vsphere-triage

An MCP server for diagnosing VMware VMs that are stuck: VMs that did not come back after a boot or reboot, keep losing VMware Tools, wait on a question, or are starved by their host or storage. It reads from one or more vCenters, judges every VM, groups the abnormal ones by what they share (host, datastore, linked-clone base disk, environment folder), and gives a likely cause with the evidence for and against it.

It is built for fleets of short-lived VMs whose names are reused (CI or lab environments created by an orchestrator). It works against vCenter alone; vROps and Dell PowerFlex are optional extra sources.

The repo contains:

• The MCP server: the vsphere_triage Python package, installed as the vsphere-triage command and published to PyPI.
• The vm-incident skill (skills/vm-incident/): the incident procedure a Claude Code agent follows when it drives the server.
• A Claude Code plugin (.claude-plugin/) that installs both at once.
• Live evals (evals/live/): a model drives the real tools and the skill against the integration scenario's simulated vCenters, and its verdicts and tool calls are scored.

docs/orchestrator-integration.md covers wiring it to the system that creates your VMs.

Quick start

The server is a Python package; there is no separate binary to download. Installing it from PyPI puts a vsphere-triage command on your PATH, and the MCP client starts that command over stdio. What you need on the machine:

• uv (recommended): uvx downloads the package and, if needed, a Python 3.12+ interpreter, and caches both. The Claude Code plugin uses uvx, so it needs uv on the PATH.
• or Python 3.12+ with pipx or pip.
• tesseract on the PATH, only for OCR of the console screen (the [ocr] extra); without it, console analysis still works but reads no text.

uvx vsphere-triage                 # run from PyPI without installing
uv tool install vsphere-triage     # or install the command
pipx install vsphere-triage        # or with pipx
uv tool install '.[ocr]'           # from a checkout, with console OCR (also needs the tesseract binary)

Without public PyPI, point uv at a mirror (UV_INDEX_URL=https://pypi.internal/simple uvx vsphere-triage) or install from git (uvx --from git+https://git.internal/vsphere-triage.git vsphere-triage).

The minimum configuration is the vCenter list and a login:

{
  "mcpServers": {
    "vsphere-triage": {
      "command": "vsphere-triage",
      "env": {
        "VSPHERE_VCENTERS": "[{\"name\": \"vc-01\", \"host\": \"vc01.example\"}]",
        "VSPHERE_USERNAME": "svc-triage@vsphere.local",
        "VSPHERE_PASSWORD": "...",
        "VSPHERE_CA_BUNDLE": "/etc/pki/internal-ca.pem",
        "VSPHERE_ENV_PARENT_HINTS": "environments,projects"
      }
    }
  }
}

The server speaks MCP over stdio by default. With uvx, use "command": "uvx", "args": ["vsphere-triage"] (pin a version with "vsphere-triage==0.4.0"); with a uv tool or pipx install, use "command": "vsphere-triage" as above.

Two ways to start

From an alert about one VM. A monitoring alert usually names the vCenter, the environment id and the machine. Pass them to diagnose_vm:

diagnose_vm(vcenter="vc-01", env_id="env-1042", vm_name="web-01")

It runs every check in a fixed order (machine state, CPU, storage, the rest of the environment, events, boot timeline from vmware.log, serial console, console screen, snapshots, hardware) and returns a finding, the ranked causes with the evidence for and against each, what it could not read (not_checked), and the next checks to run. If your orchestrator knows when it rebooted the VM, pass rebooted_at. vCenter does not move runtime.bootTime on an in-guest reboot and logs no event for it, so diagnose_vm also reads the last power-on or reset from the VM's vmware.log, and scan does the same for up to 40 VMs per vCenter that look stuck only because their uptime is counted from power-on.

From a question about the fleet. scan judges every VM on some or all vCenters and groups the abnormal ones. Each group is compared with its population, e.g. "29 of 210 VMs on ds-17 are abnormal, 6x the fleet rate". Then:

1. explain_group(scan_id, dimension, value) on the strongest group: what its abnormal VMs share that the healthy VMs beside them do not, plus host CPU and datastore latency over their boot window.
2. diagnose_vm on the representatives that explain_group returns.

