# Benchmark Implementation Dependency Graph

**Created**: 2025-11-09
**Purpose**: Visualize dependencies and optimal execution paths

---

## 🔄 Milestone Dependency Graph

```
Legend:
  [M.X] = Milestone number
  ──▶   = Sequential dependency
  ═══▶  = Critical path
  ┄┄▶   = Optional/Parallel opportunity

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

PHASE 1: SPECIFICATION
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

    START
      │
      ▼
  [M1.1] Requirements Analysis (4h)
      │   Researcher Agent
      │   No dependencies
      ▼
  [M1.2] Architecture Design (6h)
      │   Researcher Agent
      │   Depends: M1.1
      ▼


PHASE 2: PSEUDOCODE
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

  [M2.1] Benchmark Algorithm Design (5h)
      │   Researcher Agent
      │   Depends: M1.2
      ▼
  [M2.2] Analysis Framework Design (5h)
      │   Researcher Agent
      │   Depends: M2.1
      ▼


PHASE 3: ARCHITECTURE (Critical Path)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

  [M3.1] Docker Environment Setup (8h)
      │   Coder Agent
      │   Depends: M2.2
      ═══════▶ CRITICAL PATH START
      ▼
  [M3.2] Benchmark Suite Structure (12h)
      │   Coder Agent
      │   Depends: M3.1
      ═══════▶ CRITICAL PATH
      ▼
      ├─────────────┬─────────────┐
      ▼             ▼             ▼
  [M3.3]        [M3.4]        [M3.5]
  VCS Ops       Worktree      Scalability
  (16h)         (14h)         (12h)
  Coder A       Coder B       Coder C
  ┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄
  ▲ PARALLEL EXECUTION OPPORTUNITY ▲
  ┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄
      │             │             │
      └─────────────┴─────────────┘
      ▼


PHASE 4: REFINEMENT
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

      ├─────────────┐
      ▼             ▼
  [M4.1]        [M4.2]
  Code Quality  Security
  (10h)         (8h)
  Tester A      Tester B
  ┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄
  ▲ PARALLEL OPPORTUNITY ▲
  ┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄┄
      │             │
      └─────────────┘
      ▼
  [M4.3] Performance Optimization (12h)
      │   Coder Agent
      │   Depends: M4.1, M4.2
      ═══════▶ CRITICAL PATH
      ▼
  [M4.4] AgentDB Learning Integration (14h)
      │   Coder Agent
      │   Depends: M4.3
      ═══════▶ CRITICAL PATH
      ▼


PHASE 5: COMPLETION
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

  [M5.1] Automated Report Generation (10h)
      │   Reviewer Agent
      │   Depends: M4.4
      ═══════▶ CRITICAL PATH
      ▼
  [M5.2] Documentation & Usage Guides (8h)
      │   Reviewer Agent
      │   Depends: M5.1
      ═══════▶ CRITICAL PATH
      ▼
  [M5.3] CI/CD Integration (6h)
      │   Coder Agent
      │   Depends: M5.2
      ═══════▶ CRITICAL PATH
      ▼
  [M5.4] Final Validation & Release (8h)
      │   Tester + Reviewer
      │   Depends: M5.3
      ═══════▶ CRITICAL PATH END
      ▼
    COMPLETE


━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━

CRITICAL PATH SUMMARY:
  M2.2 → M3.1 → M3.2 → M3.3/4/5 → M4.3 → M4.4 → M5.1 → M5.2 → M5.3 → M5.4

  Critical Path Duration: 107 hours (13.4 days @ 8h/day)
  Total Project Duration: 158 hours (19.8 days @ 8h/day)

  Parallelization Savings: 51 hours (32% reduction)
```

