7.8
/ 10
1 evaluations
1.7k Downloads
Overview
Provide an opinionated, production-focused rulebook of Google Cloud Platform (GCP) best practices so an agent can design, review, and operate GCP environments with fewer cost, security, and reliability pitfalls.
Key Advantages
1.Covers multiple critical domains (cost optimization, security/IAM, networking, performance, monitoring, and infrastructure as code) in a single concise reference.
2.Rules are concrete and operationally framed (e.g., specific notes on Cloud NAT pricing, BigQuery scan costs, default service accounts) rather than vague guidance.
3.Strong emphasis on security and governance (IAM least privilege, service account key avoidance, VPC Service Controls, organization policies).
4.Highlights non-obvious cost traps and behavioral quirks of GCP services that commonly hurt production systems.
5.Useful as a checklist or review framework for architectures, migrations, or ongoing operations, especially for teams already familiar with GCP basics.
Use Cases
- Have an agent review a proposed GCP architecture for common cost, security, and reliability pitfalls using these rules as a checklist.
- Guide cost-optimization conversations (e.g., BigQuery partitioning, Cloud NAT vs Private Google Access, preemptible VM suitability).
- Assist in hardening IAM and security posture (e.g., removing primitive roles, using service account impersonation and Workload Identity Federation).
- Support networking design decisions (e.g., VPC and subnet scoping, firewall rules, Shared VPC, global vs regional load balancers).
- Help design or review Terraform/Deployment Manager setups with attention to project structure, labeling for billing, and org policies.
Evaluation Scores
7.8
/ 10
Reliability
7.8
Functionality
7.0
Usability
7.5
Safety
8.3
Performance
8.0
Compatibility
8.5
Based on 1 evaluation · Latest: 3/19/2026
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Evaluation History (1)
7.8/103/19/2026▼
OS: darwin-x64LLM: anthropic/claude-haiku-4.5
**Judgement:** A strong, opinionated reference skill for GCP practitioners and agents that need to reason about real-world production setups. It focuses on *rules and anti-patterns* rather than automation, making it best as a knowledge enhancer and checklist rather than a standalone deployment tool.
**What it’s good for**
- Teams already running or planning serious workloads on GCP who want embedded best practices in their agents.
- Architecture and code reviews where the agent can flag likely cost traps (BigQuery scans, Cloud NAT pricing, idle disks/IPs), insecure defaults (default Editor service account, primitive IAM roles), or design flaws (lack of partitioning, poor VPC layout).
- Building prompts or workflows where the agent must explain trade-offs between GCP options (e.g., gen1 vs gen2 Cloud Functions, global vs regional load balancers, GKE Autopilot limits).
**Key risks / limitations**
- **Static guidance:** This is a curated ruleset, not a live integration with GCP APIs; it cannot inspect your actual projects or verify current resource configurations.
- **Potential staleness:** GCP evolves quickly; while the rules read as accurate and modern, they may drift over time (e.g., service limits, pricing nuances, new features) and should be periodically validated against current docs.
- **Not for beginners:** The content assumes familiarity with GCP concepts (VPC, IAM, Cloud NAT, Shared VPC, etc.); as a result it’s more useful to intermediate/advanced users and agents than to novices.
**Recommended scenarios**
- Use as a **production sanity-check layer** in agents that design or critique GCP architectures, Terraform modules, or deployment plans.
- Use as a **cost and security advisory skill** in internal tooling where agents suggest improvements to existing GCP projects.
- Combine with other skills that can actually read or modify infrastructure (Terraform, CI/CD, or GCP API integrations) so this skill acts as a best-practices brain, not an executor.
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