For an incident that has already passed (the VMs may be gone), diagnose_window(since, until) reads resets, failed power-ons, host CPU and storage for that window. cluster_events explains a mass reboot from vSphere HA restarts, host failures and migration waves.

How VMs, environments and vCenters are found

• Environments. An environment is a VM folder named by its environment id, under any parent folder (environments/, projects/team-x/, or anything else). find_environment looks for a folder with exactly that name first, then for names that contain it. It returns the path and the parent of every match; when several match, it lists them and asks you to choose. VSPHERE_ENV_PARENT_HINTS sets which parents are searched first.
• VMs. Every result identifies a VM by vcenter and moref (e.g. vm-1042). A VM name is looked up only inside its environment folder, because later environments reuse the same names. A moref is unique on one vCenter only, so always pass the vCenter with it.
• vCenter names. A vCenter can be named by its configured name, its host, any of its aliases, or the first label of its host (vc01 for vc01.example), so the spelling in an alert resolves. A name that matches two vCenters is refused rather than guessed.
• Group values carry their vCenter (vc-a:esx-07), so hosts or datastores with the same name on two vCenters stay separate.
• Thresholds. Every check returns the raw numbers it judged next to its verdict. The thresholds are defaults (see States and flags) that you can override with VSPHERE_THRESHOLDS.

Configuration

Everything is set through VSPHERE_* environment variables. Only VSPHERE_VCENTERS and credentials are required.

Variable	Default	Meaning
VSPHERE_VCENTERS	none	JSON list of {"name", "host", "port", "aliases", "username", "password"}; port defaults to 443, per-vCenter credentials override the shared ones
VSPHERE_USERNAME, VSPHERE_PASSWORD	none	shared vCenter credentials
VSPHERE_CA_BUNDLE	system store	PEM bundle for an internal CA; also used for vROps and PowerFlex
VSPHERE_TLS_VERIFY	1	set 0 only against a simulator; a warning is logged
VSPHERE_ENV_PARENT_HINTS	none	parent folders searched first for an environment, e.g. environments,projects
VSPHERE_THRESHOLDS	see below	JSON object overriding any threshold, e.g. {"booted_not_up_minutes": 15}
VSPHERE_SCAN_BASE_DISKS	1	read each VM's disk chain during scan, so linked clones group by base disk; 0 makes large scans faster
VSPHERE_TIMEOUT_SECONDS	60	deadline for one vCenter read
VSPHERE_SCAN_TIMEOUT_SECONDS	300	deadline for a whole-vCenter sweep (scan, diagnose_window, the fleet reports, event history)
VSPHERE_MAX_CONCURRENT_TOOLS	4	tool calls running at once
VSPHERE_MAX_CONCURRENT_PER_VCENTER	4	reads running at once against one vCenter
VSPHERE_MAX_LOG_BYTES	4 MiB	how much of the end of a log file is read
VSPHERE_MAX_DOWNLOAD_BYTES	128 MiB	most bytes pulled for one datastore file when vCenter ignores the Range request
VSPHERE_MAX_LOG_LINES	400	most log lines in one result
VSPHERE_MAX_SCREENSHOT_BYTES	16 MiB	largest console screenshot accepted
VSPHERE_MAX_SCANS_KEPT	10	how many past scans explain_group can refer to
VSPHERE_GUEST_USERNAME, VSPHERE_GUEST_PASSWORD	none	default guest-OS account for the tools that run a command in a guest; when unset, pass credentials per call
VSPHERE_GUEST_EXEC_TIMEOUT_SECONDS	30	how long a guest command may run before it is terminated
VSPHERE_GUEST_EXEC_MAX_OUTPUT_BYTES	1 MiB	most guest-command output returned
VSPHERE_GUEST_EXEC_OVER_HTTP	0	also offer the tools that act on a VM over the HTTP transport (see Transports)
VSPHERE_VROPS_URL, VSPHERE_VROPS_USERNAME, VSPHERE_VROPS_PASSWORD, VSPHERE_VROPS_AUTH_SOURCE	none	optional vROps (Aria / VCF Operations); the vrops_* tools are registered only when the URL is set
VSPHERE_POWERFLEX_URL, VSPHERE_POWERFLEX_USERNAME, VSPHERE_POWERFLEX_PASSWORD	none	optional Dell PowerFlex (ScaleIO / VxFlex) Gateway, 3.x API; the powerflex_* tools are registered only when the URL is set

