# RevitMCPBridge2026 - Path to Weber Level 5 Autonomy

**Created**: 2025-11-24 (Session 58)
**Goal**: Autonomous CD Production for Weber Standard Jobs
**Current Level**: 2.7 (Crawling Stage)

---

## The Vision: Weber Level 5

> "For Weber standard jobs (FL multi-family, single-family residential), the AI can produce 90% of the CD set from a program + site + style, requiring only:
> - Design approval at key gates
> - Edge case handling
> - Final QA
> - Permit response support"

---

## Current Position

### Level 2.9 - Workflow Knowledge Complete, Testing Needed

**What Works:**
- [x] 423 MCP methods (100% API coverage)
- [x] Model-to-model transfer (927 types, 1914 instances)
- [x] Element creation (walls, doors, windows)
- [x] Sheet pattern recognition (5 systems, 11 firms)
- [x] Smart dialog handling
- [x] **Workflow knowledge files** (DD→CD, Model Transfer)
- [x] **Error recovery patterns documented**
- [x] **Retry strategies defined**

**What's Missing:**
- [ ] Testing with real workflows
- [ ] Measured success rates
- [ ] Refinement based on test results

---

## The Journey

```
Level 2.7 ──────> Level 3 ──────> Level 4 ──────> Level 5
(Now)           (Near-term)    (Mid-term)      (Goal)
Crawling        Walking        Running         Flying

~Session 58     ~Session 65    ~Session 120    ~Session 200
```

---

## Level 3: Workflow Automation

**Target**: Sessions 59-65 (3-5 sessions)
**Milestone**: DD → CD workflow runs with single command

### Success Criteria
- [ ] Single command triggers full workflow
- [ ] 70% output correct without intervention
- [ ] Automatic retry on failures
- [ ] Checkpoint/resume capability
- [ ] Time to first QA pass < 30 minutes

### Three Target Workflows

| Workflow | Priority | Readiness | Sessions |
|----------|----------|-----------|----------|
| DD Model → CD Set | HIGH | 80% | 3-5 |
| PDF → Revit Model | LOW | 20% | 15-20 |
| Comments → Resubmit | MEDIUM | 30% | 10-15 |

### Level 3 Components to Build
1. **Workflow Orchestrator** - Task queue + dependencies
2. **Retry Wrapper** - Exponential backoff
3. **Checkpoint System** - Save/resume progress
4. **Validation Layer** - Pre-flight checks
5. **Error Classification** - Know what failed and why

---

## Level 4: Project Autopilot

**Target**: Sessions 66-120 (50-60 sessions)
**Milestone**: AI runs most of project lifecycle for standard jobs

### Success Criteria
- [ ] Proposes layout options from program
- [ ] Continuous code compliance checking
- [ ] Automatic warnings and suggested fixes
- [ ] Decision logging with reasoning
- [ ] Learn from user corrections

### Level 4 Components to Build
1. **Rule Engine** - FBC checks, egress, corridors
2. **Layout Generator** - Options from program
3. **Continuous Validation** - Check during creation
4. **Feedback Loop** - Learn from corrections
5. **Decision Logger** - Track all changes

---

## Level 5: Weber Autonomy

**Target**: Sessions 120-200 (80+ sessions beyond Level 4)
**Milestone**: 90% CD production for standard jobs

### Success Criteria
- [ ] Program + site + style → complete model
- [ ] Continuous code compliance
- [ ] Self-correction on common issues
- [ ] Multi-step planning without intervention
- [ ] Quality matches human output

### Level 5 Components to Build
1. **Project Planner** - Break tasks automatically
2. **Self-Correction** - Detect and fix errors
3. **Quality Assurance** - Self-checking
4. **Style Learning** - Match firm standards
5. **Edge Case Handling** - Know when to ask

---

## Progress Tracking

### Milestones Achieved

| Date | Session | Milestone | Level |
|------|---------|-----------|-------|
| 2025-11-21 | 55 | 100% MCP Methods | 2.0 |
| 2025-11-21 | 57 | Sheet Patterns Complete | 2.3 |
| 2025-11-24 | 58 | Model Transfer Working | 2.7 |
| 2025-11-24 | 59 | Workflow Knowledge Complete | 2.9 |
| TBD | ~60-62 | DD→CD Workflow Tested | 3.0 |
| TBD | ~120 | Rule Engine Complete | 4.0 |
| TBD | ~200 | Weber Autonomy | 5.0 |

### Key Metrics

| Metric | Current | Level 3 | Level 4 | Level 5 |
|--------|---------|---------|---------|---------|
| Human Steps | 10+ | 1 | 0* | 0* |
| Success Rate | 70% | 80% | 90% | 95% |
| Time to QA | Hours | 30 min | 15 min | 10 min |
| Error Recovery | Manual | Auto-retry | Self-fix | Self-prevent |

*Zero for standard cases; human handles edge cases

---

## Session Goals

### Immediate (Sessions 59-60)
- [x] Create workflow knowledge files ← Session 59 DONE
- [x] Document retry patterns and error recovery ← Session 59 DONE
- [x] Clarified: Claude Code IS the orchestrator ← Session 59 DONE
- [ ] Test DD→CD workflow with real project ← Session 60

### Short-term (Sessions 61-65)
- [ ] Complete DD→CD workflow
- [ ] Add dimension placement
- [ ] Add tagging
- [ ] Achieve 70% automation

### Medium-term (Sessions 66-100)
- [ ] Build rule engine foundation
- [ ] Implement FBC basic checks
- [ ] Add layout suggestion
- [ ] Start feedback loop

### Long-term (Sessions 100+)
- [ ] Complete rule engine
- [ ] Self-correction system
- [ ] Quality assurance
- [ ] Full autonomy testing

---

## Guiding Principles

1. **Crawl before walk** - Get Level 3 solid before Level 4
2. **Real projects** - Test with actual Weber jobs
3. **Log everything** - Every failure is a learning opportunity
4. **Iterate fast** - Small improvements compound
5. **Encode knowledge** - Turn corrections into rules

---

## Reference

- **Session State**: `SESSION_STATE.md`
- **Implementation Progress**: `IMPLEMENTATION_PROGRESS.md`
- **Project Context**: `CLAUDE.md`
- **Memory System**: MCP claude-memory (ID 100 for this goal)

---

*"The foundation (423 methods, model transfer) is the hard part - DONE. Knowledge files tell me how to work. I just follow them."*

**Last Updated**: 2025-11-24 (Session 59)
