Autonomous Master

The single entry point for fully autonomous coding.

Orchestrates all 16 autonomous coding skills to implement complete projects from specification to working code.

Quick Start

Start New Project

autonomous start: Build a task management app with user authentication,
project management, and team collaboration features. Use Next.js,
TypeScript, Prisma, and PostgreSQL.

Continue Existing Project

autonomous continue

Check Status

autonomous status

How It Works

┌─────────────────────────────────────────────────────────────────┐
│                    AUTONOMOUS MASTER                             │
│                                                                  │
│  "autonomous start: [spec]"                                     │
│         │                                                        │
│         ▼                                                        │
│  ┌─────────────────────────────────────────────────────────┐    │
│  │  PHASE 1: INITIALIZATION                                 │    │
│  │  ├─ Parse specification                                  │    │
│  │  ├─ Generate 100+ features → feature_list.json          │    │
│  │  ├─ Create environment → init.sh                        │    │
│  │  ├─ Scaffold project structure                          │    │
│  │  ├─ Initialize git repository                           │    │
│  │  └─ Create master-state.json                            │    │
│  │                                                          │    │
│  │  Skills Used: initializer-agent, context-state-tracker  │    │
│  └─────────────────────────────────────────────────────────┘    │
│         │                                                        │
│         ▼                                                        │
│  ┌─────────────────────────────────────────────────────────┐    │
│  │  PHASE 2: IMPLEMENTATION LOOP                            │    │
│  │  while (incomplete_features > 0):                        │    │
│  │    │                                                     │    │
│  │    ├─ CHECK CONTEXT                                      │    │
│  │    │   └─ If > 85% used → HANDOFF                       │    │
│  │    │                                                     │    │
│  │    ├─ SELECT FEATURE                                     │    │
│  │    │   └─ Priority + dependency order                   │    │
│  │    │                                                     │    │
│  │    ├─ CREATE CHECKPOINT                                  │    │
│  │    │   └─ Safe rollback point                           │    │
│  │    │                                                     │    │
│  │    ├─ IMPLEMENT (TDD)                                    │    │
│  │    │   ├─ RED: Write failing test                       │    │
│  │    │   ├─ GREEN: Implement to pass                      │    │
│  │    │   └─ REFACTOR: Clean up                            │    │
│  │    │                                                     │    │
│  │    ├─ VERIFY                                             │    │
│  │    │   └─ Run E2E tests                                 │    │
│  │    │                                                     │    │
│  │    ├─ If PASS:                                           │    │
│  │    │   ├─ Mark feature complete                         │    │
│  │    │   ├─ Commit changes                                │    │
│  │    │   └─ Update progress                               │    │
│  │    │                                                     │    │
│  │    └─ If FAIL:                                           │    │
│  │        ├─ Attempt recovery                              │    │
│  │        ├─ If unrecoverable: rollback, skip              │    │
│  │        └─ Store error→solution for learning            │    │
│  │                                                          │    │
│  │  Skills Used: coding-agent, tdd-workflow,               │    │
│  │               browser-e2e-tester, error-recoverer,      │    │
│  │               checkpoint-manager, progress-tracker      │    │
│  └─────────────────────────────────────────────────────────┘    │
│         │                                                        │
│         ▼                                                        │
│  ┌─────────────────────────────────────────────────────────┐    │
│  │  PHASE 3: HANDOFF (when context limit reached)           │    │
│  │  ├─ Compact context summary                              │    │
│  │  ├─ Serialize full state                                 │    │
│  │  ├─ Save handoff package                                 │    │
│  │  ├─ Generate continuation prompt                         │    │
│  │  └─ Exit cleanly                                         │    │
│  │                                                          │    │
│  │  Skills Used: context-compactor, handoff-coordinator,   │    │
│  │               memory-manager                             │    │
│  └─────────────────────────────────────────────────────────┘    │
│         │                                                        │
│         ▼                                                        │
│  ┌─────────────────────────────────────────────────────────┐    │
│  │  PHASE 4: COMPLETION (when all features pass)            │    │
│  │  ├─ Run full E2E test suite                              │    │
│  │  ├─ Generate completion report                           │    │
│  │  ├─ Final commit                                         │    │
│  │  └─ Clean up temporary files                             │    │
│  │                                                          │    │
│  │  Skills Used: browser-e2e-tester, progress-tracker      │    │
│  └─────────────────────────────────────────────────────────┘    │
│                                                                  │
└─────────────────────────────────────────────────────────────────┘

Commands

autonomous start: [specification]

Initializes a new autonomous coding project.

Input: Natural language project specification Output:

• feature_list.json with 100+ features
• init.sh environment setup script
• claude-progress.txt progress file
• .claude/master-state.json orchestrator state

Example:

autonomous start: Create an e-commerce platform with:
- User authentication (email, OAuth)
- Product catalog with search and filters
- Shopping cart and checkout
- Order management
- Admin dashboard
Use React, Node.js, PostgreSQL, Stripe for payments.

autonomous continue

Resumes from the last handoff point.