---

## 🔀 Parallel Execution Opportunities

### Opportunity 1: Phase 3 Benchmarks (Week 2)

```
┌─────────────────────────────────────────────────┐
│ PARALLEL BENCHMARK IMPLEMENTATION               │
├─────────────────────────────────────────────────┤
│                                                 │
│  Time  │ Coder Agent A  │ Coder Agent B  │ Coder Agent C │
│  ──────┼────────────────┼────────────────┼───────────────│
│  0h    │                │                │               │
│  2h    │ M3.3: VCS Ops  │ M3.4: Worktree │ M3.5: Scale   │
│  4h    │  - Commit      │  - Create      │  - Repo Size  │
│  6h    │  - Branch      │  - Switch      │  - File Count │
│  8h    │  - Merge       │  - Sync        │  - History    │
│  10h   │  - Rebase      │  - Delete      │  - Stress     │
│  12h   │  - Conflict    │  - Concurrent  │ [DONE]        │
│  14h   │ [DONE]         │ [DONE]         │               │
│  16h   │                │                │               │
│                                                 │
│  Sequential: 42 hours                           │
│  Parallel:   16 hours (3 agents)                │
│  Savings:    26 hours (62% faster)              │
│                                                 │
└─────────────────────────────────────────────────┘
```

### Opportunity 2: Phase 4 Analysis (Week 3)

```
┌─────────────────────────────────────────────────┐
│ PARALLEL ANALYSIS IMPLEMENTATION                │
├─────────────────────────────────────────────────┤
│                                                 │
│  Time  │ Tester Agent A     │ Tester Agent B   │
│  ──────┼────────────────────┼──────────────────│
│  0h    │                    │                  │
│  2h    │ M4.1: Code Quality │ M4.2: Security   │
│  4h    │  - Complexity      │  - Vuln Scan     │
│  6h    │  - Maintainability │  - Dep Audit     │
│  8h    │  - Coverage        │  - Best Practices│
│  10h   │  - Duplication     │ [DONE]           │
│        │ [DONE]             │                  │
│                                                 │
│  Sequential: 18 hours                           │
│  Parallel:   10 hours (2 agents)                │
│  Savings:    8 hours (44% faster)               │
│                                                 │
└─────────────────────────────────────────────────┘
```

---

## 👥 Resource Allocation Plan

### Agent Assignment Matrix

```
┌──────────────────────────────────────────────────────────────────┐
│ AGENT ALLOCATION BY MILESTONE                                    │
├──────────────────────────────────────────────────────────────────┤
│                                                                  │
│  Milestone   │ Agent Type  │ Agent ID │ Hours │ Priority │ Week  │
│  ────────────┼─────────────┼──────────┼───────┼──────────┼─────  │
│  M1.1        │ Researcher  │ R1       │ 4     │ HIGH     │ 1     │
│  M1.2        │ Researcher  │ R1       │ 6     │ HIGH     │ 1     │
│  M2.1        │ Researcher  │ R1       │ 5     │ HIGH     │ 1     │
│  M2.2        │ Researcher  │ R1       │ 5     │ HIGH     │ 1     │
│  ─────────────────────────────────────────────────────────────   │
│  M3.1        │ Coder       │ C1       │ 8     │ CRITICAL │ 2     │
│  M3.2        │ Coder       │ C1       │ 12    │ CRITICAL │ 2     │
│  M3.3        │ Coder       │ C2       │ 16    │ HIGH     │ 2     │
│  M3.4        │ Coder       │ C3       │ 14    │ HIGH     │ 2     │
│  M3.5        │ Coder       │ C4       │ 12    │ MEDIUM   │ 2     │
│  ─────────────────────────────────────────────────────────────   │
│  M4.1        │ Tester      │ T1       │ 10    │ HIGH     │ 3     │
│  M4.2        │ Tester      │ T2       │ 8     │ HIGH     │ 3     │
│  M4.3        │ Coder       │ C1       │ 12    │ CRITICAL │ 3     │
│  M4.4        │ Coder       │ C1       │ 14    │ CRITICAL │ 3     │
│  ─────────────────────────────────────────────────────────────   │
│  M5.1        │ Reviewer    │ V1       │ 10    │ CRITICAL │ 4     │
│  M5.2        │ Reviewer    │ V1       │ 8     │ CRITICAL │ 4     │
│  M5.3        │ Coder       │ C1       │ 6     │ CRITICAL │ 4     │
│  M5.4        │ Tester+Rev  │ T1+V1    │ 8     │ CRITICAL │ 4     │
│                                                                  │
└──────────────────────────────────────────────────────────────────┘
```

