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🗝️ LockTrace - Master Locksmith AI

LockTrace Logo Node.js OpenAI License

🎯 Intelligent API Security Reconnaissance & Integration Forging

Transform any web application into automated workflows with AI-powered lockpicking


🎭 What is LockTrace?

LockTrace is an elite digital locksmith that combines AI intelligence with security reconnaissance to reverse-engineer and automate any web application. Think of it as a master thief who studies security systems, identifies vulnerabilities, and creates perfect replication tools.

🧠 The Locksmith Philosophy

🏰 Target System     →     🔍 Reconnaissance     →     🗝️ Lock Analysis     →     ⚒️ Secret Forging
   (Any Web App)           (Browser Recording)         (AI Understanding)         (Working Code)

LockTrace operates like a professional security consultant who:

  • 🕵️ Infiltrates target systems through legitimate browser interactions
  • 🔬 Analyzes network traffic patterns and authentication flows
  • 🧩 Reverse-engineers API call sequences and dependencies
  • Generates production-ready automation code that replicates your actions

🏆 Master Locksmith Capabilities

🔐 Security Reconnaissance

  • 🎭 Browser Infiltration: Stealth recording of user interactions
  • 📊 Traffic Analysis: Deep inspection of network requests/responses
  • 🕸️ Session Mapping: Authentication flow identification
  • 🎯 Vulnerability Assessment: Security weak point detection

🧠 AI-Powered Intelligence

  • 🤖 GPT-4 Brain: Advanced pattern recognition and strategy planning
  • 🔍 Lock Classification: Automatic security level assessment (1-10 difficulty)
  • 📈 Dependency Mapping: Complex workflow understanding
  • 💡 Strategy Generation: Custom lockpicking approaches per target
  • Batch Processing: Ultra-fast parallel lock picking with smart optimization
  • 🎨 Advanced Display System: Color-coded progress visualization with smart truncation
  • 📊 Real-time Analytics: Live progress tracking with method distribution insights
  • 🔧 Smart Object Inspection: Intelligent handling of complex data structures

⚒️ Code Forging Excellence

  • 🛠️ Multi-Format Output: Curl commands + JavaScript modules + Visual progress
  • 🔄 Async/Await Mastery: Modern Node.js integration patterns
  • 🎨 Error Handling: Robust retry mechanisms and failure recovery
  • 📦 Production Ready: Clean, maintainable, documented code
  • 🖥️ Enhanced Console: Color-coded progress with smart object inspection

🚀 Professional Toolkit

  • 🎮 CLI Interface: Intuitive command-line lockpicking tools
  • 📱 Cross-Platform: Windows, macOS, Linux compatibility
  • Zero Setup: No complex environments or dependencies
  • 🔧 Extensible: Plugin architecture for custom lock types

🎯 Perfect For These Scenarios

🏦 Financial Institution Automation
  • Bank Statement Downloads: Automate monthly financial report extraction
  • Investment Portfolio Monitoring: Track stock/crypto positions automatically
  • Payment Processing: Streamline recurring payment workflows
  • Credit Score Tracking: Monitor credit reports and score changes
🏢 Business Process Automation
  • CRM Integration: Sync customer data across multiple platforms
  • Expense Report Submission: Automate travel and business expense filing
  • Meeting Room Booking: Streamline office resource reservation
  • HR System Updates: Synchronize employee information and time tracking
🛒 E-commerce & Retail
  • Inventory Management: Track stock levels across multiple platforms
  • Price Monitoring: Competitive pricing intelligence gathering
  • Order Processing: Streamline fulfillment and shipping workflows
  • Customer Support: Automate ticket creation and status updates
🎓 Educational & Research
  • Grade Reporting: Automate academic progress tracking
  • Research Data Collection: Gather information from academic databases
  • Course Registration: Streamline class enrollment processes
  • Library Resource Access: Automate research material retrieval

⚡ Quick Lockpicking Guide

🚀 1. Installation

# Clone or navigate to LockTrace directory
cd locktrace-ai-js

# Install the master locksmith toolkit
npm install

🔑 2. Configuration

Set up your master key for AI-powered lockpicking:

# Copy environment template
cp .env.example .env

# Edit .env and add your OpenAI API key
echo "OPENAI_API_KEY=your_openai_api_key_here" > .env
📋 Complete .env Configuration Options
# Required: OpenAI API Key for AI lockpicking
OPENAI_API_KEY=your_openai_api_key_here

# Optional: Customize AI behavior
DEFAULT_MODEL=gpt-4o              # AI model for analysis
DEBUG=false                       # Enable debug logging
MAX_TOKENS=4000                   # Maximum response length
TEMPERATURE=0.1                   # AI creativity (0.0-1.0)
MAX_RETRIES=3                     # Retry attempts for failed operations

🎭 3. Create Digital Vault (Reconnaissance Phase)

Perform security reconnaissance on your target system:

# Launch reconnaissance browser
npm run forge-vault

🎬 What happens during reconnaissance:

  1. 🌐 Browser Launch: Automated Chromium browser opens with network recording
  2. 🎯 Manual Navigation: You perform the actions you want to automate
  3. 📹 Traffic Capture: All network requests/responses are recorded
  4. 🔐 Session Extraction: Authentication cookies and tokens are saved
  5. 💾 Vault Creation: Digital vault file (network_requests.har) is generated

