42b60252a46cb2ea999c66fd44",
          "body": null,
          "is_bot": false,
          "headline": "fix: bump to v1.5.10 — python-multipart CVE + family alignment",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-04-16T02:59:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1507f6f49c76a1498d3e34533b8d793706527b9d",
          "body": "chore(deps): bump python-multipart from 0.0.22 to 0.0.26",
          "is_bot": false,
          "headline": "Merge pull request #3 from zw008/dependabot/uv/python-multipart-0.0.26",
          "author_name": "wei zhou",
          "author_login": "zw008",
          "committed_at": "2026-04-16T02:55:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3e43df4abcc7412cbefa5c84e54e2a59130c69c5",
          "body": "Bumps [python-multipart](https://github.com/Kludex/python-multipart) from 0.0.22 to 0.0.26.\n- [Release notes](https://github.com/Kludex/python-multipart/releases)\n- [Changelog](https://github.com/Kludex/python-multipart/blob/master/CHANGELOG.md)\n- [Commits](https://github.com/Kludex/python-multipart\n[…]\nompare/0.0.22...0.0.26)\n\n---\nupdated-dependencies:\n- dependency-name: python-multipart\n  dependency-version: 0.0.26\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump python-multipart from 0.0.22 to 0.0.26",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-15T21:24:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "2cfd5c0f9f6444a2421b52bd07d791191fd16121",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump to v1.5.8 - align with family",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-04-15T01:47:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5233448c0860f7e93f11c66a0215d9dc37abac82",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump to v1.5.7 - align with family",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-04-15T01:21:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ff0fe53dea47f44b0f025eba1a3f06b7228363a8",
          "body": null,
          "is_bot": false,
          "headline": "fix: v1.5.6 CRITICAL mcp_server missing from wheel",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-04-14T23:50:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d7f1f69c40cd1b6ea310b31ea194abd575c57bde",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump to v1.5.5 - align with family",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-04-14T23:40:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ff5894eb9d97e556b1eb30441c5a837373fd290a",
          "body": "- Security: pytest 9.0.2→9.0.3 (CVE-2025-71176, insecure tmpdir)\n- Align with VMware skill family v1.5.4",
          "is_bot": false,
          "headline": "fix: bump to v1.5.4 — pytest CVE-2025-71176",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-04-14T08:37:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e954bb9d4ef062c3a4e63dfed9e4ad43667563ed",
          "body": "chore(deps): bump pytest from 9.0.2 to 9.0.3",
          "is_bot": false,
          "headline": "Merge pull request #2 from zw008/dependabot/uv/pytest-9.0.3",
          "author_name": "wei zhou",
          "author_login": "zw008",
          "committed_at": "2026-04-14T08:34:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "26a5e92d76ce6fb7b62a73fc4ed72f56ef0ce7cb",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump version to 1.5.3 for PyPI release",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-04-14T05:08:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3d8d02e87f6e5510f22c6419b6fef5d8e317f145",
          "body": "Bumps [pytest](https://github.com/pytest-dev/pytest) from 9.0.2 to 9.0.3.\n- [Release notes](https://github.com/pytest-dev/pytest/releases)\n- [Changelog](https://github.com/pytest-dev/pytest/blob/main/CHANGELOG.rst)\n- [Commits](https://github.com/pytest-dev/pytest/compare/9.0.2...9.0.3)\n\n---\nupdated-dependencies:\n- dependency-name: pytest\n  dependency-version: 9.0.3\n  dependency-type: direct:production\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump pytest from 9.0.2 to 9.0.3",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-14T02:43:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c41b6f4209f7d8812fe93225da9761d75367ad1b",
          "body": "…actices\n\n- Added annotations to all 11 @mcp.tool() decorators\n- Wrapped all 11 tool functions in try/except with actionable error messages",
          "is_bot": false,
          "headline": "feat: add MCP tool annotations + error handling per Anthropic best pr…",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-04-14T01:03:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "20bf3c12412eb4ae3664a48326d03ad0c825fbd0",
          "body": null,
          "is_bot": false,
          "headline": "fix: add SECURITY.md for security scan compliance",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-04-14T00:44:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "51c14ab90c24063db38f28fbade1077770b72efa",
          "body": "Resolves ClawHub OpenClaw flags (under-declared env vars, webhook concern). Added\nbrand disclaimer, expanded compatibility field to document per-target password pattern\nand confirm no webhooks or outbound network calls.",
          "is_bot": false,
          "headline": "fix: add disclaimer + clarify credential pattern and no-webhook scope",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-04-13T00:09:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cf4a5d6542300467c27bb82f5a09a1c82726c658",
          "body": "Unified version bump to 1.5.0 across __init__.py, pyproject.toml,\nserver.json, and RELEASE_NOTES.md.",
          "is_bot": false,
          "headline": "chore: release v1.5.0 — Anthropic best practices + Broadcom attestation",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-04-12T04:52:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9e7513af11dd74e3100ceb1188b8939e76850495",
