Add WebArena agent specification and strategy

- specs/tri/webarena_agent.vibee: Agent spec with 6 behaviors
- docs/WEBARENA_INTEGRATION.md: FIREBIRD integration architecture
- docs/WEBARENA_STRATEGY.md: Victory strategy for #1 position

Target: >70% success rate (vs 65% SOTA)

Co-authored-by: Ona <no-reply@ona.com>

Author: gHashTag

docs/WEBARENA_INTEGRATION.md

@@ -0,0 +1,242 @@
+# FIREBIRD + WebArena Integration Architecture
+
+**Date**: 2026-02-04  
+**Target**: #1 on WebArena Leaderboard (>70% success)  
+**Formula**: φ² + 1/φ² = 3 = TRINITY
+
+---
+
+## 1. OVERVIEW
+
+### WebArena Benchmark
+- **812 tasks** across 5 categories
+- **Current SOTA**: ~60-65% (frontier models)
+- **Our target**: >70% success rate
+
+### FIREBIRD Advantage
+- **Ternary fingerprint evolution**: Evade detection on shopping/social tasks
+- **VSA planning**: Efficient action selection via ternary binding
+- **Stealth navigation**: Human-like behavior patterns
+
+---
+
+## 2. ARCHITECTURE
+
+```
+┌─────────────────────────────────────────────────────────────────┐
+│                    FIREBIRD WebArena Agent                      │
+├─────────────────────────────────────────────────────────────────┤
+│                                                                 │
+│  ┌─────────────┐    ┌─────────────┐    ┌─────────────┐         │
+│  │  Perceive   │───▶│    Plan     │───▶│   Execute   │         │
+│  │  (Ternary)  │    │   (VSA)     │    │  (Browser)  │         │
+│  └─────────────┘    └─────────────┘    └─────────────┘         │
+│         │                 │                   │                 │
+│         ▼                 ▼                   ▼                 │
+│  ┌─────────────────────────────────────────────────────┐       │
+│  │              FIREBIRD Stealth Layer                 │       │
+│  │  • Fingerprint Evolution (0.90 similarity)          │       │
+│  │  • Canvas/WebGL/Audio Protection                    │       │
+│  │  • Human-like Timing                                │       │
+│  └─────────────────────────────────────────────────────┘       │
+│                                                                 │
+└─────────────────────────────────────────────────────────────────┘
+```
+
+---
+
+## 3. COMPONENTS
+
+### 3.1 Perception Module
+
+Converts browser state to ternary vectors:
+
+```
+Screenshot (pixels) → Ternary CNN → State Vector S
+Accessibility Tree → Text Encoder → Intent Vector I
+DOM Elements → Element Encoder → Action Vectors A[]
+```
+
+### 3.2 Planning Module (VSA)
+
+Uses ternary binding for action selection:
+
+```
+Plan = State ⊗ Intent  (ternary XOR binding)
+
+For each action A:
+  score = cosineSimilarity(Plan, encode(A))
+  
+Select: argmax(scores)
+```
+
+### 3.3 Execution Module
+
+Browser automation with stealth:
+
+```python
+def execute(action, browser):
+    # Evolve fingerprint if needed
+    if detection_risk > 0.3:
+        firebird.evolve(target=0.90)
+    
+    # Human-like delay
+    delay = random(500, 2000)  # ms
+    sleep(delay)
+    
+    # Execute action
+    browser.execute(action)
+```
+
+### 3.4 FIREBIRD Stealth Layer
+
+Integrated fingerprint protection:
+
+| Feature | Implementation |
+|---------|----------------|
+| Canvas | Ternary noise injection |
+| WebGL | GPU vendor/renderer spoofing |
+| Audio | Frequency noise |
+| Timing | φ-based random delays |
+| Mouse | Natural movement curves |
+
+---
+
+## 4. TASK CATEGORIES
