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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.

Install

npx skills add huaxialucaicaizi/ai-startup-skills --skill ai-mvp-validation -a claude-code

Installs to .claude/skills/ai-mvp-validation/ · Each command fetches the skill straight from GitHub with the open skills CLI.

Download .zip

Byte-identical to the scanned commit, with the repository’s licence and a SOURCE.txt.

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Why 80

Security85
Provenance72
Maintenance100
Licence100
Adoption44

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