          "body": "- SKILL.md: add R/W count in header, negative routing,\n  failure branches in workflows\n- MCP server: add [READ]/[WRITE] to all 11 tool docstrings\n- README/pyproject: add Broadcom author attestation",
          "is_bot": false,
          "headline": "chore: Anthropic best practices + author attestation",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-04-12T04:44:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2bf468516afcf66d4fffc1a9f1d013ff4bf44ba4",
          "body": null,
          "is_bot": false,
          "headline": "chore: release v1.4.9 — routing fixes and vmware-policy clarity",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-04-11T13:17:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3871e7e889f01fcbdc3d8376d2d0c49c409d36ca",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump version to 1.4.8 — security dependency updates",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-04-09T09:22:45Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "162f41548d35b8fbfdd1188124df7713fc607210",
          "body": "chore(deps): bump cryptography from 46.0.6 to 46.0.7",
          "is_bot": false,
          "headline": "Merge pull request #1 from zw008/dependabot/uv/cryptography-46.0.7",
          "author_name": "wei zhou",
          "author_login": "zw008",
          "committed_at": "2026-04-09T06:14:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4759b0ef360fd1339ea8039aaa68ad7ee1f33886",
          "body": "Bumps [cryptography](https://github.com/pyca/cryptography) from 46.0.6 to 46.0.7.\n- [Changelog](https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst)\n- [Commits](https://github.com/pyca/cryptography/compare/46.0.6...46.0.7)\n\n---\nupdated-dependencies:\n- dependency-name: cryptography\n  dependency-version: 46.0.7\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "chore(deps): bump cryptography from 46.0.6 to 46.0.7",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-04-08T22:59:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5df33984c1859f78855db689d899b938ccec5d2b",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump version to v1.4.7",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-04-07T23:15:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "629723fd958be07a4cd8fe005e5fa0419bb601dc",
          "body": "- Add optional.bins vmware-policy, optional.env VMWARE_TARGET_PASSWORD\n- Fix SKILL.md Safety section: audit path -> ~/.vmware/audit.db\n- Fix references/setup-guide.md: audit path -> ~/.vmware/audit.db (2 places)",
          "is_bot": false,
          "headline": "fix: align metadata and docs for ClawHub clean scan",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-04-07T23:13:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6a6e010cb8548b32380188ff5103df9a2b393124",
          "body": "- Replace shell exec examples with safe placeholders in SKILL.md\n- Replace hardcoded private IPs with placeholder syntax\n- Replace echo password patterns with comment format\n- Passes ClawHub nonSuspicious scanner",
          "is_bot": false,
          "headline": "fix: remove suspicious content from SKILL.md, bump to v1.4.6",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-04-06T01:57:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "04d3739d69f25a2def74d450c642dc8751076116",
          "body": "- Security: pygments 2.19.2 → 2.20.0 (fix ReDoS CVE)\n- Infrastructure: uv.lock for reproducible builds",
          "is_bot": false,
          "headline": "chore: bump version to v1.4.5",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-04-03T13:28:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4b2b8464a44518f621236489d670945cdddbb481",
          "body": null,
          "is_bot": false,
          "headline": "chore: add uv.lock for reproducible builds and security tracking",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-04-03T11:32:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4b103ee9dda8286e19e1785809e2dbf13482ddd5",
          "body": "…ze, safety tests",
          "is_bot": false,
          "headline": "chore: bump version to v1.4.4 — vmware-avi family integration, saniti…",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-04-01T15:45:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f420d29f3d1f2b0669de4e3abf06c251c7619612",
          "body": "- SKILL.md: add Usage Mode, vmware-avi to routing table and companion links\n- references: add capabilities.md (11 tools detailed)\n- ops: add sanitize() on API text (inventory, iscsi_config, vsan)\n- tests: add test_no_destructive_ops.py",
          "is_bot": false,
          "headline": "feat: add vmware-avi routing, sanitize(), capabilities.md, safety tests",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-04-01T15:41:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1b1ac4aaeae63f6db98d3c0cbdd805e0ea3ff79e",
          "body": "…larations, pilot references/scripts",
          "is_bot": false,
          "headline": "v1.4.3: skill-creator standard — pushy descriptions, evals, audit dec…",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-03-30T11:47:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "87c22ba8e1c9fe2993dbbb207827d8d539e212ae",
          "body": null,
          "is_bot": false,
          "headline": "v1.4.1: pilot 11 workflow templates + PPT Quick Start page",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-03-29T08:21:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fa5cf5baaa4ffa10c5abd851bb8960a59ac5e6f3",
          "body": "…w orchestration",
          "is_bot": false,
          "headline": "v1.4.0: unified audit/policy via vmware-policy + vmware-pilot workflo…",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-03-29T07:41:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9a39dd0507460c22edb5f0fd420be4f67ed1a44f",
          "body": "- Update SKILL.md documentation\n- vmware-monitor: add suggested_actions field description for alarm/event outputs\n- vmware-aria: update to 27 tools (add alert definitions + reports), add metric thresholds and workflows\n- docs: add cloud-ops-insights.md with operational best practices",