+
+### 4.1 Shopping (251 tasks) - HIGH PRIORITY
+
+**Challenge**: Anti-bot detection, CAPTCHA, rate limiting
+
+**FIREBIRD Strategy**:
+- Fingerprint evolution every 5 steps
+- 500-2000ms delays between actions
+- Natural mouse movements
+- Session rotation
+
+**Expected boost**: +15% success rate
+
+### 4.2 Reddit (166 tasks) - MEDIUM PRIORITY
+
+**Challenge**: Account detection, spam filters
+
+**FIREBIRD Strategy**:
+- Fingerprint evolution every 10 steps
+- 200-1000ms delays
+- Human-like scrolling patterns
+
+**Expected boost**: +10% success rate
+
+### 4.3 GitLab (228 tasks) - LOW PRIORITY
+
+**Challenge**: Complex UI, multi-step workflows
+
+**FIREBIRD Strategy**:
+- Standard fingerprint (low detection risk)
+- Focus on accurate action selection
+
+**Expected boost**: +5% success rate
+
+### 4.4 Map (99 tasks) - LOW PRIORITY
+
+**Challenge**: Geolocation, map interactions
+
+**FIREBIRD Strategy**:
+- Standard fingerprint
+- Precise coordinate handling
+
+**Expected boost**: +3% success rate
+
+### 4.5 Wikipedia (68 tasks) - LOW PRIORITY
+
+**Challenge**: Information retrieval
+
+**FIREBIRD Strategy**:
+- Minimal stealth needed
+- Fast execution
+
+**Expected boost**: +2% success rate
+
+---
+
+## 5. IMPLEMENTATION PLAN
+
+### Phase 1: Baseline Agent (Week 1)
+- [ ] Fork WebArena repo
+- [ ] Implement basic ternary perception
+- [ ] Test on 100 tasks
+- [ ] Measure baseline success rate
+
+### Phase 2: VSA Planning (Week 2)
+- [ ] Implement ternary binding for planning
+- [ ] Add action scoring
+- [ ] Test on all 812 tasks
+- [ ] Target: 50% success
+
+### Phase 3: FIREBIRD Integration (Week 3)
+- [ ] Add fingerprint evolution
+- [ ] Implement stealth layer
+- [ ] Category-specific strategies
+- [ ] Target: 65% success
+
+### Phase 4: Optimization (Week 4)
+- [ ] Fine-tune parameters
+- [ ] Add error recovery
+- [ ] Parallel task execution
+- [ ] Target: >70% success (#1)
+
+---
+
+## 6. SUCCESS METRICS
+
+| Metric | Baseline | Target | Measurement |
+|--------|----------|--------|-------------|
+| Overall Success | 50% | **>70%** | Tasks passed / 812 |
+| Shopping Success | 40% | **75%** | Stealth advantage |
+| Detection Rate | 30% | **<5%** | Fingerprint checks |
+| Avg Steps | 25 | **<15** | Efficiency |
+| Time per Task | 60s | **<30s** | Speed |
+
+---
+
+## 7. COMPETITIVE ANALYSIS
+
+| Agent | Success Rate | Stealth | Our Advantage |
+|-------|--------------|---------|---------------|
+| GPT-4 Agent | 60% | None | +10% stealth |
+| Claude Agent | 65% | None | +5% stealth |
+| Gemini Agent | 62% | None | +8% stealth |
+| **FIREBIRD** | **>70%** | **Ternary** | **#1** |
+
+---
+
+## 8. RISK MITIGATION
+
+| Risk | Mitigation |
+|------|------------|
+| Detection on shopping | Aggressive fingerprint evolution |
+| Slow execution | Parallel task processing |
+| Complex UI failures | Enhanced DOM parsing |
+| Rate limiting | Session rotation + delays |
+
+---
+
+## 9. CODE STRUCTURE
+
+```
+trinity/
+├── specs/tri/
+│   └── webarena_agent.vibee    # Agent specification
+├── src/webarena/
+│   ├── agent.zig               # Main agent (generated)
+│   ├── perception.zig          # State encoding
+│   ├── planning.zig            # VSA planning
+│   ├── execution.zig           # Browser control
+│   └── stealth.zig             # FIREBIRD integration
+└── docs/
+    └── WEBARENA_INTEGRATION.md # This file
+```
+
+---
+
+**φ² + 1/φ² = 3 = TRINITY | TARGET: #1 WEBARENA**