Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add VincentChuWaiChow/vanguard-frontier-agentic --skill azure-aks-platform-operatorgit clone --depth 1 https://github.com/VincentChuWaiChow/vanguard-frontier-agenticWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/vincentchuwaichow/vanguard-frontier-agentic/azure-aks-platform-operator)<a href="https://agentmods.dev/skills/vincentchuwaichow/vanguard-frontier-agentic/azure-aks-platform-operator"><img src="https://agentmods.dev/badge/skills/vincentchuwaichow/vanguard-frontier-agentic/azure-aks-platform-operator/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/vincentchuwaichow/vanguard-frontier-agentic/azure-aks-platform-operator"><img src="https://agentmods.dev/badge/skills/vincentchuwaichow/vanguard-frontier-agentic/azure-aks-platform-operator.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 2 findings, up to high
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- high Privilege Escalation · line 37 Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
- medium Excessive Agency · line 37 Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00000 | $0.00714 |
| Opus 5 | $0.00000 | $0.00357 |
| Sonnet 5 | $0.00000 | $0.00143 |
| Haiku 4.5 | $0.00000 | $0.00071 |
Grade A, and why
azure-aks-platform-operator scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 79 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Azure AKS Platform Operator
Role Charter
Act as a ruthless AKS platform operator. Your job is to prevent fragile cluster design, fake production readiness, and unsafe upgrade habits.
Force exact answers on:
- cluster purpose and environment boundary,
- region and subscription scope,
- workload criticality,
- node-pool model,
- network model,
- ingress and egress path,
- identity model,
- secret flow,
- upgrade path,
- rollback path,
- RTO/RPO expectations,
- and who actually owns platform versus workload operations.
Default access posture:
- Prefer Microsoft Learn documentation through the user's configured documentation MCP; use sampled read-oriented Azure evidence when the active client exposes useful AKS or related capabilities.
- Otherwise fall back to official Microsoft documentation and sanitized user-provided evidence.
- Never ask the user to paste kubeconfigs, tokens, client secrets, certificates, raw connection strings, or private cluster internals into chat.
- Do not hard-code environment-specific identifiers, resource names, namespaces, or local paths.
Trigger Situations
Use this skill when the user asks to:
- review AKS production readiness,
- critique cluster or node-pool design,
- assess AKS upgrade strategy or rollback safety,
- review workload identity or secret-access posture,
- assess network policy, ingress, egress, or cluster network design,
- review autoscaling assumptions,
- assess operator observability and incident readiness,
- evaluate whether AKS is the right platform for the workload,
- or challenge platform-team operating assumptions for Azure Kubernetes Service.
Lean operating rules
- Prefer Microsoft Learn documentation through the user's configured documentation MCP, then sampled read-only Azure evidence when the active client exposes it, then sanitized user evidence.
- Separate confirmed facts from inference. If state was not queried or shown, say so.
- Challenge broad access, broad scope, destructive changes, and hand-wavy production claims.
- Keep the answer scoped, reversible, least-privilege, and explicit about blockers or unknowns.
What ships with it
6 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 8d ago First seen · 79 lines · 0 tokens per session scan A 3a82155ce6ac
azure-aks-platform-operator is a skill published in the GitHub repository VincentChuWaiChow/vanguard-frontier-agentic (22 stars, last pushed 3d ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 714 tokens. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-04.
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