chore: initial monorepo scaffold + WDS Phase 1+2 artifacts

- Nx 22.7 monorepo (pnpm 11.1, TypeScript 5.9, Node 24)
- apps/api: NestJS 11 (CJS conforme CODING-RULES.md PGD-DB-004)
- apps/web: React 19 + Vite 8 (ESM)
- libs/shared/api-interface: Zod contract base
- Docker Compose dev: Postgres 18, Valkey 8, MinIO, Mailpit
- WDS artifacts:
  - design-artifacts/A-Product-Brief/ (5 docs canônicos + 16 dialogs)
  - design-artifacts/B-Trigger-Map/ (hub + 4 personas + feature impact)
- Stack canon: STACK.md v2.2 + CODING-RULES.md v2.0 + brand.md
- AGENTS.md + README.md como entrada para devs/agentes

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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# Step 08: Iterate (Kaizen Never Stops)
## Your Task
Use learnings from this cycle to identify and start the next improvement.
---
## Before You Start
**Ensure you have:**
- ✅ Completed step 07 (impact measured)
- ✅ Impact report created
- ✅ Learnings documented
- ✅ Results shared with team
---
## The Kaizen Philosophy
**改善 (Kaizen) = Continuous Improvement**
```
Ship → Monitor → Learn → Improve → Ship → Monitor → Learn...
You are here!
```
**This cycle never stops!**
**See:** [data/kaizen-principles.md](../data/kaizen-principles.md) for Kaizen vs Kaikaku and core principles
---
## Review Your Learnings
### From Impact Report
**See:** [data/monitoring-templates.md](../data/monitoring-templates.md) for Learnings Documentation template
Key questions:
- What worked?
- What didn't work?
- What patterns are emerging?
- What hypotheses were validated/rejected?
- What new questions arose?
---
## Identify Next Opportunity
**Three sources for next improvement:**
### 1. Iterate on Current Update
If the update was partially successful - refine it.
**See:** [data/monitoring-templates.md](../data/monitoring-templates.md) for "Iterate on Current Update" template
### 2. Apply Pattern to Similar Feature
If the update was successful - apply the pattern elsewhere.
**See:** [data/monitoring-templates.md](../data/monitoring-templates.md) for "Apply Pattern" template
### 3. Address New Problem
From monitoring and feedback - tackle new issues.
**See:** [data/monitoring-templates.md](../data/monitoring-templates.md) for "New Problem" template
---
## Prioritize Next Cycle
**Use Kaizen prioritization:**
### Priority = Impact × Effort × Learning
**See:** [data/monitoring-templates.md](../data/monitoring-templates.md) for Kaizen Prioritization template
---
## Start Next Cycle
**Return to Step 01 with your next opportunity:**
```
[M] Return to Activity Menu — start next cycle with [A] Analyze Product
```
**See:** [data/monitoring-templates.md](../data/monitoring-templates.md) for Kaizen Cycle Log template
---
## Completion
**Phase 8 is complete when:**
- ✅ Improvement identified
- ✅ Context gathered
- ✅ Update designed
- ✅ Delivery created
- ✅ Handed off to BMad
- ✅ Implementation validated
- ✅ Impact measured
- ✅ Next cycle started
**But Phase 8 never truly ends - Kaizen is continuous!**
---
## Next Steps
**You have two paths:**
### Path A: Continue Kaizen Cycle
```
[M] Return to Activity Menu — start next cycle with [A] Analyze Product
Start next improvement cycle
```
### Path B: New Product Feature
```
[N] Return to Phase 4-5 (UX Design & Design System)
Design new complete user flow
Then Phase 4 [H] Handover (Design Deliveries)
```
---
## When to Pause Kaizen
**Kaizen never stops, but you might pause for:**
- Major strategic shift (new product direction, pivot)
- Team capacity (overwhelmed, need to stabilize)
- Measurement period (waiting for data)
**But always return to Kaizen!**
---
## Success Metrics
✅ Learnings reviewed
✅ Next opportunity identified
✅ Prioritization complete
✅ Next cycle started
✅ Cycle log updated
---
## Failure Modes
❌ Not reviewing learnings
❌ Not identifying next opportunity
❌ Stopping after one cycle
❌ Not prioritizing effectively
❌ Scope creep (turning Kaizen into Kaikaku)
---
**Remember:** Great products aren't built in one big redesign. They're built through continuous, disciplined improvement. One cycle at a time. Forever. 改善