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/quantumbyteoss/quantumbyte/business-requirementsnpx skills add QuantumByteOSS/quantumbyte --skill business-requirementsgit clone --depth 1 https://github.com/QuantumByteOSS/quantumbyteWrote 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/quantumbyteoss/quantumbyte/business-requirements)<a href="https://agentmods.dev/skills/quantumbyteoss/quantumbyte/business-requirements"><img src="https://agentmods.dev/badge/skills/quantumbyteoss/quantumbyte/business-requirements.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 | $0.00121 | $0.00893 |
| Opus 5 | $0.00060 | $0.00447 |
| Sonnet 5 | $0.00024 | $0.00179 |
| Haiku 4.5 | $0.00012 | $0.00089 |
Grade A, and why
business-requirements 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 4d 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 — 70 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Business Requirements
The harness checks the finished app against a list of business requirements and gives a ship / do-not-ship decision. Those requirements live in the app repo as a single JSON file:
_doc/business-requirements.json
It is a JSON array; each entry is one requirement:
{
"id": "no-checkout-when-closed",
"excerpt": "No buying from a closed store.",
"description": "A customer cannot check out when the selected outlet is closed.",
"type": "explicit",
"severity": "critical"
}
Field rules:
id— stable kebab-case slug. Reuse the existing id when editing a requirement (never renumber). Only mint a new kebab-case id for a genuinely new requirement.excerpt— a tiny glance-line, ideally under ~8 words, clearly shorter thandescription.description— the requirement in explain-like-I'm-five language: short sentences, everyday words, as if explaining to someone with zero technical background. Describe what a person or the business experiences — never code, functions, APIs, endpoints, databases, schemas, tables, or frameworks. If you catch yourself naming a technical thing, rephrase it as what the user or business experiences.- Good: "A customer cannot check out when the selected outlet is closed."
- Good: "Loyalty points are only awarded after an order is completed, never when it is cancelled."
- Bad: "The /checkout endpoint validates outlet.is_open before creating the order."
type—"explicit"when the user asked for it directly,"hidden"when it is implied by the product category but not stated (e.g. preventing double rewards, blocking orders to a closed outlet).severity—"critical","high","medium", or"low", by business impact if unmet. Onlycriticalrequirements block the ship gate; the rest surface as warnings.
How to edit (MANDATORY steps)
Requirements are normally auto-derived from _doc/product-overview.md. To make a hand edit
stick — so the next auto-derivation does not overwrite it — you MUST do BOTH:
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.
- 4d ago First seen · 70 lines · 121 tokens per session scan A 67fd6e1b13b3
business-requirements is a skill published in the GitHub repository QuantumByteOSS/quantumbyte (321 stars, last pushed yesterday), licensed Apache-2.0. It adds 121 tokens to every session and 893 once invoked, about $0.0006 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 2026-08-30.
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