Transports

stdio (the default) serves one MCP client and offers every tool.

Streamable HTTP shares one server between several clients:

vsphere-triage --transport streamable-http --host 0.0.0.0 --port 8000 --allowed-host vsphere-triage.example

/healthz answers health probes. The HTTP transport has no authentication of its own, and every caller uses the configured vCenter and guest credentials. For that reason the seven tools that act on a VM (listed under Tools that act on a VM) are not registered over HTTP unless VSPHERE_GUEST_EXEC_OVER_HTTP=1. Set it only behind a proxy that authenticates callers.

Install as a Claude Code plugin

The plugin installs the server and the vm-incident skill together:

/plugin marketplace add Heknon/vsphere-triage
/plugin install vsphere-triage@vsphere-triage

The install asks for:

• the vCenters JSON, username and password;
• optionally: environment parent-folder hints, a CA bundle path, vROps URL and credentials, PowerFlex URL and credentials, and guest-OS credentials;
• the Python package index (public PyPI, or your internal mirror).

Passwords are kept in the OS credential store. Leave an optional field blank to turn it off. Settings the install does not ask for (thresholds, timeouts, VSPHERE_TLS_VERIFY, ...) are read from the environment the server inherits.

The plugin runs the server with uvx vsphere-triage==<plugin version>, so the server always matches the skill. Invoke the skill as /vsphere-triage:vm-incident.

Tools

Fleet

Tool	What it returns
list_vcenters	each configured vCenter: reachable or not, version, clock
scan	every VM judged; abnormal VMs grouped by vCenter, cluster, host, datastore, environment folder, its parent folder, base disk and OS, each group against its population; hosts over the CPU threshold, hosts near memory capacity, hosts whose hardware sensors are red or yellow (with the sensors and how many VMs run there), slow storage. The first limit abnormal VMs (10 by default) come in full, and more_abnormal_vms names the rest one line each
explain_group	for one group from a scan: what its abnormal VMs share that the healthy ones do not, and host CPU and storage over their boot window
diagnose_window	resets, failed power-ons, host CPU and storage over a past window
cluster_events	vSphere HA restarts and VM-monitoring resets, host failures, isolations and lost connections, failed failovers, maintenance mode and migration waves over a window; names the failed host and the hosts VMs restarted onto
recent_tasks	tasks over a window grouped by kind (migration, reconfigure, snapshot, clone, power, destroy), flagging 10 or more migrations, reconfigures or snapshot operations as a wave, and the tasks that failed, with their error. Read through a task history collector created and destroyed for the call
find_old_environments	environment folders older than N hours (age of their oldest VM), optionally under given path segments, oldest first
hardware_profile	device counts per category and kind across the fleet, NIC types, and VMs whose devices differ from the rest of their environment
find_vms_by_device	VMs that have, or lack, a device category (sound, usb, ethernet, ...) or kind (Vmxnet3, HdAudioCard)
find_vms_by_snapshot	VMs with snapshots, largest first: delta and memory-state size, oldest age, redo-chain depth, consolidation needed; rolled up per template
find_resource_limits	VMs with a CPU or memory limit or reservation, tightest limit first, templates marked (linked clones inherit a template's limit), and VMs in a resource pool or vApp running at 85% or more of a limit set on it, with the pool named
check_datastores	each datastore's free space, thin over-provisioning ratio and per-host reachability (APD/PDL); datastores holding a template's base disk are marked
check_host_time	each host's NTP configuration and clock skew from vCenter

