Skills for Real Engineers. Straight from my .agents directory.
ai-mvp-validation
Agent skill fromhuaxialucaicaizi/ai-startup-skills
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.
How to install ai-mvp-validation
npx skills add huaxialucaicaizi/ai-startup-skills# or add only this skill to Claude Code: copy the folder
skills/ai-mvp-validation/
# into
~/.claude/skills/ai-mvp-validation/ (all projects)
.claude/skills/ai-mvp-validation/ (one project)
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