VMware vCenter/ESXi AI-powered monitoring and operations. Two skills: vmware-monitor (read-only, safe) and vmware-aiops (full operations) | Claude Code Skill
zw008/VMware-AIops erreicht einen Gesundheitsindex von 62 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Vitality (87/100) ab, am schwächsten bei Community & Adoption (47/100). Zuletzt heute aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.
62
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.
62
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)
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.
Dieses Repository gehört einem persönlichen Konto. Ein Projekt mit nur einem Eigentümer trägt ein höheres Kontinuitätsrisiko als ein organisationsgetragenes.
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.
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.
Direkte Abhängigkeiten ohne bekannte Advisories — keine direkte Abhängigkeit trägt ein bekanntes Advisory
0/25
Indirekte Abhängigkeiten ohne bekannte Advisories — transitive Menge in diesem Bereich nicht von Entwicklungs- und Test-Abhängigkeiten trennbar
0/40
Keine offenen Advisories — kein Advisory trägt ein Veröffentlichungsdatum
Verwendete Eingangsdaten
source
osv
advisories
1
affected_packages
1
assessed_packages
54
unassessed_packages
0
affected_by_severity
high 1
direct_affected_packages
0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Indirekte Abhängigkeiten ohne bekannte Advisories, Keine offenen Advisories. Die verbleibenden Gewichte wurden renormalisiert. 54 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.
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.
Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
deps.dev does not index pypi:vmware-aiops@1.8.8; advisories assessed against the repository dependency graph instead
Weitere Details
Stern- und Fork-Verlauf 0 ★ / 9 ⇿
0Sterne
9Forks
47Releases
Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.
Major 1Minor 7Patch 39
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 18:47 UTC
Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 9 direkte und 45 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.
Registry
Paket
Version
Beziehung
PyPI
apscheduler
3.11.2
direkt
PyPI
httpx
0.28.1
direkt
PyPI
mcp
1.28.1
direkt
PyPI
pyaml
26.2.1
direkt
PyPI
python-dotenv
1.2.2
direkt
PyPI
pyvmomi
9.0.0.0
direkt
PyPI
rich
14.3.3
direkt
PyPI
typer
0.24.1
direkt
PyPI
vmware-policy
1.8.8
direkt
PyPI
annotated-doc
0.0.4
indirekt
PyPI
annotated-types
0.7.0
indirekt
PyPI
anyio
4.13.0
indirekt
PyPI
attrs
26.1.0
indirekt
PyPI
certifi
2026.2.25
indirekt
PyPI
cffi
2.0.0
indirekt
PyPI
click
8.3.1
indirekt
PyPI
colorama
0.4.6
indirekt
PyPI
coverage
7.13.5
indirekt
PyPI
cryptography
49.0.0
indirekt
PyPI
exceptiongroup
1.3.1
indirekt
PyPI
h11
0.16.0
indirekt
PyPI
httpcore
1.0.9
indirekt
PyPI
httpx-sse
0.4.3
indirekt
PyPI
idna
3.15
indirekt
PyPI
iniconfig
2.3.0
indirekt
PyPI
jsonschema
4.26.0
indirekt
PyPI
jsonschema-specifications
2025.9.1
indirekt
PyPI
markdown-it-py
4.0.0
indirekt
PyPI
mdurl
0.1.2
indirekt
PyPI
packaging
26.0
indirekt
PyPI
pluggy
1.6.0
indirekt
PyPI
pycparser
3.0
indirekt
PyPI
pydantic
2.12.5
indirekt
PyPI
pydantic-core
2.41.5
indirekt
PyPI
pydantic-settings
2.14.2
indirekt
PyPI
pygments
2.20.0
indirekt
PyPI
pyjwt
2.13.0
indirekt
PyPI
pytest
9.0.3
indirekt
PyPI
pytest-cov
7.1.0
indirekt
PyPI
python-multipart
0.0.32
indirekt
PyPI
pywin32
311
indirekt
PyPI
pyyaml
6.0.3
indirekt
PyPI
referencing
0.37.0
indirekt
PyPI
rpds-py
0.30.0
indirekt
PyPI
ruff
0.15.8
indirekt
PyPI
shellingham
1.5.4
indirekt
PyPI
sse-starlette
3.3.3
indirekt
PyPI
starlette
1.3.1
indirekt
PyPI
tomli
2.4.1
indirekt
PyPI
typing-extensions
4.15.0
indirekt
PyPI
typing-inspection
0.4.2
indirekt
PyPI
tzdata
2025.3
indirekt
PyPI
tzlocal
5.3.1
indirekt
PyPI
uvicorn
0.42.0
indirekt
Abhängigkeits-Advisories 1
Dieses Repository veröffentlicht kein vom Index auflösbares Paket, daher wurde sein eigener Abhängigkeitsgraph bewertet – 54 Pakete, darunter auch Entwicklungs- und Test-Pins, die nie ausgeliefert werden: 1 tragen bekannte Advisories, davon 0 direkte.
