# Crackerjack Multi-Team Coordination Diagram

## Team Structure Overview

```
┌─────────────────────────────────────────────────────────────────┐
│                     CRACKERJACK PROJECT AUDIT RESPONSE           │
│                                                                 │
│  Overall Health: 74/100 → 85/100 (+11 points)                   │
│  Total Issues: 12 (4 Critical, 4 High, 4 Medium)                │
│  Total Teams: 6 Specialized Teams                               │
│  Total Estimated Effort: 72-96.5 hours across 4-6 weeks          │
└─────────────────────────────────────────────────────────────────┘
                                    │
                    ┌───────────────┼───────────────┐
                    │               │               │
              ┌─────▼─────┐   ┌───▼────┐   ┌─────▼─────┐
              │  PHASE 1  │   │ PHASE 2│   │  PHASE 3  │
              │ CRITICAL  │   │  HIGH  │   │  MAJOR    │
              │   FIXES   │   │ IMPACT │   │ REFACTOR  │
              │  (Week 1) │   │ (Wk1-2)│   │  (Wk2-4)  │
              └─────┬─────┘   └───┬────┘   └─────┬─────┘
                    │              │              │
         ┌──────────┼──────────────┼──────────────┼──────────┐
         │          │              │              │          │
    ┌────▼───┐ ┌───▼───┐    ┌────▼────┐   ┌────▼────┐  ┌───▼───┐
    │ ALPHA  │ │ DELTA  │    │ BETA    │   │ GAMMA   │  │EPSILON │
    │        │ │        │    │         │   │         │  │        │
    │Code    │ │Test    │    │Arch     │   │Complex  │  │Perf    │
    │Quality │ │Quality │    │God Obj  │   │Reduction│  │Opt     │
    │        │ │        │    │Global   │   │         │  │        │
    │        │ │        │    │Singleton│   │         │  │        │
    │        │ │        │    │         │   │         │  │        │
    │4 fixes │ │4 issues│    │2 refactor│   │3 files  │  │3 async │
    │~4 hours│ │~20hrs  │    │~11.5hrs │   │~8hrs   │  │~29hrs  │
    └────────┘ └────────┘    └─────────┘   └─────────┘  └────────┘
         │          │              │              │          │
         └──────────┼──────────────┼──────────────┼──────────┘
                    │              │              │
                    └──────────────┼──────────────┘
                                   │
                            ┌──────▼──────┐
                            │   PHASE 4   │
                            │ OPTIMIZATION│
                            │  (Month 2+) │
                            └──────┬──────┘
                                   │
                            ┌──────▼──────┐
                            │   ZETA      │
                            │             │
                            │Perf Monitor │
                            │             │
                            │Infrastructure│
                            │             │
                            │12 tests     │
                            │~20hrs       │
                            └─────────────┘
```

______________________________________________________________________

## Phase-by-Phase Execution Plan

### Phase 1: Critical Fixes (Week 1)

**Status**: ✅ READY FOR EXECUTION
**Teams**: Alpha, Delta
**Effort**: ~4 hours
**Dependencies**: None (can run in parallel)

```
┌─────────────────────────────────────────────────────┐
│                 PHASE 1: CRITICAL FIXES             │
├─────────────────────────────────────────────────────┤
│                                                     │
│  Team Alpha (Code Quality)                          │
│  ├─ Remove unreachable code (1 hour)                │
│  ├─ Fix protocol violations (2 hours)               │
│  ├─ Delete duplicate settings (5 min)               │
│  └─ Move import to module level (15 min)            │
│                                                     │
│  Team Delta (Test Quality - Part 1)                 │
│  ├─ Remove non-testing tests (5 min)                │
│  └─ Create e2e directory (30 min)                   │
│                                                     │
│  ✓ No dependencies - CAN RUN IN PARALLEL            │
│  ✓ Quality gates after completion                   │
│  ✓ Merge to main after validation                   │
└─────────────────────────────────────────────────────┘
```

**Success Criteria**:

- No unreachable code
- 100% protocol compliance
- No duplicate settings files
- Non-testing tests removed (396 lines)
- tests/e2e/ directory created

