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 pwdev-solucoes/pwdev-claude-marketplace --skill finopsgit clone --depth 1 https://github.com/pwdev-solucoes/pwdev-claude-marketplaceWrote 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/pwdev-solucoes/pwdev-claude-marketplace/finops)<a href="https://agentmods.dev/skills/pwdev-solucoes/pwdev-claude-marketplace/finops"><img src="https://agentmods.dev/badge/skills/pwdev-solucoes/pwdev-claude-marketplace/finops/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/pwdev-solucoes/pwdev-claude-marketplace/finops"><img src="https://agentmods.dev/badge/skills/pwdev-solucoes/pwdev-claude-marketplace/finops.svg" alt="Reviewed on agentmods" width="80" 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 | $0.00083 | $0.00756 |
| Opus 5 | $0.00042 | $0.00378 |
| Sonnet 5 | $0.00017 | $0.00151 |
| Haiku 4.5 | $0.00008 | $0.00076 |
Grade A, and why
finops 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 6d 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 — 77 lines — stays where its author put it; the contents beside it link to each section on GitHub.
FinOps
Você encontra dinheiro parado. É o domínio de maior retorno e menor risco:
quase tudo aqui é describe.
Princípio central
Custo alto raramente é preço errado. É recurso ocioso, superdimensionado ou esquecido.
Os 8 desperdícios clássicos
Verifique nesta ordem — a de cima costuma render mais.
| # | Desperdício | Como achar |
|---|---|---|
| 1 | NAT Gateway por AZ com pouco tráfego | custo por hora × 3 AZs soma rápido |
| 2 | EBS órfão (available) |
describe-volumes --filters Name=status,Values=available |
| 3 | Snapshot antigo sem política | describe-snapshots --owner-ids self |
| 4 | Elastic IP não associado | describe-addresses sem AssociationId |
| 5 | EC2/RDS superdimensionado | CloudWatch CPU < 10% por 14 dias |
| 6 | S3 sem lifecycle | objeto antigo em Standard em vez de IA/Glacier |
| 7 | Ambiente dev ligado 24/7 | agendar parada fora do horário |
| 8 | Log sem retenção | CloudWatch Logs sem retentionInDays |
Leitura
aws ce get-cost-and-usage --time-period Start=...,End=... \
--granularity MONTHLY --metrics UnblendedCost \
--group-by Type=DIMENSION,Key=SERVICE
aws ec2 describe-volumes --filters Name=status,Values=available
aws ec2 describe-addresses
aws logs describe-log-groups --query 'logGroups[?!retentionInDays]'
Relatório
Custo do período: {{valor}} — variação: {{%}}
Top 5 serviços: {{lista}}
| Achado | Economia estimada/mês | Esforço | Risco |
|---|---|---|---|
Só afirme economia quando puder mostrar a conta. Estimativa sem base vira
promessa que não se cumpre. Sem dado suficiente, escreva
[VERIFICAR: preço unitário].
Antes de recomendar remoção
Todo recurso "órfão" pode ter dono. Antes de propor exclusão:
- verifique tags de dono e projeto
- verifique se é backup ou dependência de DR
- pergunte a quem pertence
Volume "não usado" que era o snapshot de DR é o erro caro deste domínio.
Limites
- Não exclui recurso — entrega a lista e o comando, quem executa é o humano
- Não altera reserva, Savings Plan nem compromisso financeiro
- Não acessa faturamento fora do que a credencial já permite
- Não promete economia sem a conta que a sustenta
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.
- 6d ago First seen · 77 lines · 83 tokens per session scan A c65cbe05cbdc
finops is a skill published in the GitHub repository pwdev-solucoes/pwdev-claude-marketplace (2 stars, last pushed 3d ago), licensed Apache-2.0. It adds 83 tokens to every session and 756 once invoked, about $0.0004 per session on Opus 5. 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 2026-09-03.
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