### Agent Utilization Chart

```
┌──────────────────────────────────────────────────────────────────┐
│ AGENT UTILIZATION OVER TIME                                      │
├──────────────────────────────────────────────────────────────────┤
│                                                                  │
│  Week 1: Specification & Design                                  │
│  ────────────────────────────────────────────────────────────   │
│    R1: ████████████████████ (20h) - Researcher                   │
│    C1: ░░░░░░░░░░░░░░░░░░░░ (0h)  - Idle                        │
│    T1: ░░░░░░░░░░░░░░░░░░░░ (0h)  - Idle                        │
│    V1: ░░░░░░░░░░░░░░░░░░░░ (0h)  - Idle                        │
│                                                                  │
│  Week 2: Core Implementation                                     │
│  ────────────────────────────────────────────────────────────   │
│    R1: ░░░░░░░░░░░░░░░░░░░░ (0h)  - Complete                     │
│    C1: ████████████████████ (20h) - Docker + Harness             │
│    C2: ████████████████     (16h) - VCS Benchmarks               │
│    C3: ██████████████       (14h) - Worktree Benchmarks          │
│    C4: ████████████         (12h) - Scalability                  │
│    T1: ░░░░░░░░░░░░░░░░░░░░ (0h)  - Idle                        │
│    V1: ░░░░░░░░░░░░░░░░░░░░ (0h)  - Idle                        │
│                                                                  │
│  Week 3: Analysis & Learning                                     │
│  ────────────────────────────────────────────────────────────   │
│    R1: ░░░░░░░░░░░░░░░░░░░░ (0h)  - Complete                     │
│    C1: ██████████████████████████ (26h) - Perf + AgentDB         │
│    T1: ██████████           (10h) - Code Quality                 │
│    T2: ████████             (8h)  - Security                     │
│    V1: ░░░░░░░░░░░░░░░░░░░░ (0h)  - Idle                        │
│                                                                  │
│  Week 4: Completion & Release                                    │
│  ────────────────────────────────────────────────────────────   │
│    R1: ░░░░░░░░░░░░░░░░░░░░ (0h)  - Complete                     │
│    C1: ██████               (6h)  - CI/CD                        │
│    T1: ████                 (4h)  - Validation                   │
│    V1: ██████████████████   (18h) - Reports + Docs               │
│                                                                  │
└──────────────────────────────────────────────────────────────────┘
```

---

## ⚡ Optimized Execution Timeline

### Single Developer (158 hours total)

```
Week 1: 40 hours
  ├─ Specification (20h)
  └─ Docker + Harness (20h)

Week 2: 42 hours → 40 hours available
  ├─ VCS Benchmarks (16h)
  ├─ Worktree Benchmarks (14h)
  └─ Scalability (10h of 12h)

Week 3: 44 hours → 40 hours available
  ├─ Scalability completion (2h)
  ├─ Code Quality (10h)
  ├─ Security (8h)
  └─ Performance (12h of 12h)

Week 4: 32 hours
  ├─ AgentDB Learning (14h)
  ├─ Reports (10h)
  └─ Documentation (8h)

Week 5: Overflow
  ├─ CI/CD (6h)
  └─ Validation (8h)

Total: 5 weeks (1 developer)
```

### Two Developers (79 hours each)

```
Week 1: Developer 1 & 2 together
  ├─ Specification (20h shared)
  └─ Docker + Harness (20h shared)

Week 2: Parallel split
  Developer 1: VCS + Performance (28h)
  Developer 2: Worktree + Scalability (26h)

Week 3: Parallel split
  Developer 1: Code Quality + AgentDB (24h)
  Developer 2: Security + Reports (18h)

Week 4: Final push
  Developer 1: CI/CD + Validation (14h)
  Developer 2: Documentation (8h)

Total: 4 weeks (2 developers)
```