          "is_bot": false,
          "headline": "chore: bump version to v1.3.5",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-03-28T02:22:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ece33fa7b9e0a334e89745ff37eb2f598f1b1611",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump version to v1.3.4 (family sync)",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-03-28T01:38:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fd557c885f2906836c3a117fbc53b5270e282805",
          "body": null,
          "is_bot": false,
          "headline": "chore: bump version to v1.3.3 (family sync)",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-03-28T00:28:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "111b71e82c20c9f94ea8936746f24ca6b5d25a2e",
          "body": "… (v1.3.2)",
          "is_bot": false,
          "headline": "feat: add allowed-tools and argument-hint per official skill standard…",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-03-27T11:59:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5ff1e15a9de282799fce2f91322fd73a3d007155",
          "body": "…ompanion tables",
          "is_bot": false,
          "headline": "docs: v1.3.1 — complete family (7 skills), hub entry point, updated c…",
          "author_name": "wz",
          "author_login": null,
          "committed_at": "2026-03-27T11:25:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 64,
      "commits_last_year": 115,
      "latest_release_at": "2026-07-21T15:42:45Z",
      "latest_release_tag": "v1.8.8",
      "releases_from_tags": false,
      "days_since_last_push": 1,
      "active_weeks_last_year": 17,
      "days_since_latest_release": 1,
      "mean_days_between_releases": 0.9
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": false,
      "health_percentage": 57,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "vmware-storage",
          "exists": true,
          "license": "MIT",
          "keywords": [],
          "ecosystem": "pypi",
          "matches_repo": null,
          "registry_url": "https://pypi.org/project/vmware-storage/",
          "is_deprecated": false,
          "latest_version": "1.8.8",
          "repository_url": null,
          "versions_count": 66,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 2610,
          "first_published_at": "2026-03-22T01:39:56.270621Z",
          "latest_published_at": "2026-07-21T15:42:49.339515Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 1
        }
      ]
    },
    "popularity": {
      "forks": 0,
      "stars": 1,
      "watchers": 0,
      "fork_history": {
        "days": [],
        "complete": true,
        "collected": 0,
        "total_forks": 0
      },
      "star_history": null,
      "open_issues_and_prs": 0
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [
        "examples"
      ],
      "has_llms_txt": false,
      "has_dockerfile": true,
      "has_mcp_signal": true,
      "bootstrap_files": [],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [],
      "largest_source_bytes": 45608,
      "source_files_sampled": 44,
      "oversized_source_files": 0,
      "agent_instruction_files": [],
      "agent_instruction_max_bytes": null
    },
    "dependencies": {
      "manifests": [
        "pyproject.toml"
      ],
      "advisories": {
        "error": null,
        "scope": "repository_graph",
        "source": "osv",
        "findings": [
          {
            "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": 83
          }
        ],
        "collected": true,
        "malicious": [],
        "truncated": false,
        "by_severity": {
          "high": 1
        },
        "advisory_count": 1,
        "affected_count": 1,
        "assessed_count": 52,
        "malicious_count": 0,
        "assessed_package": null,
        "unassessed_count": 0,
        "direct_affected_count": 0
      },
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [
        {
          "name": "pyvmomi",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=8.0.3.0,<10.0"
        },
        {
          "name": "pyaml",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=24.0,<27.0"
        },
        {
          "name": "typer",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=0.12,<1.0"
        },
        {
          "name": "rich",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=13.0,<15.0"
        },
        {
          "name": "python-dotenv",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.0,<2.0"
        },
        {
          "name": "mcp",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.10,<2.0"
        },
        {
          "name": "vmware-policy",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.8.8,<2.0"
        }
      ],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "mcp",
            "direct": true,
            "version": "1.28.1",
            "ecosystem": "pypi"
          },
          {
            "name": "pyaml",
            "direct": true,
            "version": "26.2.1",
            "ecosystem": "pypi"
          },
          {
            "name": "python-dotenv",
            "direct": true,
            "version": "1.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pyvmomi",
            "direct": true,
            "version": "9.0.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "rich",
            "direct": true,
            "version": "14.3.3",
            "ecosystem": "pypi"
          },
          {
            "name": "typer",
            "direct": true,
            "version": "0.24.1",
            "ecosystem": "pypi"
          },
          {
            "name": "vmware-policy",
            "direct": true,
            "version": "1.8.8",
            "ecosystem": "pypi"
          },
          {
            "name": "annotated-doc",
            "direct": false,
            "version": "0.0.4",
            "ecosystem": "pypi"
          },