______________________________________________________________________

### Phase 2: High Impact (Weeks 1-2)

**Status**: ⏳ WAITS FOR PHASE 1
**Teams**: Epsilon, Beta, Delta
**Effort**: 16.5-23.5 hours
**Dependencies**: None (can run in parallel)

```
┌─────────────────────────────────────────────────────┐
│                PHASE 2: HIGH IMPACT                 │
├─────────────────────────────────────────────────────┤
│                                                     │
│  Team Epsilon (Performance - Part 1)                │
│  ├─ Precompile regex patterns (6-9 hrs)             │
│  │  └─ Expected: 15-20% faster                     │
│  └─ Create connection pool (2-3 hrs)                │
│     └─ Expected: 5-10% faster                       │
│                                                     │
│  Team Beta (Architecture - Part 1)                  │
│  └─ Remove AgentTracker singleton (2.5-3.5 hrs)     │
│     └─ Expected: Protocol compliance                │
│                                                     │
│  Team Delta (Test Quality - Part 2)                 │
│  └─ Increase coverage to 42% (6-8 hrs)              │
│     ├─ Add 30+ agent unit tests                     │
│     └─ Expected: +20.4% coverage                    │
│                                                     │
│  ✓ No dependencies - CAN RUN IN PARALLEL            │
│  ✓ Performance benchmarks before/after              │
│  ✓ Merge to main after validation                   │
└─────────────────────────────────────────────────────┘
```

**Success Criteria**:

- Regex patterns precompiled
- Connection pool operational
- AgentTracker singleton removed
- Coverage ≥42%

______________________________________________________________________

### Phase 3: Major Refactoring (Weeks 2-4)

**Status**: ⏳ WAITS FOR PHASE 2
**Teams**: Beta → Gamma, Epsilon, Delta
**Effort**: 34-46 hours
**Dependencies**: SEQUENTIAL (Beta → Gamma, then parallel)

```
┌─────────────────────────────────────────────────────┐
│              PHASE 3: MAJOR REFACTORING             │
├─────────────────────────────────────────────────────┤
│                                                     │
│  SEQUENCE 1: Beta → Gamma (DEPENDENT)               │
│  ┌──────────────────────────────────────┐           │
│  │ Step 1: Team Beta                    │           │
│  │ ┌────────────────────────────────┐   │           │
│  │ │ Decompose TestManager God Object│   │           │
│  │ │ • Extract 5 focused classes     │   │           │
│  │ │ • 1,903 → ~200 lines per class  │   │           │
│  │ │ • Effort: 9-14 hours            │   │           │
│  │ └────────────────────────────────┘   │           │
│  └────────────┬─────────────────────────┘           │
│               │                                     │
│               ▼                                     │
│  ┌──────────────────────────────────────┐           │
│  │ Step 2: Team Gamma                   │           │
│  │ ┌────────────────────────────────┐   │           │
│  │ │ Refactor test_manager.py       │   │           │
│  │ │ • Complexity 266 → ≤15         │   │           │
│  │ │ • Depends on Beta's structure  │   │           │
│  │ │ • Effort: 3-4 hours            │   │           │
│  │ └────────────────────────────────┘   │           │
│  └──────────────────────────────────────┘           │
│  ────────────────────┬───────────────────────────    │
│                      │                               │
│                      ▼                               │
│  SEQUENCE 2: Parallel Execution                     │
│  ┌────────────────┐  ┌────────────────┐             │
│  │  Team Gamma    │  │  Team Epsilon  │             │
│  │                │  │                │             │
│  │ Refactor       │  │ Convert        │             │
│  │ remaining      │  │ subprocess     │             │
│  │ high-complex   │  │ to async       │             │
│  │ files:         │  │                │             │
│  │ • autofix_     │  │ • Hook executor│             │
│  │   coordinator  │  │ • Test manager │             │
│  │ • oneiric_     │  │ • 50% calls    │             │
│  │   workflow     │  │                │             │
│  │                │  │                │             │
│  │ Effort: 5-8 hrs│  │ Effort: 7-10 hrs│             │
│  └────────────────┘  └────────────────┘             │
│         │                     │                       │
│         └──────────┬──────────┘                     │
│                    │                                 │
│                    ▼                                 │
│  ┌──────────────────────────────────────┐           │
│  │   Team Delta (E2E Tests)             │           │
│  │   ┌────────────────────────────────┐ │           │
│  │   │ Add 20+ E2E workflow tests     │ │           │
│  │   │ • Fast hooks (5 tests)         │ │           │
│  │   │ • Test execution (5 tests)     │ │           │
│  │   │ • AI fix workflow (5 tests)    │ │           │
│  │   │ • MCP server (5 tests)         │ │           │
│  │   │ • Effort: 10-12 hours          │ │           │
│  │   └────────────────────────────────┘ │           │
│  └──────────────────────────────────────┘           │
│                                                     │
│  ✓ Beta MUST complete before Gamma starts          │
│  ✓ After Gamma's first file, rest run in PARALLEL  │
│  ✓ Comprehensive testing after each step           │
└─────────────────────────────────────────────────────┘
```