### Three Developers (53 hours each)

```
Week 1: All together
  ├─ Specification (20h shared)
  └─ Docker + Harness (20h shared)

Week 2: Three-way split
  Developer 1: VCS Benchmarks (16h)
  Developer 2: Worktree Benchmarks (14h)
  Developer 3: Scalability (12h)

Week 3: Three-way split
  Developer 1: Performance + AgentDB (26h)
  Developer 2: Code Quality (10h)
  Developer 3: Security (8h)

Week 4: Final tasks
  Developer 1: CI/CD (6h)
  Developer 2: Reports (10h)
  Developer 3: Documentation + Validation (16h)

Total: 3 weeks (3 developers)
```

---

## 🚦 Risk-Aware Scheduling

### Critical Path Milestones (Cannot be parallelized)

```
┌──────────────────────────────────────────────────────────────┐
│ CRITICAL PATH (107 hours)                                    │
├──────────────────────────────────────────────────────────────┤
│                                                              │
│  M2.2  → M3.1  → M3.2  → [M3.3-5] → M4.3  → M4.4  → M5.1    │
│  (5h)    (8h)    (12h)    (16h)     (12h)   (14h)   (10h)   │
│                                                              │
│  → M5.2  → M5.3  → M5.4                                      │
│    (8h)    (6h)    (8h)                                      │
│                                                              │
│  Buffer recommendation: +20% = 128 hours (~16 days)          │
│                                                              │
└──────────────────────────────────────────────────────────────┘
```

### High-Risk Milestones (Add buffer time)

```
┌──────────────────────────────────────────────────────────────┐
│ HIGH-RISK MILESTONES (Require buffer)                        │
├──────────────────────────────────────────────────────────────┤
│                                                              │
│  M3.1: Docker Environment (8h → 10h)                         │
│    Risk: Container build complexity                          │
│    Buffer: +2h for debugging                                 │
│                                                              │
│  M3.5: Scalability Tests (12h → 16h)                         │
│    Risk: Large data generation time                          │
│    Buffer: +4h for data creation                             │
│                                                              │
│  M4.4: AgentDB Learning (14h → 18h)                          │
│    Risk: Integration complexity                              │
│    Buffer: +4h for debugging                                 │
│                                                              │
│  M5.3: CI/CD Integration (6h → 8h)                           │
│    Risk: GitHub Actions configuration                        │
│    Buffer: +2h for troubleshooting                           │
│                                                              │
│  Total Buffer: +12h (7.6% contingency)                       │
│                                                              │
└──────────────────────────────────────────────────────────────┘
```

---

## 📊 Resource Capacity Planning

### Minimum Viable Configuration

```
┌──────────────────────────────────────────────────────────────┐
│ MINIMUM RESOURCES (1 Developer)                              │
├──────────────────────────────────────────────────────────────┤
│                                                              │
│  Personnel: 1 Full-stack developer                           │
│  Timeline:  5 weeks (200 hours available, 170 hours used)    │
│  Cost:      $10,000 @ $50/hour (contractor rate)             │
│                                                              │
│  Pros:                                                       │
│    • Lower coordination overhead                             │
│    • Consistent code style                                   │
│    • Simpler communication                                   │
│                                                              │
│  Cons:                                                       │
│    • Longer time to market                                   │
│    • Single point of failure                                 │
│    • Limited perspective                                     │
│                                                              │
└──────────────────────────────────────────────────────────────┘
```

### Recommended Configuration

```
┌──────────────────────────────────────────────────────────────┐
│ RECOMMENDED RESOURCES (2 Developers)                         │
├──────────────────────────────────────────────────────────────┤
│                                                              │
│  Personnel: 1 Senior + 1 Mid-level developer                 │
│  Timeline:  4 weeks (160 hours available, 158 hours used)    │
│  Cost:      $12,500 ($75/h senior + $50/h mid)               │
│                                                              │
│  Pros:                                                       │
│    • Faster delivery (25% time savings)                      │
│    • Parallel execution of benchmarks                        │
│    • Knowledge sharing                                       │
│    • Code review built-in                                    │
│                                                              │
│  Cons:                                                       │
│    • Higher total cost (+25%)                                │
│    • Coordination overhead                                   │
│                                                              │
│  Recommendation: BEST BALANCE of speed and cost              │
│                                                              │
└──────────────────────────────────────────────────────────────┘
```

