Measure what a cluster actually has — allocatable, what is already requested, what is genuinely free — and emit a recommended available_memory_gb instead of trusting a hardcoded one. Strictly read-only, so it is safe mid-demo. Runs playbooks/probe_env.yml. TRIGGER when: the user asks how much room a cluster has, whether an add-on or another VM will fit, why Terraform refuses a tier, or has moved to a new or resized RHDP environment and the memory budget may be stale. SKIP: if the user is aski...
Scanned 10/6/2026
npx -y skills add ericcames/sales.demos --skill sales-demos-probe-env --agent claude-codeInstalls into .claude/skills of the current project.
Are you the author of Sales Demos Probe Env?
Add the live security badge to your README — it updates automatically with every re-scan.
[](https://www.skillsdirectory.com/skills/ericcames-sales-demos-probe-env)More formats (shields.io, HTML) on the badges page. Keep it an A: scan every change in CI with Pro.
---
name: sales-demos-probe-env
description: "Measure what a cluster actually has — allocatable, what is already requested, what is genuinely free — and emit a recommended available_memory_gb instead of trusting a hardcoded one. Strictly read-only, so it is safe mid-demo. Runs playbooks/probe_env.yml. TRIGGER when: the user asks how much room a cluster has, whether an add-on or another VM will fit, why Terraform refuses a tier, or has moved to a new or resized RHDP environment and the memory budget may be stale. SKIP: if the user is asking whether a VM build would be fast — that is sales-demos-verify-env — or if OpenShift Virtualization is not installed at all, which is sales-demos-setup."
---
# sales-demos-probe-env
## There is an AAP path now too (#330)
`Cluster Day 0 - Probe Capacity` runs this same playbook from AAP. It carries a
`read-only` label — the one thing the other label axes could not express — so it
is filterable as safe to run during a live demo, which is exactly when someone
needs to ask whether another VM will fit.
Answers one question: **what does this cluster actually have, and what will fit
on it?**
## Why this exists
`terraform/ocpvirt/variables.tf` carried `available_memory_gb = 14` as a
hardcoded guess. It was measured once, on a smaller cluster, and then outlived
it — sandbox now has roughly **five times** that free.
Nothing reported the drift, and nothing could have. The budget guard in
`locals.tf` fails *closed*: an under-provisioned figure does not error, it
quietly refuses tiers the cluster could run easily. A demo gets smaller and
nobody learns why.
The next RHDP environment will differ again. A hardcoded number is exactly what
produced the stale one, so this is re-runnable rather than a paragraph in an
issue (#100).
## It is strictly read-only
Every task is `k8s_info`. It creates nothing, deletes nothing, and a run reports
`changed=0`. **Safe to run in the middle of a live demo** when someone asks
whether the cluster can take another VM.
That is the whole reason it is a second playbook rather than a flag on
`prepare_env.yml`, which builds and destroys a real VM to do its job.
## Requests, not usage — the distinction that matters
The scheduler places pods and KubeVirt VMs against **requests**, never against
live consumption. A node can look 22% used in `oc adm top` and still refuse a VM
because requests are committed elsewhere.
Measured on sandbox 2026-09-03, the gap is not small:
| | Value |
|---|---|
| Allocatable | 124.68 GiB |
| Requested | 49.05 GiB |
| **Free by requests** | **75.63 GiB** ← what schedules |
| Free by live usage | 96.42 GiB ← informational only |
Both are printed side by side so nobody optimises against the wrong one.
Two accounting rules are applied, and either one wrong makes the answer
disagree with `oc describe node`:
- **A pod reserves `max(sum(containers), max(initContainers))`**, not the sum of
everything — init containers run to completion before app containers start.
- **Only pods with `spec.nodeName` hold capacity.** An unscheduled `Pending`
pod reserves nothing. On sandbox two `openshift-storage` ctrlplugin pods sit
Pending unscheduled; counting them inflated the total by 1.56 GiB. They are
reported on their own line instead.
## Preflight Check
```bash
./utilities/preflight.sh "${ENV:-sandbox}"
```
## Run
```bash
./utilities/run-ansible.sh playbooks/probe_env.yml -i inventory --limit sandbox \
-e target_env=sandbox \
--vault-id sales.demos@~/secrets/.vault_pass_sales_demos
```
Raise or lower the headroom it withholds from the recommendation:
```bash
-e probe_safety_margin_gb=4
```
The margin exists because a budget that consumes every free byte schedules a VM
onto a node with no room to reschedule a control-plane pod.
## Verify it in the EE before merging a change
See `/sales-demos-verify-ee` for why and how. The one command:
```bash
utilities/run-in-ee.sh playbooks/probe_env.yml \
-i inventory --limit sandbox -e target_env=sandbox \
--vault-id sales.demos@~/secrets/.vault_pass_sales_demos
```
## Reading the result
- **`RECOMMENDED available_memory_gb = <n>`** — compare against the default in
`terraform/ocpvirt/variables.tf`. If it differs materially, that variable is
stale. Changing it is a behaviour change (it changes which tiers `plan`
accepts), so it ships as its own PR, not silently.
- **`FITS — with room to spare`** — the candidate add-ons in
`inventory/group_vars/aap/probe_workloads.yml` all fit. **Those are estimates**;
each carries a `source:` saying so. Replace them with measurements as add-ons
get installed.
- **`CNV: NOT INSTALLED`** — Phase 0 has not run. Use `sales-demos-setup`.
- **`Unscheduled: n pod(s)`** — informational. Persistent unscheduled pods on a
single-node cluster usually want more nodes than exist and will stay Pending.
## Verify against the cluster, not the recap
The acceptance test is agreement with the node's own accounting. If the probe
disagrees with these, **the playbook is wrong, not the cluster**:
```
# Must match REQUESTED
mcp__openshift-<env>__nodes_stats_summary
# Must match LIVE USE
mcp__openshift-<env>__nodes_top
# Operator catalog entries present
mcp__openshift-<env>__resources_list packages.operators.coreos.com/v1 PackageManifest
namespace: openshift-marketplace
# Look for mcp-gateway, orchestrator
```
Verified 2026-09-03 on sandbox: probe reported `14.5 vCPU / 49.05 GiB`
requested against `oc describe node`'s `14500m / 50231Mi`. Exact match.
Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.
No comments yet. Be the first to comment!