          {
            "name": "annotated-types",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "anyio",
            "direct": false,
            "version": "4.13.0",
            "ecosystem": "pypi"
          },
          {
            "name": "attrs",
            "direct": false,
            "version": "26.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "certifi",
            "direct": false,
            "version": "2026.2.25",
            "ecosystem": "pypi"
          },
          {
            "name": "cffi",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "click",
            "direct": false,
            "version": "8.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "colorama",
            "direct": false,
            "version": "0.4.6",
            "ecosystem": "pypi"
          },
          {
            "name": "coverage",
            "direct": false,
            "version": "7.13.5",
            "ecosystem": "pypi"
          },
          {
            "name": "cryptography",
            "direct": false,
            "version": "49.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "exceptiongroup",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "h11",
            "direct": false,
            "version": "0.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "httpcore",
            "direct": false,
            "version": "1.0.9",
            "ecosystem": "pypi"
          },
          {
            "name": "httpx",
            "direct": false,
            "version": "0.28.1",
            "ecosystem": "pypi"
          },
          {
            "name": "httpx-sse",
            "direct": false,
            "version": "0.4.3",
            "ecosystem": "pypi"
          },
          {
            "name": "idna",
            "direct": false,
            "version": "3.15",
            "ecosystem": "pypi"
          },
          {
            "name": "iniconfig",
            "direct": false,
            "version": "2.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonschema",
            "direct": false,
            "version": "4.26.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonschema-specifications",
            "direct": false,
            "version": "2025.9.1",
            "ecosystem": "pypi"
          },
          {
            "name": "markdown-it-py",
            "direct": false,
            "version": "4.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mdurl",
            "direct": false,
            "version": "0.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "packaging",
            "direct": false,
            "version": "26.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pluggy",
            "direct": false,
            "version": "1.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pycparser",
            "direct": false,
            "version": "3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": false,
            "version": "2.12.5",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-core",
            "direct": false,
            "version": "2.41.5",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-settings",
            "direct": false,
            "version": "2.14.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pygments",
            "direct": false,
            "version": "2.20.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyjwt",
            "direct": false,
            "version": "2.13.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest",
            "direct": false,
            "version": "9.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest-cov",
            "direct": false,
            "version": "7.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "python-multipart",
            "direct": false,
            "version": "0.0.32",
            "ecosystem": "pypi"
          },
          {
            "name": "pywin32",
            "direct": false,
            "version": "311",
            "ecosystem": "pypi"
          },
          {
            "name": "pyyaml",
            "direct": false,
            "version": "6.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "referencing",
            "direct": false,
            "version": "0.37.0",
            "ecosystem": "pypi"
          },
          {
            "name": "rpds-py",
            "direct": false,
            "version": "0.30.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ruff",
            "direct": false,
            "version": "0.15.9",
            "ecosystem": "pypi"
          },
          {
            "name": "shellingham",
            "direct": false,
            "version": "1.5.4",
            "ecosystem": "pypi"
          },
          {
            "name": "sse-starlette",
            "direct": false,
            "version": "3.3.4",
            "ecosystem": "pypi"
          },
          {
            "name": "starlette",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "tomli",
            "direct": false,
            "version": "2.4.1",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-extensions",
            "direct": false,
            "version": "4.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-inspection",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "uvicorn",
            "direct": false,
            "version": "0.42.0",
            "ecosystem": "pypi"
          },
          {
            "name": "vmware-storage",
            "direct": false,
            "version": "1.8.8",
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 52,
        "direct_count": 7,
        "indirect_count": 45
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 0,
        "merged_prs": 6,
        "open_issues": 0,
        "closed_ratio": 1,
        "closed_issues": 4,
        "closed_unmerged_prs": 6
      },
      "bus_factor": 1,
      "bot_contributors": 1,
      "top_contributors": [
        {
          "type": "User",
          "login": "zw008",
          "commits": 18,
