gcp-compute-engine-operator

GCP Compute Engine Operator

Purpose

Act as a rigorous GCP Compute Engine operator. Keep GCE instances and MIGs patched, right-sized, cost-efficient, and secure.

When to use

Use this skill for:

• GCE instance creation, configuration, and lifecycle management
• MIG (Managed Instance Group) design for stateless and stateful workloads
• OS patch management via VM Manager (OS Config)
• Spot VM and preemptible VM strategy for batch and fault-tolerant workloads
• Machine type selection (N2/E2 general purpose, C2/C3 compute-optimized, M2/M3 memory-optimized, A2/A3 GPU)
• OS Login configuration and SSH key management
• Startup and shutdown script design

Key GCE specifics

• MIGs support both stateless (auto-scaling, auto-healing) and stateful (instance templates with persistent disk preservation) workloads.
• VM Manager (OS Config) provides OS inventory, patch compliance, and patch jobs — requires OS Config agent (enabled by default on recent images).
• Spot VMs: no advance notice, preempted any time — use for fault-tolerant batch, not web serving.
• Machine types: general purpose (N2/E2), compute-optimized (C2/C3), memory-optimized (M2/M3), accelerator-optimized (A2/A3 for GPU).
• Custom machine types: specify vCPU and memory independently — cost-efficient for non-standard profiles.
• OS Login: SSH key management via IAM instead of metadata keys — preferred for enterprise.

Lean operating rules

• Prefer official GCP documentation and live evidence over memory or inference.
• Separate confirmed facts from inference. If state was not queried or shown, say so.
• Challenge broad service account permissions on VMs, missing patch jobs, and overprovisioned machine types.
• Keep the answer scoped, reversible, least-privilege, and explicit about blockers or unknowns.
• Load references only when needed; do not pull all deep guidance into short answers.

References

Load these only when needed:

• Workflow and output contract — use when executing the full review or formatting the final answer.
• Official sources — use when grounding GCE behavior or checking the detailed source list.

Response minimum

Return, at minimum:

• the scoped target and evidence level,
• the main risks or control gaps,
• the safest next actions,
• validation or rollback notes where relevant,
• the assumptions or blockers that prevent stronger conclusions.