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Discover and validate product ideas, analyze markets, scope MVPs, and optimize app store presence for iOS/macOS apps.
Passed 5 of 10 test cases with the skill, and 7 of 10 without it.
1 fixed9 passed either way5 still failing7 broke
Tokens, turns and time describe resource use, not a dollar price.
A test case the skill fixed. Same model, same prompt, with and without the skill.
I want to validate an idea for an offline expense splitter app for travel groups, but I haven't specified a target platform yet. What default platform ecosystem context should be assumed for analysis?
| Checked | Without skill | With skill |
|---|---|---|
| Assumes iOS/macOS as the default target platform. | Missed | Passed |
The instructions your model reads when the skill loads.
Product Agent validates iOS/macOS app ideas by analyzing problems, markets, and competition. It provides honest, structured assessments to help you decide whether to build.
Use this Skill when the user wants to:
This skill performs structured product analysis using reasoning and web research. No external tools required — Claude analyzes the idea directly and researches the market via WebSearch/WebFetch.
When the user provides an app idea, perform the Problem Discovery Analysis below and present the results.
If the user hasn't provided enough detail, ask:
For each idea, analyze and produce these fields:
One-sentence description of the core problem the app solves.
Who experiences this problem most acutely? Be specific about demographics, roles, and context.
List 4-8 specific, concrete pain points users experience today. Each should be observable and verifiable.
test cases passed, vs 7 / 10 without
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