Detects:

• Loads .claude/master-state.json
• Reads .claude/handoffs/current.json
• Resumes at current feature

Example:

autonomous continue

autonomous status

Shows current project status.

Output:

╔══════════════════════════════════════════════════════════════╗
║                  AUTONOMOUS PROJECT STATUS                    ║
╠══════════════════════════════════════════════════════════════╣
║  Project: e-commerce-platform                                 ║
║  Status:  IMPLEMENTING                                        ║
║                                                               ║
║  Progress: ████████████░░░░░░░░ 45/100 (45%)                 ║
║                                                               ║
║  Sessions: 5                                                  ║
║  Current Feature: cart-012 (Add item to cart)                ║
║                                                               ║
║  Errors Recovered: 8                                          ║
║  Errors Skipped: 2                                            ║
║                                                               ║
║  Context Usage: 62% (within limits)                          ║
╚══════════════════════════════════════════════════════════════╝

autonomous rollback [checkpoint-id]

Rolls back to a specific checkpoint.

Example:

autonomous rollback checkpoint-20250115-143000

State Detection

The master orchestrator automatically detects the project state:

def detect_state():
    if not exists("feature_list.json"):
        return "NEEDS_INITIALIZATION"

    if exists(".claude/handoffs/current.json"):
        return "CONTINUE_FROM_HANDOFF"

    features = load("feature_list.json")
    if all(f["passes"] for f in features):
        return "COMPLETE"

    return "CONTINUE_IMPLEMENTATION"

Files Created

File	Purpose
feature_list.json	All features with pass/fail status
init.sh	Environment setup script
claude-progress.txt	Human-readable progress log
.claude/master-state.json	Orchestrator state
.claude/handoffs/*.json	Handoff packages
.claude/checkpoints/*.json	Rollback points
.claude/memory/*.json	Error→solution chains

Multi-Session Workflow

SESSION 1                    SESSION 2                    SESSION 3
┌─────────────┐              ┌─────────────┐              ┌─────────────┐
│ autonomous  │              │ autonomous  │              │ autonomous  │
│ start: spec │              │ continue    │              │ continue    │
├─────────────┤              ├─────────────┤              ├─────────────┤
│ Initialize  │              │ Load state  │              │ Load state  │
│ Features    │              │ Resume      │              │ Resume      │
│ 1-15        │──handoff──▶  │ Features    │──handoff──▶  │ Features    │
│             │              │ 16-35       │              │ 36-50       │
│ Context: 85%│              │ Context: 85%│              │ Context: 60%│
└─────────────┘              └─────────────┘              └─────────────┘
                                                                 │
                                                                 ▼
                                                          ┌─────────────┐
                                                          │  COMPLETE   │
                                                          │  50/50 ✓    │
                                                          └─────────────┘

Skill Dependencies

The master orchestrator uses all 16 skills:

autonomous-master
├── Layer 1: Session Management
│   ├── autonomous-session-manager
│   ├── context-state-tracker
│   └── security-sandbox
├── Layer 2: Agent Roles
│   ├── initializer-agent
│   ├── coding-agent
│   └── progress-tracker
├── Layer 3: Context Engineering
│   ├── context-compactor
│   ├── memory-manager
│   └── handoff-coordinator
├── Layer 4: Verification & Recovery
│   ├── browser-e2e-tester
│   ├── error-recoverer
│   └── checkpoint-manager
└── Layer 5: Orchestration
    ├── autonomous-loop
    ├── parallel-agent-spawner
    ├── autonomous-cost-optimizer
    └── tdd-workflow

Configuration

Edit .claude/master-config.json:

{
  "max_sessions": 20,
  "features_per_session": 15,
  "context_threshold": 0.85,
  "auto_checkpoint": true,
  "parallel_features": false,
  "tdd_strict": true,
  "e2e_required": true
}

Error Recovery

When errors occur:

1. Transient errors (network, rate limit): Automatic retry with backoff
2. Code errors (syntax, type): Attempt fix, retry
3. Test failures: Debug, fix, retry
4. Unrecoverable: Rollback to checkpoint, skip feature, continue

All errors are stored in memory for future reference (causal chains).

Scripts

• scripts/master_orchestrator.py - Core orchestration
• scripts/state_machine.py - State transitions
• scripts/command_parser.py - Parse user commands
• scripts/session_detector.py - Detect project state
• scripts/continuation_generator.py - Generate handoff prompts

References

• references/COMMANDS.md - Full command reference
• references/STATE-MACHINE.md - State transition details
• references/TROUBLESHOOTING.md - Common issues and fixes