Paket
Version
Beziehung
Schweregrad
Advisories
Behoben in
click
8.3.1
indirekt
hoch
1
8.3.3
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
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"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": "2026-07-20T12:26:26Z",
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{
"oid": "33889a76575cbbb9978dd05d8f512cb82a11f7ee",
"body": null,
"is_bot": false,
"headline": "chore: lock vmware-policy 1.8.4",
"author_name": "wei",
"author_login": "zw008",
"committed_at": "2026-07-20T08:24:22Z",
"body_truncated": false,
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},
{
"oid": "5ad450b443ce07c615b5af921be36dfd8405a226",
"body": null,
"is_bot": false,
"headline": "chore: release v1.8.4",
"author_name": "wei",
"author_login": "zw008",
"committed_at": "2026-07-20T08:20:07Z",
"body_truncated": false,
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},
{
"oid": "1391c4c1a65918618867a3156a52450e83c1df2e",
"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": "2026-07-20T08:17:52Z",
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"oid": "00c84c04f4638905a7454617e4c01c54a067ddd8",
"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": "2026-07-20T07:40:58Z",
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"oid": "568f6320668658afb3b7bf3f3facb7bc2c547e19",
"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",
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"oid": "c13dfd809b88b294b9d0f7e8cddc0f75dc8ff4d0",
"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",
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"oid": "e6143f4703cf5c2531ec6861281c31a03148f905",
"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",
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"oid": "4d23fce4f73409855367c2132fc158bb726da0eb",
"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": "2026-07-20T03:38:23Z",
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"oid": "b36c4fa9bc3b6a82928f1832a03542e1ef70d567",
"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": "2026-07-19T17:58:11Z",
"body_truncated": true,
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"oid": "71be48f012c5b73d54b89bac95635e17ed24c419",
"body": "The directory it hid is gone. Keeping the ignore is worse than removing it:\nCLAUDE.md lists .agents/-style legacy skill copies among the directories that\nmust not exist, and an ignore rule for a forbidden directory means one can sit\nin the tree without ever showing up in git status. AIops's copy diverged 314\nlines over three months that way before anyone noticed.",
"is_bot": false,
"headline": "chore: drop the .gitignore entry for .agents/",
"author_name": "zw008",
"author_login": "zw008",
"committed_at": "2026-07-19T11:53:37Z",
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"oid": "f268721e70da971620b6833fb4d94d36cb7e95ba",
"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": "zw008",
"author_login": "zw008",
"committed_at": "2026-07-19T11:20:39Z",
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"oid": "30ee4e17e1ef681691d547ea544aa979ba85f858",
"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[…]\n;\n capabilities.md gained the six triage/investigation tools added in\n v1.7.5-1.7.6 and dropped five tool names that do not exist.\n- Removed the stale .agents/ duplicate (a 2026-04 v1.5.x snapshot).",
"is_bot": false,
"headline": "feat: read-only mode, list envelope, declared environments (v1.8.0)",
"author_name": "zw008",
"author_login": "zw008",
"committed_at": "2026-07-19T09:38:21Z",
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"oid": "cb6a74e8e3913ab2ac649ccb614e84f9793c7226",
"body": null,
"is_bot": false,
"headline": "chore: refresh uv.lock self-version for 1.7.7",
"author_name": "zw008",
"author_login": "zw008",
"committed_at": "2026-07-17T07:00:38Z",
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{
"oid": "040ab194b67c02f29e7edec498a2730bf51c0ac0",
"body": null,
"is_bot": false,
"headline": "chore: release v1.7.7 (session-probe fix + mcp 1.28.1)",
"author_name": "zw008",
"author_login": "zw008",
"committed_at": "2026-07-17T06:52:25Z",
"body_truncated": false,
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{
"oid": "50ec8a7a1ff4d05b8c761b8505295de583c5934a",
"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": "zw008",
"author_login": "zw008",
"committed_at": "2026-07-17T06:36:54Z",
