Normal AI usage
Prompt → Answer → Copy → Repeat
Stop using AI as isolated chat. Build a system that works with you.
AI models will keep changing. The durable advantage is how you structure your work around them.
AI access will become common. The advantage comes from the system you build around AI.
Explore the three editions ↓AI Operator workflow
Goal → Context → Decompose → AI / Agents → Verify → Decide → Execute → Capture workflow → Reuse
Explore the three editions
AI User → AI Power User → AI Operator → AI System Builder
AIOP / FREETurn one idea into a clear next step.
A low-friction entry point for non-coders to validate an idea, define a small MVP, and learn from a first real-world signal.
HK$0 · verified public downloadv1.0.0
View FREEAIOP / PLUSTurn ideas into validated, launch-ready products with AI.
The main commercial workflow for opportunity research, demand validation, positioning, MVP, AI-assisted build planning, launch, promotion, and measurement.
HK$59 · Preview checkout when configuredv1.0.0
View PLUSAIOP / PROBuild your personal AI operating system.
An advanced operator system for atomic Codex tasks, context handoffs, adversarial QA, release gates, portfolio allocation, and workflow compounding.
HK$159 · Preview checkout when configuredv1.0.0
View PROThe system compounds as you use it
Each edition exposes only the stages supported by its actual package.
- 01
Diagnose the current state
- 02
Find the biggest uncertainty
- 03
Say what not to do yet
- 04
Route to the right workflow
- 05
Define the highest-leverage action
One product family, three operating levels
| Capability | FREE | PLUS | PRO |
|---|---|---|---|
| AI operator level check | Included | — | — |
| Idea validation lite | Included | — | — |
| Demand validation | — | Included | Included |
| MVP definition | Included | Included | Included |
| Launch lite | Included | — | — |
| Positioning and psychology | — | Included | Included |
| AI build planning | — | Included | Included |
| Launch and distribution | — | Included | Included |
| Social promo factory | — | Included | Included |
| Metrics and feedback | — | Included | Included |
| Atomic task execution | — | — | Included |
| Context and handoff | — | — | Included |
| Adversarial quality verification | — | — | Included |
| Release gates | — | — | Included |
| Portfolio allocation | — | — | Included |
| Workflow compounding | — | — | Included |
Source and delivery boundary
The latest Gmail source package was inspected. The verified FREE v1.0.0 ZIP is public; PLUS and PRO use Stripe test checkout and protected Preview delivery only when the required server configuration and private Blob assets are present. Live checkout remains disabled.
Current v1 validation pricing: FREE HK$0 · PLUS HK$59 · PRO HK$159. Prices may change for future buyers.
Paid source files stay outside the public repository. Preview delivery is server-verified and short-lived; it is not a permanent customer library or live commerce activation.