### Optimal Configuration

```
┌──────────────────────────────────────────────────────────────┐
│ OPTIMAL RESOURCES (3 Developers)                             │
├──────────────────────────────────────────────────────────────┤
│                                                              │
│  Personnel: 1 Senior + 2 Mid-level developers                │
│  Timeline:  3 weeks (120 hours available, 106 hours used)    │
│  Cost:      $15,900 ($75/h senior + 2×$50/h mid)             │
│                                                              │
│  Pros:                                                       │
│    • Fastest delivery (40% time savings)                     │
│    • Maximum parallel execution                              │
│    • Diverse perspectives                                    │
│    • Lower individual workload                               │
│                                                              │
│  Cons:                                                       │
│    • Highest cost (+59%)                                     │
│    • Higher coordination overhead                            │
│    • Potential merge conflicts                               │
│                                                              │
│  Recommendation: For aggressive timeline requirements        │
│                                                              │
└──────────────────────────────────────────────────────────────┘
```

---

## 🎯 Dependency Resolution Strategy

### Blockers & Mitigations

```
┌──────────────────────────────────────────────────────────────┐
│ POTENTIAL BLOCKERS & MITIGATION STRATEGIES                   │
├──────────────────────────────────────────────────────────────┤
│                                                              │
│  Blocker 1: Jujutsu Installation Failure                     │
│  ───────────────────────────────────────────────────────────│
│    Probability: Low (15%)                                    │
│    Impact: High (blocks all benchmarks)                      │
│    Mitigation:                                               │
│      • Pre-install in Docker image                           │
│      • Fallback to pre-built binaries                        │
│      • Version pinning for reproducibility                   │
│                                                              │
│  Blocker 2: Docker Build Failure                             │
│  ───────────────────────────────────────────────────────────│
│    Probability: Medium (30%)                                 │
│    Impact: High (blocks reproducible environment)            │
│    Mitigation:                                               │
│      • Multi-stage build with caching                        │
│      • Fallback to local execution                           │
│      • Pre-built image on Docker Hub                         │
│                                                              │
│  Blocker 3: AgentDB Integration Complexity                   │
│  ───────────────────────────────────────────────────────────│
│    Probability: Medium (40%)                                 │
│    Impact: Medium (learning features delayed)                │
│    Mitigation:                                               │
│      • Start with file-based storage                         │
│      • Incremental AgentDB integration                       │
│      • Mock implementation first                             │
│                                                              │
│  Blocker 4: Large Data Generation Time                       │
│  ───────────────────────────────────────────────────────────│
│    Probability: High (60%)                                   │
│    Impact: Medium (scalability tests delayed)                │
│    Mitigation:                                               │
│      • Pre-generate test repositories                        │
│      • Cache generated data                                  │
│      • Reduce XLarge test scope if needed                    │
│                                                              │
└──────────────────────────────────────────────────────────────┘
```

---

## 🔧 Coordination Hooks Schedule

```
┌──────────────────────────────────────────────────────────────┐
│ COORDINATION HOOKS TIMELINE                                  │
├──────────────────────────────────────────────────────────────┤
│                                                              │
│  Pre-Task Hooks (14 milestones):                             │
│  ───────────────────────────────────────────────────────────│
│    • npx claude-flow@alpha hooks pre-task \                  │
│        --description "M[X.Y]: [description]"                 │
│    • Execute before each milestone                           │
│    • Set up swarm coordination                               │
│                                                              │
│  Post-Edit Hooks (continuous):                               │
│  ───────────────────────────────────────────────────────────│
│    • npx claude-flow@alpha hooks post-edit \                 │
│        --file "[file]" --memory-key "swarm/[agent]/[step]"   │
│    • Execute after significant code changes                  │
│    • Store artifacts in swarm memory                         │
│                                                              │
│  Post-Task Hooks (14 milestones):                            │
│  ───────────────────────────────────────────────────────────│
│    • npx claude-flow@alpha hooks post-task \                 │
│        --task-id "[milestone-id]"                            │
│    • Execute after milestone completion                      │
│    • Record metrics and status                               │
│                                                              │
│  Session Management:                                         │
│  ───────────────────────────────────────────────────────────│
│    • Session restore at Week 2, 3, 4 start                   │
│    • Session end at each week end                            │
│    • Export metrics weekly                                   │
│                                                              │
└──────────────────────────────────────────────────────────────┘
```

