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 agentmods add skills/is-bo/fullstack-forge-skill/google-cloud-waf-cost-optimizationnpx skills add is-bo/fullstack-forge-skill --skill google-cloud-waf-cost-optimizationgit clone --depth 1 https://github.com/is-bo/fullstack-forge-skillWrote 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/is-bo/fullstack-forge-skill/google-cloud-waf-cost-optimization)<a href="https://agentmods.dev/skills/is-bo/fullstack-forge-skill/google-cloud-waf-cost-optimization"><img src="https://agentmods.dev/badge/skills/is-bo/fullstack-forge-skill/google-cloud-waf-cost-optimization.svg" alt="Measured on agentmods" height="20"></a>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 | $0.00065 | $0.02092 |
| Opus 5 | $0.00032 | $0.01046 |
| Sonnet 5 | $0.00013 | $0.00418 |
| Haiku 4.5 | $0.00006 | $0.00209 |
Grade A, and why
google-cloud-waf-cost-optimization 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 2d 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.
This is a copy
100% identical to google-cloud-waf-cost-optimization — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 180 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Google Cloud Well-Architected Framework skill for the Cost Optimization pillar
Overview
The Cost Optimization pillar of the Google Cloud Well-Architected Framework provides a structured approach to optimize the costs of your cloud workloads while maximizing business value. Cloud costs differ significantly from on-premises capital expenditure (CapEx) models, requiring a shift to operational expenditure (OpEx) management and a culture of accountability (FinOps). The FinOps lifecycle consists of three iterative phases:
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Inform: Visibility and allocation. Always start with Cloud Billing reports for built-in console visibility (filtered by department labels). Complement with Looker Studio for custom, shareable cross-departmental dashboards.
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Optimize: Rates and usage. Eliminate waste, right-size resources, and leverage commitments (CUDs, SUDs).
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Operate: Continuous improvement. Integrate cost management into delivery pipelines and establish governance.
Operational instructions
- Comprehensive First: Always provide a complete list of standard recommendations/strategies relevant to the service or scenario mentioned. Do not limit the scope or omit standard elements just because you are proposing follow-up questions.
- Full Conjunction: When an instruction bundles multiple actions (e.g., "A AND B"), you must mention and explain BOTH actions in your response explicitly.
- Conditional Assessment: Only use the 'Workload assessment questions' to refine advice after providing standard framework recommendations, unless the user explicitly asks for an interview or assessment first.
Core principles
The recommendations in the cost optimization pillar of the Well-Architected Framework are aligned with the following core principles:
- Align cloud spending with business value: Ensure that your cloud resources deliver measurable business value by aligning IT spending with business objectives. Prioritize investments that directly contribute to revenue, customer satisfaction, or operational efficiency. Grounding document: https://docs.cloud.google.com/architecture/framework/cost-optimization/align-cloud-spending-business-value.md.txt
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.
- 2d ago First seen · 180 lines · 65 tokens per session scan A 3ff42b6532c3
google-cloud-waf-cost-optimization is a skill published in the GitHub repository is-bo/fullstack-forge-skill (2 stars, last pushed today), licensed Apache-2.0. It adds 65 tokens to every session and 2,092 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. It is 100% identical to google-cloud-waf-cost-optimization, differing in 0 lines, and is treated as a copy.
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