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"oid": "70477981dd4623a487924ec3280c6b01611f2123",
"body": "…eError)\n\nvmodl.fault.NotAuthenticated does not exist in pyVmomi (the real class is\nvim.fault.NotAuthenticated); except-tuples evaluate at catch time, so the\nprobe handler raised AttributeError and dead cached sessions were never\nevicted — every later call permafailed until process restart. Also tre\n[…]\n currentSession (expired-token shape) as dead, and pop the id(si) side\nstore on eviction (id-reuse hazard, mirrors VKS). Reported via external\nfork PR #32; regression tests pin all three probe shapes.",
"is_bot": false,
"headline": "fix: session probe never evicted dead sessions (except-tuple Attribut…",
"author_name": "zw008",
"author_login": "zw008",
"committed_at": "2026-07-17T06:36:54Z",
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"oid": "5aefa5d5566922bf5115048e13deb6709a98dc2a",
"body": "issue #31 follow-up — re-expose the object-investigation drill-downs and the\ncross-vCenter \"what needs attention now?\" view from the AIops entry point, so\ntriage -> investigate -> act stays in one conversation.\n\n- 4 delegated read tools: vm/host/datastore_investigation_bundle +\n cross_vcenter_atten\n[…]\nency floor bumped: vmware-monitor>=1.7.6 (bundle functions live there).\n- SKILL.md + README (EN/CN) feature the five quick investigation reports.\n Delegation regression tests for the new tools + CLI.",
"is_bot": false,
"headline": "feat: object investigation bundles + cross-vCenter attention (v1.7.6)",
"author_name": "zw008",
"author_login": "zw008",
"committed_at": "2026-07-14T08:51:51Z",
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{
"oid": "0217d724e67897b54b797df880c069169b5a77f2",
"body": "- New read-only MCP tool cluster_health_summary and 'vmware-aiops summary'\n CLI expose the family's one-glance cluster triage (ranked top-N issues +\n per-cluster status + offline HTML snapshot) from the AIops entry point.\n Both delegate to the vmware-monitor library with AIops's own connection;\n no logic duplicated. New dependency vmware-monitor>=1.7.5.\n- chore: drop leftover duplicate 'import json' in cli/mcp_config.py.",
"is_bot": false,
"headline": "feat: cluster_health_summary via vmware-monitor delegation (44→45 tools)",
"author_name": "zw008",
"author_login": "zw008",
"committed_at": "2026-07-13T07:11:50Z",
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},
{
"oid": "776e46930c41a333c95c06b867bea84624f150ed",
"body": null,
"is_bot": false,
"headline": "chore: bump to 1.7.4 (family version alignment)",
"author_name": "zw008",
"author_login": "zw008",
"committed_at": "2026-07-13T04:43:57Z",
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{
"oid": "9a55d6e4ba660524022b3106aa99e2a9685182e7",
"body": null,
"is_bot": false,
"headline": "chore: bump to 1.7.3 (family version alignment)",
"author_name": "zw008",
"author_login": "zw008",
"committed_at": "2026-07-03T00:45:41Z",
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{
"oid": "3587932e7ae7cf92ad7e4124ed0f9e870bfa65e7",
"body": "…low-up)",
"is_bot": false,
"headline": "perf: batch alarm & health reads via PropertyCollector (issue #31 fol…",
"author_name": "zw008",
"author_login": "zw008",
"committed_at": "2026-07-02T14:26:33Z",
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{
"oid": "6772c2210a5b8a0dd261874298174af2457745af",
"body": null,
"is_bot": false,
"headline": "chore: release v1.7.1 (large-inventory scale fix, issue #31)",
"author_name": "zw008",
"author_login": "zw008",
"committed_at": "2026-07-02T10:43:32Z",
"body_truncated": false,
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},
{
"oid": "d0bc8448db7ffc2b97bd8649c3f71d4801da8660",
"body": "Inventory list/find ops walked a container view and then read pyVmomi lazy\nproperties per object (vm.config.hardware.numCPU, vm.runtime.host.name,\nlen(host.vm) ...), each a separate SOAP round-trip. On large vCenters\n(thousands of VMs / hundreds of hosts) that meant tens of thousands of\nround-trips,\n[…]\nnow-orphan _get_objects. Add regression eval that fails if any code path falls\nback to lazy per-object attribute access.\n\n(uv.lock: benign vmware-monitor 1.6.1->1.7.0 version sync picked up by uv run)",
"is_bot": false,
"headline": "fix: batch inventory reads via PropertyCollector (issue #31)",
"author_name": "zw008",
"author_login": "zw008",
"committed_at": "2026-07-02T09:28:41Z",
"body_truncated": true,
