Individual skill

ai-mvp-validation

Use when a founder (especially a one-person company / 一人公司) wants to validate an AI product idea or MVP (AI 工具、AI 应用、Agent) before building further, writing a BP, or applying for policy support or investment. Combines desk research and user interviews with Meta (Facebook/Instagram) ad tests on a landing page or waitlist, checks AI-specific risks (model-native overlap, inference cost, compliance), and gives a continue/adjust/stop conclusion that feeds the BP.

skills/ai-mvp-validation/SKILL.md

Source commit 8ffe252338665679586ba579257a9238821e4782

What was checked

Matches the observed repository HEAD

Yes

Scanner rules are current

No

Repository scan complete

Yes

Skill scan complete

Yes

Observed behavior

Not checked yet

Last checked

Nov 11, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

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