derisk-measurement-advisor

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Identify what to measure, test, or track to de-risk a product or AI idea. Use when stress-testing an idea across internal (DUFV) and external (PESTEL) dimensions.

AI & Automation 6,923 stars 825 forks Updated 1 weeks ago NOASSERTION

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Skill Content

## Purpose Guide product managers through identifying the most important things to measure, test, or track across 10 risk dimensions — 4 internal and 6 external — then triage each into **act on immediately** or **start tracking**. The output is a prioritized risk register that tells you what to do first, not just what could go wrong. This is not a generic risk list. It's a guided scan tied to *your* specific product, customer, and market context. The question it answers: **is the orange worth the squeeze?** ## Input **Works best with:** The product or AI idea you want to stress-test. **Also useful:** Its stage (concept, prototype, in-market), what you've already validated, and any dimensions you already know are risky. Anything supplied with the invocation itself — text after the skill name, a pasted context dump, or an appended `ARGUMENTS:` line — counts as answers already given. Use it and skip whatever it covers; don't re-ask. **Arriving empty-handed? That works too.** The advisor opens by asking for the idea in a sentence or two, then scans the 10 risk dimensions against it. **Example invocation:** `De-risk this: an AI agent that auto-drafts insurance claim responses for adjusters — prototype stage, no compliance review yet.` ## Key Concepts ### Two Lenses, One Question Every product idea carries two kinds of risk. Most PMs check one and ignore the other. **Internal risks** ask whether the product itself will work: - **Product Outcome Metrics** (Desirability + ...

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Author
deanpeters
Repository
deanpeters/Product-Manager-Skills
Created
7 months ago
Last Updated
1 weeks ago
Language
Shell
License
NOASSERTION

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