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ai-mvp-validation

90 / 100 · Low risk

Fine to try.

By huaxialucaicaizi/ai-startup-skills (GitHub) · coding · 925 stars · scanned at commit b04c110

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.

Works with any agent that supports SKILL.md skills.

What this skill can do

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'ai-mvp-validation' ] || [ -L ~/.agents/skills/'ai-mvp-validation' ]; then echo 'A skill folder named ai-mvp-validation already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/huaxialucaicaizi/ai-startup-skills' "$d" && git -C "$d" checkout --quiet 'b04c110beb4435ae2f496541c73de3b904c8f61b' -- 'skills/ai-mvp-validation' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/ai-mvp-validation' ~/.agents/skills/'ai-mvp-validation' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'ai-mvp-validation' ~/.claude/skills/'ai-mvp-validation' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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