          "avatar_url": "https://avatars.githubusercontent.com/u/10613299?v=4"
        }
      ],
      "contributors_sampled": 1,
      "top_contributor_share": 1
    },
    "quality_signals": {
      "has_ci": false,
      "has_tests": true,
      "ci_workflows": [],
      "has_docs_dir": false,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [
        "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": null,
            "reason": "no workflows found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "30 commit(s) and 4 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": 10,
            "reason": "security policy file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": null,
            "reason": "No tokens found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 9,
            "reason": "1 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "b87d382245bd96c3335fd0591e3f95ba13aeb4ee",
        "ran_at": "2026-07-22T18:46:46Z",
        "aggregate_score": 5.9,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": true,
      "has_dependabot_config": false
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-21T15:43:31Z",
      "oldest_open_prs": [],
      "last_merged_pr_at": "2026-06-07T07:23:46Z",
      "ci_last_conclusion": "SUCCESS",
      "oldest_open_issues": []
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/zw008/VMware-Storage",
    "host": "github.com",
    "name": "VMware-Storage",
    "owner": "zw008"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "moderate",
      "name": "Overall health",
      "note": null,
      "notes": [],
      "value": 57,
      "inputs": {
        "security": 67,
        "vitality": 86,
        "community": 32,
        "governance": 55,
        "engineering": 42
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "excellent",
        "name": "Vitality",
        "value": 86,
        "weight": 0.22,
        "metrics": [
          {
            "key": "development_activity",
            "band": "good",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 76,
            "inputs": {
              "commits_last_year": 115,
              "human_commit_share": 0.94,
              "days_since_last_push": 1,
              "active_weeks_last_year": 17
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 1 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 1
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "17/52 weeks with commits",
                "points": 11.8,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 17
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "115 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 115
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "30 commit(s) and 4 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": 64,
              "latest_release_tag": "v1.8.8",
              "releases_from_tags": false,
              "days_since_latest_release": 1,
              "mean_days_between_releases": 0.9
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "64 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 64
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 1 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 1
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~0.9 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 0.9
                    }
                  }
                ],
                "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": "unverified",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": "repository_too_young",
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": null,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "maintenance record not established from the collected data",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_unverified",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "at_risk",
        "name": "Community & Adoption",
        "value": 32,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "critical",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 1,
            "inputs": {
              "forks": 0,
              "stars": 1,
              "watchers": 0,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "1 stars",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "0 forks",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "0 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 0
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "moderate",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 50,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "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": "recognized license (MIT)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "MIT"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 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
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "moderate",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 57,
            "inputs": {
              "packages": [
                "vmware-storage"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 2610
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "2,610 downloads/month across pypi",
                "points": 45.6,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 2610,
                      "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": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 55,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "critical",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 16,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 1,
              "top_contributor_share": 1
            },
            "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 100% of commits",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 100
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "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": "moderate",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 66,
            "inputs": {
              "merged_prs": 6,
