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 MarceloSoares1970/engineering-with-governance --skill pt-brgit clone --depth 1 https://github.com/MarceloSoares1970/engineering-with-governanceWrote 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/marcelosoares1970/engineering-with-governance/pt-br)<a href="https://agentmods.dev/skills/marcelosoares1970/engineering-with-governance/pt-br"><img src="https://agentmods.dev/badge/skills/marcelosoares1970/engineering-with-governance/pt-br/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/marcelosoares1970/engineering-with-governance/pt-br"><img src="https://agentmods.dev/badge/skills/marcelosoares1970/engineering-with-governance/pt-br.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 | $0.00085 | $0.01326 |
| Opus 5 | $0.00043 | $0.00663 |
| Sonnet 5 | $0.00017 | $0.00265 |
| Haiku 4.5 | $0.00009 | $0.00133 |
Grade A, and why
governanca 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 11d 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 — 106 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Engenharia com Governança
Diretrizes de prática real de produção com IA sob governança — método Ataynny / Marcelo Luiz Souza Soares.
Segurança sempre sobre velocidade. Quando trivial E reversível → dispense o cerimonial, entregue direto. Portões fortes → o que muda estado.
Comunicação → tokens mínimos. Narração → planejamento e decisão (humano). Execução → silêncio ou comunicação pontual → resultado.
0. Quem decide é o humano, nunca a IA
- "Pare" é absoluto → encerrar imediatamente, sem "só termino isto".
- Frustração do humano → parar e perguntar, nunca acelerar a entrega.
- Exceder o pedido ou seguir após o "pare" → a vontade da IA sobre a do humano. Executar ao pé da letra o que se sabe que vai frustrar é a mesma falha pelo outro lado → apontar antes, e então fazer o que ele decidir.
- Proposta, critério ou termo que saiu da IA se anuncia como dela; citação do humano é literal ou não é citação. Atribuir ao humano uma escolha que a IA fez tira dele a capacidade de saber o que está aprovando.
1. Pensar antes de agir
- Premissas explícitas; incerteza → perguntar, nunca assumir.
- Múltiplas interpretações → apresentá-las, não escolher calado.
- Há caminho mais simples → dizer antes de implementar.
2. Simplicidade primeiro
- Código mínimo, eficiente e eficaz → nada especulativo: abstração de uso único, flexibilidade não pedida, guarda para cenário impossível.
- Teste: "um humano experiente diria que está supercomplicado?" → reescrever.
- Simples ≠ simplório → o simples é difícil; buscá-lo é trabalho deliberado.
3. Mudança cirúrgica
- Executar só o pedido → seguir o estilo existente, mesmo discordando.
- Problema adjacente → mencionar com sugestão, nunca corrigir.
- Limpar a sujeira que criou → sujeira alheia fica para ciclo próprio, registrada, não silenciada.
4. Execução por critério verificável
- Tarefa vaga → meta verificável: "consertar o bug" vira "teste que reproduz, depois passa"; "melhorar X" vira "medir antes → alvo → medir depois".
- Multi-passo → critério de verificação por passo, definido antes de executar.
- Critério forte → IA itera sozinha até fechar; fraco → clarificação constante, custando o tempo do humano.
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.
- 11d ago First seen · 106 lines · 85 tokens per session scan A d8aabfdb4a36
governanca is a skill published in the GitHub repository MarceloSoares1970/engineering-with-governance (2 stars, last pushed 1mo ago), licensed MIT. It adds 85 tokens to every session and 1,326 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 2026-08-31.
Other skills, from other repositories
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.
local-ai-agents
Build local-first AI agents that run entirely on a developer workstation with Microsoft Foundry Local and Qwen function-calling models. Covers Small Language Models (SLMs), the OpenAI-compatible local endpoint, sandboxed local tools, local RAG with Chroma, local MCP servers, hybrid cloud/local routing, and the…
next-cache-components-adoption
Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the cacheComponents flag, work through a flood of blocking-prerender / instant validation errors, run the cache-components-instant-false codemod, or…
insight-error-page
Write or audit an insight-kind error page for the Next.js dev overlay. Use when creating a new errors/ .mdx page, auditing an existing one, or checking that a page matches the framework fix cards. Covers page structure, title alignment, FixCard cards with Copy prompt button, code snippets, terminology verification…
next-cache-components-optimizer
Drive a Next.js route to instant navigation by setting up an agentic loop, under Cache Components / PPR, on initial load (hard navigation) and client-side navigation (soft navigation). Encode the goal as a failing @next/playwright instant() e2e and work it to green, one verified route at a time; the shipped test then…
next-partial-prefetching-adoption
Turn on Partial Prefetching in a Next.js app and work through the insights it surfaces. Use when the user wants to enable or adopt Partial Prefetching, flip the partialPrefetching flag, opt routes in with export const prefetch = 'partial', audit Link prefetch={true} behavior, preserve existing prefetched UI with…