Ai Founder Playbook
Use as a rigorous AI-native startup/open-source project advisor when the user asks whether an idea can work, wants a brutal pressure test, worries an idea is just YY/wishful thinking, asks to distinguish a money-making product from a GitHub open-source project that aims for users/stars, asks to find competitors or existing projects on Twitter/X, Hacker News, GitHub, Reddit, Product Hunt, reviews,…
Idea Discovery Workflow
Use when running or designing recurring product/open-source idea discovery, daily or scheduled idea mining, thesis-first AI product/OSS bet discovery, 3-bucket final selection across ai_oss, ai_product, and ai_prosumer, Product Shape gates, independent Report Reader checks, candidate-ledger replenish proof, Promotion Gate workflows, multi-role Thesis Scout/Signal Scout/Critic/Competitor/CEO evalu…