AI Practice Knowledge BaseAI Self-Growth System
Final Manifesto
PremiumAction is the true start button of the growth system.
Final Manifesto: Close the Book, Go Build
"Knowledge is not power. Action is."
What you will get in this chapter
- A minimum viable action system (MVS)
- 7-day launch SOP
- Verifiable action metrics
One-sentence definition
The only truth = Build.
Read and do nothing, and nothing happens.
Minimum viable action system (MVS)
| Step | You need | Acceptance result |
|---|---|---|
| Problem selection | One clear pain point | Describe in one sentence |
| MVP launch | A usable page/tool | Go live within 48 hours |
| Distribution channel | One reachable channel | 100 impressions |
| Conversion action | Subscribe/pay/book | First conversion |
Qualified signal: complete one "launch" within a week.
7-day launch SOP (standard process)
- Day 1: pick the problem -> write one-sentence problem
- Day 2-3: build MVP -> usable is enough
- Day 4: go live -> domain + deploy
- Day 5: first release -> post to one channel
- Day 6: collect feedback -> real user feedback
- Day 7: iterate -> fix 1 key issue
Core metrics (must track)
Definition (default):
- Time window: unless stated otherwise, use the last 7 days rolling.
- Data source: use one trusted source (GA4/GSC/platform console/logs) and keep it consistent.
- Scope: only the current product/channel, exclude self-tests and bots.
| Metric | Meaning | Pass line |
|---|---|---|
| Time-to-Launch | Idea to launch | <= 7 days |
| First User | First real user | within 7 days |
| First Conversion | First subscription/payment | within 14 days |
| Feedback Count | Valid feedback count | >= 5 |
| Iteration Cadence | Iteration cadence | at least 1/week |
Acceptance checklist
A clear problem is written down
A usable MVP page is completed
The first release is completed
Common mistakes
- Overthinking -> never launch
- Over-polishing -> miss the window
- No feedback -> lose direction
Summary
Key takeaways
1. Action is the only progress bar.
2. Launch first, optimize later.
3. A small step each week, and the system takes shape.
Final chapter
Close the book and build. The system will not happen by itself, but it rewards builders.
Keep Building.
(End of Book)