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},
{
"oid": "fcdaa02d97c902594134b589fe5ec91f0bbc6c7e",
"body": null,
"is_bot": false,
"headline": "feat: add init wizard, fix doctor false-promise, teach auth/TLS errors",
"author_name": "zw008",
"author_login": "zw008",
"committed_at": "2026-06-27T00:55:54Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d78bdf56d1ea818b29cf32fd158d70e90f6a919c",
"body": "Resolves medium-severity symlink-escape advisory in\nNestedSecretsSettingsSource. Transitive pin via uv.lock; also realigns\nstale workspace pins (vmware-aiops/vmware-policy) to 1.6.1.",
"is_bot": false,
"headline": "fix(deps): bump pydantic-settings to 2.14.2 (GHSA-4xgf-cpjx-pc3j)",
"author_name": "zw008",
"author_login": "zw008",
"committed_at": "2026-06-26T01:11:53Z",
"body_truncated": false,
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},
{
"oid": "560ac9a41e4fca51844af5331d240206630ee3af",
"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": "zw008",
"author_login": "zw008",
"committed_at": "2026-06-23T23:54:27Z",
"body_truncated": false,
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},
{
"oid": "cd6314de543e97cb2628a82ca65e67245297f4c3",
"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": "zw008",
"author_login": "zw008",
"committed_at": "2026-06-23T23:38:32Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "151f73829fdbd1c8380d3407fcf77120e00f6262",
"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": "zw008",
"author_login": "zw008",
"committed_at": "2026-06-23T14:38:09Z",
"body_truncated": false,
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},
{
"oid": "adc3200ea24f4018bf7b7db25cc72b63b4c9783a",
"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": "zw008",
"author_login": "zw008",
"committed_at": "2026-06-22T09:14:43Z",
"body_truncated": false,
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{
"oid": "4c248b5a483516078eb84b80d1d6b33f5cf468e9",
"body": "….39)\n\nsnapshot-delete used the 300s metadata timeout while clone/migrate used 600s; old/large\ndelta consolidation always blew it and raised, so the agent thought the delete failed and\nimprovised foreground polling (the 26k-token/30-min incident). Now: 1800s default,\n_wait_for_task raises TaskStillR\n[…]\n(wait=True) returns a 'still running, NOT failed' message, and --no-wait /\nwait=False fire async and return a task id. New vm task-status CLI + vm_task_status MCP tool\n(43->44). Regression eval added.",
"is_bot": false,
"headline": "fix: async snapshot delete + honest timeout, add vm task-status (v1.5…",
"author_name": "zw008",
"author_login": "zw008",
"committed_at": "2026-06-22T00:34:42Z",
"body_truncated": true,
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},
{
"oid": "101493a2b8cbf29917a0d5e5ceefa6614d25df3f",
"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": "zw008",
"author_login": "zw008",
"committed_at": "2026-06-17T02:04:52Z",
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},
{
"oid": "df0cdbb7cfd6e89d70132d667b16691345be9efa",
"body": "…a_deploy under 800 lines (v1.5.38)",
"is_bot": false,
"headline": "feat: vm_create/vm_reconfigure MCP tools; refactor: split server + ov…",
"author_name": "zw008",
"author_login": "zw008",
"committed_at": "2026-06-12T06:30:31Z",
"body_truncated": false,
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{
"oid": "d107b3a45460953aa9176a492dde4703593cc13b",
"body": "…(v1.5.37)",
"is_bot": false,
"headline": "fix: OVA deploy robustness, multi-DC resolution, snapshot/TTL safety …",
"author_name": "zw008",
"author_login": "zw008",
"committed_at": "2026-06-12T01:49:00Z",
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},
{
"oid": "a6b65ba781367908701d45fdce5e47d81ff9d8a1",
"body": "…ation (v1.5.36)",
"is_bot": false,
"headline": "fix: teaching errors reach agents, TTL retry safety, CLI error transl…",
"author_name": "zw008",
"author_login": "zw008",
"committed_at": "2026-06-11T23:03:42Z",
"body_truncated": false,
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{
"oid": "f3271c623ff31239bc97359aa09a40c170d5d1c1",
"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": "zw008",
"author_login": "zw008",
"committed_at": "2026-06-10T00:16:33Z",
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{
"oid": "a3f7b36d7ed3e1bfa2bc247bc457186be12c7bd6",
"body": null,
"is_bot": false,
"headline": "chore: release v1.5.32",
"author_name": "zw008",
"author_login": "zw008",
"committed_at": "2026-06-08T02:29:26Z",
