Revenue-First Solofounder Studio

A solofounder studio using layered agent orchestration to identify, validate, build, and scale revenue-driven products with strict stage-gated governance.

A complete system for seeking revenue through disciplined stage-gated autonomy.

Architecture

8 Layers

1. Signal Mesh - Collect market signals from X, Reddit, RSS, changelogs
2. Commercial Extraction - Score pain severity and money signals
3. Opportunity Graph - Build market structure from signals
4. Cofounder Council - 7-agent decision making (CEO, PM, Skeptic, Economics, Monetization, Distribution, Research)
5. Revenue Lab - Validate pricing, offers, and channels before build
6. Build Studio - Ship narrow wedges with telemetry
7. Launch Loop - Outbound, content, and demo execution
8. Portfolio Allocator - Kill/pause/scale decisions

Key Principles

• Revenue-first - No build without monetization + distribution signoff
• Stage-gated - 7 stages from Observe to Scale/Kill, no skipping
• Parallel orchestration - Spawn 40+ agents for speed
• Memory continuity - Write-ahead logging for restart resilience
• Governance - Hard rules, approval gates, audit trails

Quick Start

# Spawn signal collection
openclaw spawn "collect market signals from X and Reddit"

# Run council review
openclaw spawn "run council review on thesis-001"

# Validate revenue hypothesis
openclaw spawn "create validation landing page for thesis-001"

Output Files

Located in revenue-studio/:

• QUICKSTART.md - Operator's guide
• portfolio/thesis-001.md - First validated thesis
• council/ - 7 decision frameworks
• revenue-lab/ - Pricing, conversion, offer frameworks
• governance/ - Rules, stage-gates, approvals
• signals/ - Market intelligence
• scoring/ - RWOS calculator

Thesis Scoring

Revenue-Weighted Opportunity Score (RWOS):

RWOS = Pain × Frequency × Buyer Density × Purchase Intent ×
       Speed-to-$ × Retention × Margin × Distribution × Expansion
       − Penalties

Decision bands:

• 0-20: PASS
• 21-35: WEAK
• 36-50: MODERATE
• 51-65: STRONG
• 66-80: EXCELLENT
• 81-100: EXCEPTIONAL