One environment or VM

Tool	What it returns
find_environment	the folder(s) matching an environment id, on which vCenter, and their VMs
diagnose_environment	every VM of one environment judged, with host CPU and storage for their hosts and datastores
diagnose_vm	the full diagnosis of one VM, ending in ranked causes (see Two ways to start)
get_boot_timeline	how far the last boot got according to vmware.log (power-on, firmware, first disk I/O, drivers, Tools), plus the serial console
read_vm_log	vmware.log or vmware-N.log lines, filtered by a regex on the server (2 s match budget)
read_serial_console	the serial-port file (Windows EMS, a Linux kernel console) with stop codes and the layer each points at
get_vm_console	the console screen in words: black, frozen or changing, blue screen, OCR text and the boot screen it shows; optionally a thumbnail
get_vm_events	a VM's events by moref; a destroyed VM is reported as destroyed
get_vm_hardware	virtual devices and vCenter's connection state for each; flags a disconnected boot NIC, a mounted ISO or a device error

Hosts, datastores and vCenter

Tool	What it returns
get_host_health	a host's CPU demand against capacity, its storage, its hardware sensors (power supplies, fans, temperature, memory) and its VMs
get_datastore_health	a datastore's latency and IOPS from every host that mounts it, which of those hosts see it slow (slow_from_hosts: a path or an array), and its VMs
read_host_log	vmkernel, hostd or vpxa lines, regex-filtered
search_host_logs	the same host log (hostd by default) on every connected host, matched and counted per host, so it shows whether failures cluster on a few hosts or spread over all. The default pattern matches guest file transfers, TLS errors and dropped connections
check_host_tls	per ESXi host, from where the server runs, at the address a guest file-transfer URL carries (the host's IP: its name if it is one, else what the name resolves to, else its management IP): whether port 443 answers, is refused or resets, and whether its certificate is trusted, unexpired and covers that address. Guest file transfers download from the host, not vCenter, so this is their path. Beyond reading the hosts it sends no vSphere call, only a TLS handshake
check_vcenters	per vCenter: reachable, the server's last login time, a round-trip time and the open-session count against the configured cap (config.vmacore.soap.maxSessionCount, when set), for refused logins and dropped connections caused by session exhaustion
vcenter_sessions	a vCenter's open API sessions grouped by user, source IP and client, with idle counts, the oldest, the session cap and the session/connection settings an administrator set under config.vmacore.
read_vcenter_log	vCenter's own log (vpxd by default, or any key vCenter offers), regex-filtered
vcenter_appliance_health	the appliance's health (overall, load, memory, swap, storage, database; green, yellow, orange, red or gray), its uptime and its services' state and health, through the appliance REST API (vCenter 7.0 U2 or later), inside a REST session opened and closed for the call
vcenter_history	login, logout and failed-login events over a past window, in 10-minute buckets, with the busiest sources

Tools that act on a VM

These seven change state or run code in a guest. Each one finds the VM strictly: an exact environment name, a matching VM name, and with a moref the name must match too. Each sends its action once and does not resend it if the vCenter session drops mid-call (the error then says the action may have run).