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"oid": "781d071a7bf20ca7026b2130b26eb02e7724f7ee",
"body": "- Folder.MoveIntoFolder_Task([host]) (MoveInto_Task doesn't exist on Folder —\n cluster remove-host crashed since release)\n- reset_alarm via ClearTriggeredAlarms+AlarmFilterSpec (SetAlarmStatus is\n PowerCLI folklore, never existed in pyVmomi); blast-radius documented;\n alarm_reset CLI gained _doub\n[…]\nused); sensor health from healthState.key; event-name casing\n- vim introspection conformance regression (121 chains + ~50 methods +\n forbidden-name source scan); safety test at CLI layer; docs synced",
"is_bot": false,
"headline": "fix: invented pyVmomi methods + alarm/sensor/datastore bugs",
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"body": "…p path (v1.5.30)",
"is_bot": false,
"headline": "docs: Glama TDQS tool description rewrite + bandit nosec for guest tm…",
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"oid": "2484f59535a24130a72875293bd91ec639bb4bc4",
"body": "chore: bump starlette from 1.0.0 to 1.0.1",
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"headline": "Merge pull request #17 from zw008/dependabot/uv/starlette-1.0.1",
"author_name": "wei zhou",
"author_login": "zw008",
"committed_at": "2026-06-07T07:23:25Z",
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"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: bump starlette from 1.0.0 to 1.0.1",
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"body": null,
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"headline": "release: v1.5.29 — doc sync for v1.5.26 tools (41 MCP tools, 8R/33W)",
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"author_login": "zw008",
"committed_at": "2026-05-29T02:12:23Z",
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"body": "…te/delete/snapshot CRUD)",
"is_bot": false,
"headline": "docs: document 7 VM lifecycle MCP tools added in v1.5.26 (clone/migra…",
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"body": null,
"is_bot": false,
"headline": "chore: ignore .DS_Store",
"author_name": "zw008",
"author_login": "zw008",
"committed_at": "2026-05-27T04:17:20Z",
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"oid": "bb0993dabc09ab33fddb3151f4924134c779a451",
"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: bump idna from 3.11 to 3.15 (#16)",
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"author_login": "dependabot[bot]",
"committed_at": "2026-05-23T09:17:23Z",
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"oid": "27af9b741b4eaebebf31540978cf9c822b125285",
"body": "Repo has no .github/workflows/*.yml, so weekly Dependabot scans for\ngithub-actions fail with 'dependency_file_not_found'. Drop the block.",
"is_bot": false,
"headline": "ci: remove github-actions ecosystem from dependabot",
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"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.",
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"headline": "fix: remove from __future__ import annotations in mcp_server/server.p…",
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"committed_at": "2026-05-20T09:54:58Z",
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"oid": "1084e4c27b67ae23822bc2b051735d91eb2c315f",
"body": "User reported needing to download wheels for Python 3.10 deployment. v1.5.25/26\nalready fixed the PEP 604 root cause (Optional[X] instead of X | None in MCP\ntool signatures), so 3.10 actually works at runtime; the >=3.11 constraint was\njust a leftover safety net that blocked pip download / install on 3.10.\n\n- pyproject.toml: requires-python = \">=3.10\" (was >=3.11)\n- cli/_root.py mcp_cmd(): version guard now triggers on < (3, 10)\n- tests/eval/regression: assert guard at 3.10",
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"headline": "fix: v1.5.27 — loosen Python requirement to >= 3.10",
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"body": "…ools\n\nTriggered by user incident: VM cloned via vmware-aiops landed on the template's\nhost (Office, NAS_lun_2) instead of the requested Home host. Then `vmware-aiops\nmcp` crashed at startup on Python 3.10 with \"subclass() arg 1 must be a class\".\n\n- clone_vm/migrate_vm: accept target_host/target_dat\n[…]\nto bare msg.\n- pyproject: mcp[cli]>=1.10 (was >=1.0).\n- 9 new regression tests in tests/eval/regression/test_v1_5_25_blockers.py.\n\nRefs: CLAUDE.md 踩坑 #33 (PEP 604/3.10), #34 (CLI/MCP exposure parity).",
