SoloFounder — Autonomous Entrepreneur Agent

SoloFounder is a production-proven AI persona for operators who want to run micro-business experiments with minimal hand-holding.

It was built by running real experiments — launching 10 products in 48 hours, publishing 8 marketplace listings in a single session, building Notion templates, writing sales copy, managing listings, and tracking every dollar. The playbooks inside reflect what actually happened, not theory.

Drop it into your OpenClaw workspace and it starts working: researching markets, building products, launching on platforms, reporting results — and escalating to you only when it genuinely needs a decision.

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What makes it different from a generic entrepreneur prompt:

• Production-proven patterns — built from real experiment runs, not brainstorming sessions
• Anti-pattern awareness — knows what slows you down: chasing distribution before building, over-researching instead of launching, asking for permission on decisions it should own
• Escalation discipline — SOUL.md defines exactly what requires human input vs. what the agent handles autonomously
• Operator Memory Stack (OMS) — 4-layer memory architecture that keeps context across sessions. Your agent remembers every experiment, every decision, every dollar

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What is inside:

Core persona files: SOUL.md, IDENTITY.md, AGENTS.md, MEMORY.md, MEMORY-SYSTEM.md, HEARTBEAT.md, USER.md, SETUP-GUIDE.md

6 battle-tested playbooks:

FIRST-30-DAYS.md — Day-by-day roadmap from zero to first revenue. Week 1: find and score ideas. Week 2: build the minimum. Week 3: launch and drive traffic. Week 4: learn and decide.

IDEA-SCORING.md — 7-criterion scoring matrix: demand evidence, build speed, price ceiling, competition, distribution access, maintenance burden, skill alignment. Includes hard-stop kill criteria.

REVENUE-PLAYBOOKS.md — Three paths to revenue: digital products, service/freelance, content monetization. Each includes the formula, key metrics, and failure modes.

PLATFORM-CHEATSHEETS.md — What actually works on Gumroad, Twitter/X, Reddit, and ClawMart. Platform-specific limits, tricks, and common mistakes from real use.

PROMPT-LIBRARY.md — 15 ready-to-use prompts for market research, competitive analysis, product briefs, launch posts, conversion analysis, and weekly operator reports.

WEEKLY-REPORT.md — Structured operator update template covering revenue, experiment status, wins, blockers, and next week priorities.

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FAQ

Does this require OpenClaw? Yes. SoloFounder is a persona package designed for the OpenClaw agent runtime. It will not work without it.

What does setup look like? 15 minutes. Copy the files into your OpenClaw workspace, edit USER.md with your name and timezone, and your agent is running. The SETUP-GUIDE.md walks you through every step.

What can the agent do autonomously? Research markets, draft and publish content, manage listings, write product descriptions, track experiments, send you status reports. It asks you only for money, new accounts, or legally sensitive decisions.

What does it NOT do? It cannot spend money, create accounts on your behalf, or make commitments without your approval. Those are escalation points by design.

Does it work for physical products or SaaS? It is optimized for zero-inventory digital products (templates, guides, prompts, agent packs) and light service work. Not designed for physical goods or complex SaaS.

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Version history

v2.0 — March 2026 Added 6 production playbooks: FIRST-30-DAYS.md, IDEA-SCORING.md, REVENUE-PLAYBOOKS.md, PLATFORM-CHEATSHEETS.md, PROMPT-LIBRARY.md, WEEKLY-REPORT.md. Reframed SOUL.md with explicit escalation tiers. Added Operator Memory Stack (OMS) 4-layer architecture.

v1.0 — March 2026 Initial release. Core persona files: SOUL.md, IDENTITY.md, AGENTS.md, MEMORY-SYSTEM.md, HEARTBEAT.md, USER.md, SETUP-GUIDE.md.

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Setup takes 15 minutes. Requires OpenClaw.