Use when an agent expects skills under .agents/skills and needs the AI-Native Founder Playbook for startup idea validation, customer discovery, problem-solution fit, MVP scope, architecture context, PMF/product-market fit, launch operations, GTM, founder bottlenecks, growth loops, data flywheel, scale-stage moat, founder workflows, stage gates, experiments, checklists, prompts, or decision frameworks.
Apply a bilingual, vendor-neutral AI-native startup operating playbook for Claude Code, Codex, Cursor, Trae, OpenClaw, hermers-agent, and other agents. Use for startup idea validation, 创业想法验证, customer discovery, problem-solution fit, MVP scope, architecture context, PMF/product-market fit/产品市场匹配, agentic coding debt, launch operations, GTM, founder bottlenecks, growth loops/增长闭环, enterprise readiness, data flywheel, scale-stage moat, workflow lock-in, founder workflows, stage gates, experiments, checklists, prompts, or decision frameworks.