mastermind-product-intake

mastermind-product-intake is a skill for Codex from xcrft/mastermind. It costs 66 tokens per session (1,177 once invoked), scanned A, original, MIT.

A planning step that converts a product requirements document, ticket, or feature request into testable task requirements. It separates observable behaviour, limits, and desired business results.

In plain words
What is it for?
Use it when handing product work to developers or coding agents, especially when requirements mention performance limits or success metrics.
Why use it?
Product documents explain why something should be built, but may not say how to verify it. This exposes missing cases and turns behaviour into acceptance criteria.

Skill for Codex

Written for Codex: agents/openai.yaml present.

Good fit Use it when handing product work to developers or coding agents, especially when requirements mention performance limits or success metrics.

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Install with agentmods
npx agentmods add skills/xcrft/mastermind/mastermind-product-intake
Install

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.

Any agent
npx skills add xcrft/mastermind --skill mastermind-product-intake
Clone the repo
git clone --depth 1 https://github.com/xcrft/mastermind

Made for: Codex.

Wrote 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.

agentmods badge for mastermind-product-intake

README.md
[![agentmods](https://agentmods.dev/badge/skills/xcrft/mastermind/mastermind-product-intake.svg)](https://agentmods.dev/skills/xcrft/mastermind/mastermind-product-intake)
Your own site
<a href="https://agentmods.dev/skills/xcrft/mastermind/mastermind-product-intake"><img src="https://agentmods.dev/badge/skills/xcrft/mastermind/mastermind-product-intake.svg" alt="Measured on agentmods" height="20"></a>
Per session 66 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,177 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00066 $0.01177
Opus 5 $0.00033 $0.00589
Sonnet 5 $0.00013 $0.00235
Haiku 4.5 $0.00007 $0.00118

Measured 8d ago against content hash 168756bff22b, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

mastermind-product-intake 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 8d 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.

skills/workflow/mastermind-product-intake/SKILL.md · 136 lines

How it starts

The opening of the file, as written. The whole thing — 136 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Mastermind product intake

A PRD is written to decide whether to build something. A task contract is written to check whether it was built. They are different documents, and pasting the first into the second produces acceptance criteria that no gate can fail.

This is a planning step. It converts; it does not implement, and it does not judge whether the work is worth doing.

Name the source

Record the PRD, ticket, or document with a stable reference — an ID or a URL, not a title. "Per the spec" is unauditable: a product doc that moved on cannot be told apart from an implementation that drifted.

Sort every statement into three piles

This is the whole job, and most of the value is in refusing to blur them.

Behaviour — what the system does, observable at merge time. "An archived invoice is excluded from the export." This becomes acceptance criteria.

Constraint — a bound the behaviour must respect. "The export completes within 30 seconds for 10,000 invoices." This becomes a criterion only if you also name how it is measured. Unmeasured, it is decoration that reads like rigour.

Outcome — why the work exists. "Reduce support tickets about missing invoices." This is never acceptance criteria. It cannot fail at merge time, it resolves weeks later in production if anyone looks, and putting it in the contract means a mechanical gate marks it satisfied while nobody has measured anything.

A criterion that cannot fail on the day the change lands belongs in the outcome section, no matter how central it is to the PRD.

Resolve the nouns

Product writing names things: invoice, export, workspace, role, plan. Search each one before assuming it is new.

mmcg_search Invoice
mmcg_search exportInvoices
mmcg_api_surface src/billing/

A feature that reads as new is usually mostly existing surface with a gap in the middle. Say which nouns already exist as symbols, which exist under a different name, and which are genuinely new — that distinction changes the scope, the risk, and often the mode.

Read the full file on GitHub · 136 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

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.

  1. 8d ago First seen · 136 lines · 66 tokens per session scan A 168756bff22b

Subscribe to this mod's changes

mastermind-product-intake is a skill published in the GitHub repository xcrft/mastermind (11 stars, last pushed today), licensed MIT. It adds 66 tokens to every session and 1,177 once invoked, about $0.0003 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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