Tool	What it does
run_in_guest	runs a command in the guest OS through VMware Tools and returns its output and exit code; needs Tools running, guest credentials, and the VM's name with its moref (as every acting tool does; a mismatch is refused). Output goes to a temp file in the guest, which is downloaded and deleted
reboot_guest	asks the guest OS to restart through Tools (a clean shutdown and boot); needs Tools. Requires the VM name together with a moref
hard_reset	power-cycles the VM (ResetVM_Task) without asking the guest; works on a fully hung VM, but in-flight writes and unwritten crash dumps are lost. Use it only when reboot_guest cannot. Requires the VM name together with a moref
check_ems	whether the serial console can carry the guest's boot output: serial-port hardware and output already seen (no Tools needed), and on Windows the bcdedit EMS setting (needs Tools and guest credentials)
investigate_windows_boot	reads the guest's event log: the last bugcheck (WER 1001, decoded), Kernel-Power 41 / EventLog 6008 unclean shutdowns, service and driver start timeouts (SCM 7000/7009/7011/7026), slow-boot components, crash dumps, Startup Repair and Panther logs. Only events from a day before the latest boot onward count; older ones are listed separately
investigate_linux_boot	reads dmesg (panics, soft lockups, hung tasks, I/O errors, filesystem errors), systemd-analyze blame and critical-chain, and the journal for the current and the previous boot. Says when the journal is not persistent, so the boot before a reboot was not read
read_crash_dump	decodes the newest Windows minidump header: bugcheck code, its four parameters and when the dump was written. It does not name the faulting driver (that needs WinDbg and symbols)

The usual order for a wedged VM: read everything first, then reboot_guest, and hard_reset only if that fails or Tools is down. Then run the investigate_* tools on the fresh boot. A powered-off VM must be powered on by your orchestrator or in vCenter; the server has no power-on tool.

Optional: vROps

vrops_find_resource, vrops_list_stat_keys, vrops_get_stats, vrops_compare_window (a window against the same hours on previous days) and vrops_get_alerts. vROps keeps longer and finer history than vCenter, which keeps 20-second samples for about an hour and 5-minute rollups for about a day.

Optional: PowerFlex

Tool	What it returns
powerflex_health	SDS and device state, rebuild and rebalance activity, and failed capacity, across every system the Gateway manages
powerflex_protection_domains	protection domains ranked by read/write IOPS and throughput; one carrying over half the IOPS and 1.5x its even share is marked hot
powerflex_find_volume	the PowerFlex volume behind a datastore, by volume name, id or ESXi device id (eui. / naa.)
powerflex_affected_vms	troubled or hot protection domains, the datastores on their volumes, and the VMs on those datastores, split into suffering and not

States and flags

Every VM gets one state from the bulk property read, checked in this order:

State	Condition
inaccessible	connection state is not connected (orphaned, inaccessible, invalid)
blocked_on_question	a VM question is pending
suspended	power state is suspended
off	powered off
paused	powered on but paused
lost_heartbeat	Tools running, heartbeat red
healthy	Tools running
no_tools	Tools not installed; not counted as stuck, judged by CPU, console and boot log
no_boot_time	powered on, Tools not running, no boot time reported
booting	booted less than booted_not_up_minutes (10) ago
hung	booted longer ago, Tools not running, CPU at or below hung_cpu_mhz (100 MHz)
busy_not_up	the same, but CPU at or above busy_cpu_fraction (50%) of its vCPUs
booted_not_up	booted longer ago, Tools not running, CPU in between

Uptime is measured from the latest reset or guest-reboot event when there is one, because runtime.bootTime only changes on a power cycle.

Flags appear next to the state. These count as abnormal on their own: boot_loop (3 resets in 30 minutes), tools_flapping, heartbeat_intermittent (yellow heartbeat), memory_reclaimed (ballooned, swapped or compressed), host_memory_pressure (host at 95% memory or more), vcenter_alarm (a red alarm on the VM), host_not_connected, long_running (older than 24 hours) and consolidation_needed. These add detail only: host_in_maintenance, tools_outdated, cpu_limited (a CPU limit at or below 90% of the VM's full speed) and memory_limited (a memory limit below its RAM).

scan(states=[...]) selects any state or flag, e.g. ["no_tools"] or ["long_running"].

Other default thresholds: CPU ready 10% per vCPU, co-stop 3%, host CPU demand 100% of capacity, datastore and device latency 50 ms, kernel queue latency 10 ms, snapshots 20 GB or 24 hours old or a chain 4 deep, clock skew 60 s, datastore 5% free, thin over-provisioning 2x, console black at 98% dark pixels.