              "open_issues": 0,
              "closed_issues": 4,
              "issue_closed_ratio": 1,
              "closed_unmerged_prs": 6
            },
            "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": "6/12 decided PRs merged",
                "points": 19.1,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 6,
                      "decided": 12
                    }
                  }
                ],
                "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": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 53,
            "inputs": {
              "followers": 18,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "zw008",
              "public_repos": 32,
              "account_age_days": 4201
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "18 followers of zw008",
                "points": 9.2,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 18,
                      "login": "zw008"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "32 public repos, account ~11 yr old",
                "points": 23.1,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 32
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 11
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "vmware-storage"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 1
            },
            "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 1 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 1
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "66 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 66
                    }
                  }
                ],
                "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": "at_risk",
        "name": "Engineering Quality",
        "value": 42,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "at_risk",
            "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": 30,
            "inputs": {
              "has_ci": false,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 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": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "topics": [
                "agent-skills",
                "ai-skill",
                "claude-code",
                "codex",
                "gemini-cli",
                "iscsi",
                "mcp",
                "nfs",
                "storage",
                "vmware",
                "vsan",
                "vsphere"
              ],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "12 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 12
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 67,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, CI-Tests, Dangerous-Workflow, Packaging, Signed-Releases, Token-Permissions. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "ci_tests",
                    "dangerous_workflow",
                    "packaging",
                    "signed_releases",
                    "token_permissions"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 59,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 12,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 6,
              "scorecard_aggregate": 5.9
            },
            "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 workflows found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 4 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 detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "No tokens found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "1 existing vulnerabilities detected",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 52 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",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 52
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 1,
              "affected_packages": 1,
              "assessed_packages": 52,
              "unassessed_packages": 0,
              "affected_by_severity": "high 1",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "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": 52,
              "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": 2
            },
            "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": 48,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.968,
              "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": "91 of 94 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 91,
                      "sampled": 94
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 46,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.03,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.06
            },
            "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "3 of the last 100 commits agent-authored or agent-credited",
                "points": 6,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 3,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "6 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 6,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 45608,
              "source_files_sampled": 44,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/44 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 44,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "moderate",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": true,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "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:vmware-storage@1.8.8; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-22T18:46:50.776838Z",
  "schema_version": "0.26.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/z/zw008/VMware-Storage.svg",
  "full_name": "zw008/VMware-Storage",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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

Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.26.0 — vollständige Methodik · Metriken-Wiki.

Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte StatistikenPyPI.