**Success Criteria**:

- TestManager decomposed into 5 focused classes
- All functions complexity ≤15
- 50%+ subprocess calls converted to async
- 20+ E2E tests passing

______________________________________________________________________

### Phase 4: Optimization (Month 2+)

**Status**: ⏳ WAITS FOR PHASE 3
**Teams**: Epsilon, Gamma, Zeta
**Effort**: 37-43 hours
**Dependencies**: Phase 3 completion

```
┌─────────────────────────────────────────────────────┐
│               PHASE 4: OPTIMIZATION                 │
├─────────────────────────────────────────────────────┤
│                                                     │
│  Team Epsilon (Performance Completion)              │
│  ├─ Complete async conversion (9-11 hrs)            │
│  │  └─ Expected: Additional 5-10% faster           │
│  └─ Agent optimization (4-6 hrs)                    │
│     └─ Expected: Additional 3-5% faster             │
│                                                     │
│  Team Gamma (Polishing)                             │
│  └─ Performance tuning (4-6 hrs)                    │
│      └─ Final optimizations, edge cases             │
│                                                     │
│  Team Zeta (Monitoring Infrastructure)               │
│  ├─ Performance test suite (~15 hrs)                │
│  │  └─ 12 comprehensive performance tests           │
│  ├─ Monitoring infrastructure (~5 hrs)              │
│  │  └─ Metrics collection, storage, analysis       │
│  └─ Dashboard generation (created) ✅                │
│                                                     │
│  ✓ All teams run in PARALLEL                        │
│  ✓ Continuous performance monitoring                │
│  ✓ Final validation against all budgets            │
└─────────────────────────────────────────────────────┘
```

**Success Criteria**:

- Overall workflow 25-35% faster
- No synchronous subprocess calls remaining
- Performance trends showing improvement
- All performance budgets met
- Grade A (95/100) on performance dashboard

______________________________________________________________________

## Team Responsibilities Matrix

| Team | Lead Agent | Primary Focus | Files Affected | Effort |
|------|------------|---------------|----------------|--------|
| **Alpha** | code-reviewer | Critical code quality fixes | 4 files | ~4 hrs |
| **Beta** | architect-reviewer | Architecture refactoring | 2 god objects | ~14 hrs |
| **Gamma** | refactoring-specialist | Complexity reduction | 3 high-complexity files | ~12 hrs |
| **Delta** | qa-expert | Test quality & coverage | 50+ test files | ~30 hrs |
| **Epsilon** | python-pro | Async performance | 30+ files | ~40 hrs |
| **Zeta** | performance-engineer | Monitoring infrastructure | New tests | ~20 hrs |

______________________________________________________________________

## Cross-Team Dependencies

```
┌─────────────────────────────────────────────────────────┐
│              DEPENDENCY GRAPH                           │
└─────────────────────────────────────────────────────────┘

  Phase 1 (Alpha, Delta Part 1)
         │
         ├── NO DEPENDENCIES ──┐
         │                    │
         ▼                    ▼
  Phase 2 (Epsilon Part 1, Beta Part 1, Delta Part 2)
         │                    │
         ├── NO DEPENDENCIES ──┘
         │
         ▼
  Phase 3 (Beta Part 2 ──→ Gamma Part 1)
         │                    │
         ├── BETA MUST COMPLETE FIRST
         │                    │
         ▼                    ▼
         │              (Gamma Part 2, Epsilon Part 2, Delta Part 3)
         │                    │
         ├── CAN RUN IN PARALLEL ──┘
         │
         ▼
  Phase 4 (Epsilon Part 3, Gamma Part 3, Zeta)
         │
         ├── NO DEPENDENCIES (run in parallel)
         │
         ▼
  COMPLETE 🎉
```