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"headline": "fix: v1.5.26 — clone target host, MCP Python 3.10 compat, 7 new MCP t…",
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"body": "ServiceInstance is a pyVmomi ManagedObject; pyVmomi 8.x rejects\nattribute writes on it ('Managed object attributes are read-only'),\nwhich broke vSphere auth on vCenter 8.0U3.\n\nReplace si._verify_ssl attribute with module-level dict keyed by\nid(si). Add get_verify_ssl(si) helper. Update downstream consumers\nin guest_ops.py / vm_deploy.py / supervisor.py.",
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"headline": "fix: v1.5.24 — pyVmomi 8.x ManagedObject setattr (踩坑 #32)",
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"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.",
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"headline": "docs: declare VCF 9.0 / 9.1 compatibility",
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"headline": "release: v1.5.22 — family alignment",
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"headline": "release: v1.5.21 — family alignment + python-multipart 0.0.27",
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"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>",
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"headline": "chore: bump python-multipart from 0.0.26 to 0.0.27 (#15)",
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"headline": "release: v1.5.20 — family alignment (no source changes)",
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"committed_at": "2026-05-08T22:29:14Z",
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"oid": "9516b07cda495919be30a76c892c6b8cc42d3805",
"body": "- Bump version 1.5.18 → 1.5.19 (init, pyproject, server.json)\n- requires-python >=3.10 → >=3.11 (tomllib for regression evals)\n- RELEASE_NOTES: tracks family v1.5.19 fixes in nsx/vks/harden/policy\n- No source changes in this skill",
"is_bot": false,
"headline": "chore: family alignment v1.5.19 + py3.11",
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"author_login": "zw008",
"committed_at": "2026-05-06T04:00:40Z",
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"oid": "851316c28eb8e86ca83b236c1c8be01fefcffff7",
"body": null,
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"headline": "docs: add vmware-harden to skill routing table",
"author_name": "zw008",
"author_login": "zw008",
"committed_at": "2026-05-04T20:12:15Z",
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"oid": "99d28c3d6fd4975b420653588b1c8bec81700e4c",
"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",
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"committed_at": "2026-05-02T12:07:24Z",
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"oid": "798a756a4ee445777e493986dda515d5eb7831aa",
"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",
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"committed_at": "2026-05-01T11:45:02Z",
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{
"oid": "7ae86f3d946bcecc8e35536a27ecfbaf8c9bb5b6",
"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",
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"oid": "75a6cd7140c7f4dfedf002aaa335346653fb18b1",
"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",
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"committed_at": "2026-04-29T18:27:37Z",
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"body": null,
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"headline": "fix: v1.5.14 — code review follow-up fixes (@yjs-2026)",
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"author_login": "zw008",
"committed_at": "2026-04-21T12:07:37Z",
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{
"oid": "bf1799a3ed5085506f5bd2fed0ca6f60af39dab0",
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"headline": "fix: v1.5.13 — code review bug fixes (2026-04-20 review)",
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"author_login": "zw008",
"committed_at": "2026-04-21T06:21:12Z",
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"oid": "786a51d206a54707f28282474a1480a930f0422f",
"body": "- fix: _count_children guard childSnapshotList against None\n- fix: migrate_vm early return when vm.runtime.host is None\n- fix(security): _upload_disk SSL verification respects target config",
"is_bot": false,