What the diagnosis measures

• CPU starvation. The VM's cpu.ready.summation as a percentage per vCPU, and the host's cpu.demand.average against cores × core MHz. Demand over 100% is overcommit. When only cpu.usagemhz is available, overcommit is reported as unknown, because usage cannot exceed capacity.
• Storage. Per host, datastore.totalReadLatency / totalWriteLatency for the VM's datastores, and disk.deviceLatency / kernelLatency / queueLatency with aborts and resets per device. High device latency points at the array; high queue latency points at the host's own queue. A full or unreachable datastore is reported as a separate cause from latency.
• The environment. Whether the healthy VMs in the same environment share the stuck VM's host, datastore or base disk. If they do, that argues against the shared object being the cause.
• The boot. vmware.log is written by the hypervisor, so it shows how far a boot got but never the guest kernel's messages. Those come from the serial console (when the VM has a serial port writing to a file), the console screen, and the guest probes.
• Missing data is listed as missing (not_checked, available: false with a reason, healthy: null), never treated as healthy. Counters that vCenter has already rolled up for an old window are reported as gaps.

Results start with finding or findings, keep the raw values, and are cut to 60,000 characters (under common clients' tool-output limit), saying what was cut. A steady series is marked steady and its finding says "held at", so a flat counter is not given a peak time it does not have.

What can change vSphere

Every vSphere API call from the read-only tools goes through readonly.ReadOnlyStub, which refuses any method not on ALLOWED_METHODS before it is sent. The list is: RetrieveServiceContent, Login, Logout, CurrentTime, Fetch, RetrievePropertiesEx, ContinueRetrievePropertiesEx, CreateContainerView, DestroyView, QueryEvents, QueryPerf, QueryDescriptions, BrowseDiagnosticLog, QueryDateTime, QueryOptions and SearchDatastore_Task (which only lists files).

HTTP reads (vmware.log and serial files over /folder, the console over /screen) are GET only, and redirects are not followed. The console is read through /screen; CreateScreenshot_Task is not used, because it writes a PNG into the VM's folder. The vROps and PowerFlex clients send only GET requests, apart from vROps's token request. The appliance client (vcenter_appliance_health) sends only GET requests too, apart from opening and closing its REST session (POST and DELETE of /api/session, the REST counterparts of Login and Logout); readonly.ensure_session_request allows those two and nothing else. check_host_tls sends no HTTP request at all: it completes a TLS handshake and closes the socket.

The seven tools that act on a VM use the session's unguarded stub. Tests check that every read-only tool, run against the simulators, sends only allowed methods; that power, reset, answer, reconfigure, destroy and screenshot-to-datastore are refused through a live session; and that the acting tools never add a method to the guarded surface.

Running with a dedicated vCenter role limits the account as well. The stock Read-only role is not enough for every read:

Privilege	Needed for
Read-only (System.View, System.Read)	inventory, events, performance counters
Datastore.Browse	vmware.log, serial-console files and datastore listings (read_vm_log, get_boot_timeline, read_serial_console); without it these return HTTP 403
Global.Diagnostics	host and vCenter logs (read_host_log, search_host_logs, read_vcenter_log)
the appliance API's own authorization (confirm on your version; Broadcom names the SSO group SystemConfiguration.Administrators for health monitoring)	vcenter_appliance_health; each endpoint the account may not read is named in not_read
the console privilege /screen needs (confirm on your version)	get_vm_console
Sessions.TerminateSession	the full session list in check_vcenters / vcenter_sessions; vSphere has no separate view privilege for it, and without it only this server's own session is visible
VirtualMachine.GuestOperations.Query, .Modify, .Execute	the guest-command tools
VirtualMachine.Interact.Reset	reboot_guest and hard_reset

vCenter's default statistics level is 1. Host CPU demand, co-stop and the per-device storage counters are level 2 or 3, so on a stock vCenter they are kept only in the realtime hour; for older windows raise the statistics level, or use vROps. Each result says when a window's counters could not be read.