______________________________________________________________________

## Verification Commands by Phase

### Phase 1 Verification

```bash
# Protocol compliance
grep -r "from rich.console import" crackerjack/ --include="*.py" | grep -v protocols
# Expected: Empty output

# File deletions
test ! -f tests/test_code_cleaner.py && echo "✅ Deleted"

# Directory creation
test -d tests/e2e/ && echo "✅ Created"

# Quality gates
python -m crackerjack run --comprehensive
# Expected: Exit code 0
```

### Phase 2 Verification

```bash
# Regex performance
python -m pytest tests/performance/test_regex_performance.py -m performance
# Expected: All patterns <20ms

# Coverage
python -m pytest tests/unit/agents/ --cov=crackerjack.agents --cov-report=term-missing
# Expected: 42%+ overall coverage

# Global singleton removed
grep -r "get_agent_tracker" crackerjack/ --include="*.py"
# Expected: Only in __init__.py exports, no usages
```

### Phase 3 Verification

```bash
# Complexity
python -m crackerjack run --comprehensive
# Expected: No complexity warnings

# E2E tests
python -m pytest tests/e2e/ -v --no-cov
# Expected: 20+ tests collected and passing

# God object decomposed
wc -l crackerjack/managers/test_manager.py
# Expected: <500 lines (was 1,903)
```

### Phase 4 Verification

```bash
# Full performance suite
python -m pytest tests/performance/ -m performance --benchmark-compare
# Expected: All tests within budgets, improvement from baseline

# Performance dashboard
python -m crackerjack.monitoring.dashboard
# Expected: Grade A (95/100)

# Async conversion
grep -r "subprocess.run" crackerjack/ --include="*.py" | wc -l
# Expected: 0 (all converted to asyncio)
```

______________________________________________________________________

## Risk Mitigation Strategies

### Phase 1 Risks

| Risk | Mitigation |
|------|------------|
| Breaking tests | Run full test suite after each fix |
| Protocol violations | Automated import checks |
| File deletions | Git verification before commit |

### Phase 2 Risks

| Risk | Mitigation |
|------|------------|
| Performance regression | Benchmark before/after |
| Coverage not reaching 42% | Focus on high-impact targets |
| Connection pool bugs | Comprehensive testing |

### Phase 3 Risks

| Risk | Mitigation |
|------|------------|
| God object refactoring breaking tests | Incremental extraction, extensive testing |
| Complexity reduction introducing bugs | One function at a time, validate each |
| Async conversion causing issues | Feature flags, rollback plan |

### Phase 4 Risks

| Risk | Mitigation |
|------|------------|
| Performance not meeting targets | Continuous monitoring, adjust as needed |
| Test suite instability | Isolate performance tests |
| Integration issues | Daily standups, rapid response |

______________________________________________________________________

## Success Metrics Summary

| Phase | Primary Metric | Target | Current |
|-------|---------------|--------|---------|
| **Phase 1** | Critical violations | 0 | 4 |
| **Phase 2** | Overall performance | 15-20% faster | Baseline |
| **Phase 2** | Test coverage | 42% | 21.6% |
| **Phase 3** | Max complexity | ≤15 | 266 |
| **Phase 3** | TestManager size | \<500 lines | 1,903 |
| **Phase 4** | Total performance | 25-35% faster | Baseline |
| **Phase 4** | Performance grade | A (95/100) | B+ (82/100) |

**Final Project Health**: 74/100 → 85/100 (+11 points)

______________________________________________________________________

**Document Metadata**

- **Author**: Multi-Team Coordination
- **Date**: 2025-02-08
- **Version**: 1.0
- **Status**: Ready for Execution
- **Purpose**: Visual coordination guide for multi-team effort