"headline": "fix: v1.5.12 — bug fixes from @yjs-2026 code review",
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"author_login": "zw008",
"committed_at": "2026-04-17T10:01:53Z",
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"headline": "chore: bump to v1.5.11 - align with family",
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"author_login": "zw008",
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"headline": "fix: bump to v1.5.10 — python-multipart CVE + family alignment",
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"body": "chore: bump python-multipart from 0.0.22 to 0.0.26",
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"headline": "Merge pull request #13 from zw008/dependabot/uv/python-multipart-0.0.26",
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"oid": "fc9902907f0c5271cd07579128b8f38ba6c8144d",
"body": "- Fix: guest_exec command injection (shlex.quote for shell wrapping)\n- Fix: OVA/tar extraction size limits (2GiB/member, 20GiB aggregate)\n- Fix: guest file transfer SSL now honours target.verify_ssl\n- Refactor: cli.py (1726 lines) split into cli/ package (12 files)",
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"headline": "fix+refactor: v1.5.8 - security + cli module split",
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"headline": "chore: bump to v1.5.7 - align with family",
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"committed_at": "2026-04-15T01:20:40Z",
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{
"oid": "ba40731a522827b0c0c47349ca0e7b13e14f87ab",
"body": null,
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"headline": "fix: v1.5.6 CRITICAL mcp_server missing from wheel",
"author_name": "zw008",
"author_login": "zw008",
"committed_at": "2026-04-14T23:49:50Z",
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"headline": "chore: bump to v1.5.5 - align with family NSX hotfix",
"author_name": "zw008",
"author_login": "zw008",
"committed_at": "2026-04-14T23:40:03Z",
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{
"oid": "ff1d3460967e8a8d427fa827730d6a21f3958eb5",
"body": "- Security: pytest 9.0.2→9.0.3 (CVE-2025-71176, insecure tmpdir)\n- Deps: rich version constraint <15.0 → <16.0\n- Align with VMware skill family v1.5.4",
"is_bot": false,
"headline": "fix: bump to v1.5.4 — pytest CVE-2025-71176, rich <16.0",
"author_name": "zw008",
"author_login": "zw008",
"committed_at": "2026-04-14T08:37:49Z",
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"oid": "3b70792b3f885105ada436ec9e356ca9f02f7cdb",
"body": "…-16.0\n\nchore: update rich requirement from <15.0,>=13.0 to >=13.0,<16.0",
"is_bot": false,
"headline": "Merge pull request #11 from zw008/dependabot/pip/rich-gte-13.0-and-lt…",
"author_name": "wei zhou",
"author_login": "zw008",
"committed_at": "2026-04-14T08:34:07Z",
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"oid": "dbb15f6d24fa666e13aadbbb7942cf6b8aaa437b",
"body": "chore: bump pytest from 9.0.2 to 9.0.3",
"is_bot": false,
"headline": "Merge pull request #12 from zw008/dependabot/uv/pytest-9.0.3",
"author_name": "wei zhou",
"author_login": "zw008",
"committed_at": "2026-04-14T08:34:03Z",
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"oid": "9c354ee02774b82419323059d485c1c1e3cf2fe1",
"body": null,
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"headline": "chore: bump version to 1.5.3 for PyPI release",
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"author_login": "zw008",
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
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{
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{
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"reason": "license file detected",
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
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{
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},
{
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"source": {
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"key": "openssf_scorecard_maintained",
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"points": 10,
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{
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{
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{
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{
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{
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