---

## 📈 Progress Tracking

### Weekly Checkpoints

```
┌──────────────────────────────────────────────────────────────┐
│ WEEKLY PROGRESS CHECKPOINTS                                  │
├──────────────────────────────────────────────────────────────┤
│                                                              │
│  Week 1 Checkpoint:                                          │
│    ✓ Requirements documented (M1.1)                          │
│    ✓ Architecture designed (M1.2)                            │
│    ✓ Algorithms designed (M2.1, M2.2)                        │
│    ✓ 25% complete (40/158 hours)                             │
│                                                              │
│  Week 2 Checkpoint:                                          │
│    ✓ Docker environment functional (M3.1)                    │
│    ✓ Benchmark harness implemented (M3.2)                    │
│    ✓ All benchmark categories started (M3.3-3.5)             │
│    ✓ 63% complete (100/158 hours)                            │
│                                                              │
│  Week 3 Checkpoint:                                          │
│    ✓ All benchmarks complete (M3.3-3.5)                      │
│    ✓ Analysis framework implemented (M4.1-4.4)               │
│    ✓ AgentDB integration functional                          │
│    ✓ 91% complete (144/158 hours)                            │
│                                                              │
│  Week 4 Checkpoint:                                          │
│    ✓ Reports generated (M5.1)                                │
│    ✓ Documentation complete (M5.2)                           │
│    ✓ CI/CD integrated (M5.3)                                 │
│    ✓ Validation passed (M5.4)                                │
│    ✓ 100% complete (158/158 hours)                           │
│                                                              │
└──────────────────────────────────────────────────────────────┘
```

---

## 🎯 Next Actions

### Immediate Prerequisites (Before Week 1)

```bash
# 1. Install jujutsu
cargo install --git https://github.com/martinvonz/jj.git jj-cli
jj --version  # Verify installation

# 2. Verify Docker
docker --version
docker-compose --version

# 3. Install profiling tools
cargo install cargo-flamegraph
cargo install cargo-tarpaulin
cargo install cargo-audit

# 4. Create directory structure
cd /workspaces/agentic-flow/packages/agentic-jujutsu
mkdir -p benchmarks/{src,tests,docker,config,templates,scripts,docs,reports}
mkdir -p benchmarks/src/{vcs,worktree,scalability,analysis,security,optimization,learning,reporters}
mkdir -p benchmarks/docs/{algorithms,requirements}

# 5. Initialize benchmark package
cd benchmarks
cat > Cargo.toml << 'EOF'
[package]
name = "agentic-jujutsu-benchmarks"
version = "0.1.0"
edition = "2021"

[dependencies]
criterion = "0.5"
tokio = { version = "1.0", features = ["full"] }
serde = { version = "1.0", features = ["derive"] }
serde_json = "1.0"
anyhow = "1.0"
chrono = "0.4"
bollard = "0.16"
plotters = "0.3"
handlebars = "5.0"
csv = "1.3"
EOF

# 6. Execute coordination hooks
npx claude-flow@alpha hooks pre-task --description "benchmark-suite: initialization"
npx claude-flow@alpha hooks session-restore --session-id "benchmark-planning"
```

### Week 1 Kickoff

```bash
# Spawn Researcher Agent for Milestones 1.1-2.2
Task("Researcher Agent",
     "Complete requirements analysis, architecture design, and algorithm design for jujutsu benchmark suite. Deliverables: REQUIREMENTS.md, ARCHITECTURE.md, and algorithm pseudocode files.",
     "researcher")
```

---

**Created**: 2025-11-09
**Status**: Planning Complete
**Dependencies**: Fully mapped
**Resource Plan**: Optimized for 2-3 developers
**Next**: Execute prerequisite setup and spawn Researcher Agent