Development

The project uses uv. uv.lock is committed and uv sync installs the dev tools (pytest, ruff, ty).

uv sync                                        # dev environment from the lock
uv run python -m pytest -m "not integration"   # unit tests, about 5 s (what CI runs)
uv run python -m pytest                         # unit + integration (needs Docker)
uv run ruff check . && uv run ruff format --check .
uv run ty check vsphere_triage                  # type check, package only

Ruff runs with select = ["ALL"] and a short ignore list in pyproject.toml. ty checks the vsphere_triage package; the tests are not type-checked.

.github/workflows/ci.yml runs lint, format, type check and the unit tests on every push and pull request. The integration suite runs by hand: Actions → CI → Run workflow → integration = true, or locally.

Integration tests

tests/integration/ builds two simulated vCenters in Docker with vmware/vcsim:v0.52.0 and vmware/govc:v0.52.0, one with an environments/ layout and one with projects/. They hold linked clones, stuck Windows and Linux VMs, a pending question, a boot loop, an EMS stop code, one environment id on both vCenters and machine names reused across environments. On an air-gapped machine, docker save both images and docker load them there.

The simulator's limits, and how the tests handle them:

• Performance counters are random, so CPU and storage numbers come from a controlled fake of VCenterSession.perf.
• There is no /screen endpoint: the 404 path is tested against vcsim, and the image analysis against generated screenshots.
• There are no host logs: tested as "unavailable".
• Guest operations, snapshot sizes, NTP state, thin provisioning, APD/PDL and HA events are not modelled: that logic is unit-tested only.

Live evals

evals/live/ serves the real tool surface over the integration scenario for a model to drive, logs every call, and scores runs on twelve scenarios (scenarios.json: what each verdict must and must not say). Like the integration suite it needs Docker and is not on any CI path; its README has the steps and the results so far. tests/test_surface.py, on the per-commit path, checks that every tool, argument, state, cause and stop code the skill and the docs name exists in the code.

To confirm on a real vCenter

• The privilege /screen needs, and what it returns for a black console.
• Which counters your statistics level keeps past the realtime hour, and how /folder handles a suffix Range request.
• The datastore counter instance names (the volume id from ds:///vmfs/volumes/<id>/ is tried first, then the name).
• The vmware.log lines your ESXi version writes for a stuck boot, a stun and an APD. The patterns in vmlog.py are heuristics, and each match is returned with its line.
• What EMS writes on your Windows versions, and the vROps stat keys on your version (vrops_list_stat_keys lists them).
• Snapshot sizes from layoutEx (the simulator reports none, so they come back null and "no size reported").
• Guest exec: the guest-operation privileges, and that output capture works on your Windows and Linux guests.
• That an in-guest reboot shows in vmware.log as a reset (CPU reset on vcpu-0, or the chipset's reset request). If your orchestrator knows the reboot time, rebooted_at is still the surest input.
• The HA event ids and messages your vCenter version writes, which cluster_events matches by pattern.
• A datacenter inside a folder, and one datastore name in two datacenters (the simulator has one flat datacenter).

Releasing

.github/workflows/release.yml publishes to PyPI with Trusted Publishing; no token is stored in the repo. The one-time setup at pypi.org/manage/account/publishing is a publisher for project vsphere-triage, owner Heknon, repository vsphere-triage, workflow release.yml, environment pypi (and the same on test.pypi.org for the testpypi dispatch).

To release:

1. Raise version in pyproject.toml, and set the same version and the vsphere-triage==X.Y.Z pin in .claude-plugin/plugin.json. A unit test fails if they differ.
2. Merge to main. The workflow sees a version with no vX.Y.Z tag, runs the CI gate, builds the sdist and wheel, installs and smoke-tests the wheel, publishes to PyPI, tags the commit and creates the GitHub release.

A merge that does not change the version publishes nothing. Pushing a tag by hand (git tag vX.Y.Z && git push origin vX.Y.Z) also releases, and a manual dispatch can publish the current branch to TestPyPI first. Run the integration suite before a release.