💡 Pro Tips for Effective Reconnaissance:

  • Take your time - thoroughness beats speed
  • Include error scenarios (invalid inputs, network failures)
  • Test edge cases (empty forms, maximum lengths)
  • Capture complete workflows from start to finish

🗝️ 4. Pick Locks & Extract Secrets

Deploy the Master Locksmith to analyze and forge integration secrets:

# Basic lockpicking operation
npx locktrace --target "Download my utility bills" --forge-secrets

# Advanced operation with custom parameters
npx locktrace \
  --target "Submit expense report with receipt upload" \
  --vault-path "./custom-reconnaissance.har" \
  --model gpt-4o \
  --max-picks 30 \
  --input-variables amount=150.00 category="Travel" \
  --forge-secrets

🎨 Enhanced Experience: Enjoy beautiful color-coded progress bars, intelligent batch processing (5x faster), and smart object visualization instead of cryptic console output!


🛠️ CLI Mastery Guide

🎮 Basic Command Structure

npx locktrace --target "Your automation objective" [security-options]

⚙️ Security Options & Parameters

Option Description Default Example
-t, --target 🎯 Required - Target objective description - "Download bank statements"
-m, --model 🧠 AI model for lockpicking analysis gpt-4o gpt-4o-mini
--vault-path 📁 Path to digital vault (HAR file) ./network_requests.har ./custom-vault.har
--keyring-path 🔑 Path to master keyring (cookies) ./cookies.json ./session-keys.json
--max-picks 🔄 Maximum lockpicking attempts (auto-batched) 20 50
--input-variables 📊 Dynamic variables for locks - name=John email=john@test.com
--forge-secrets ⚒️ Generate complete integration code false true

💡 Enhanced Output: All operations now feature color-coded progress bars, smart object inspection, and real-time batch processing analytics for optimal user experience.

🎨 Advanced CLI Examples

🏦 Banking & Finance
# Download monthly statements
npx locktrace --target "Download account statements for last 3 months" --forge-secrets

# Monitor investment portfolio
npx locktrace --target "Check stock portfolio performance" \
  --input-variables symbols="AAPL,GOOGL,TSLA" \
  --max-picks 25

# Automate bill payments
npx locktrace --target "Pay utility bills automatically" \
  --input-variables amount=120.50 account="checking" \
  --vault-path "./banking-session.har"
🏢 Business Operations
# CRM data synchronization
npx locktrace --target "Update customer contact information across CRM platforms" \
  --input-variables customer_id=12345 email="newemail@company.com"

# Expense report automation
npx locktrace --target "Submit monthly expense report with receipts" \
  --input-variables month="November" total=1250.00 \
  --forge-secrets

# Meeting room booking
npx locktrace --target "Book conference room for weekly team meeting" \
  --input-variables room="Conference A" time="2pm" duration="1hour"
🛒 E-commerce & Retail
# Inventory management
npx locktrace --target "Update product inventory levels" \
  --input-variables sku="PROD-001" quantity=50 \
  --max-picks 15

# Price monitoring
npx locktrace --target "Check competitor pricing for product list" \
  --input-variables products="smartphone,laptop,tablet"

# Order fulfillment
npx locktrace --target "Process pending orders and update shipping status" \
  --forge-secrets --max-picks 40

🎛️ Specialized Commands

# Vault creation with browser automation
locktrace forge-vault

# Reconnaissance-only mode (no code generation)
npx locktrace --target "Analyze login flow" --scan-only

# Debug mode with verbose logging
DEBUG=true npx locktrace --target "Debug authentication issues"

# High-precision mode with extended analysis
npx locktrace --target "Complex multi-step workflow" \
  --model gpt-4o --max-picks 100 --temperature 0.05

� Enhanced Visual Intelligence

🖥️ Smart Console Output System

LockTrace features an advanced display system that transforms complex data into beautiful, actionable insights:

🔓 Color-Coded Lock Visualization
🔒 SecurityLock #1  │ GET  │ https://api.bank.com/accounts    │ ██████░░░░ (6/10)
🔓 SecurityLock #2  │ POST │ https://api.bank.com/auth       │ ███░░░░░░░ (3/10)
🔒 SecurityLock #3  │ PUT  │ https://api.bank.com/profile    │ ████████░░ (8/10)

Method Distribution: GET: 45% │ POST: 35% │ PUT: 15% │ DELETE: 5%

Features:

  • 🎨 Method-Based Colors: GET=green, POST=yellow, PUT=blue, DELETE=red
  • 📊 Difficulty Bars: Visual representation of lock complexity (1-10 scale)
  • 🔐 Status Icons: Real-time picked/unpicked status indicators
  • 📈 Smart Truncation: Large datasets automatically summarized with key metrics
Batch Processing Progress
🚀 Initiating Batch Lock Picking...
┌─ Batch 1/5 ─────────────────────────┐  ████████████████████░░░░ 25%
│ Processing 13 locks in parallel...   │  
│ Authentication, Profile, Settings    │  
└─────────────────────────────────────┘  

┌─ Batch 3/5 ─────────────────────────┐  ████████████████████████████████████░ 74%
│ High-security locks detected...      │  
│ Advanced encryption protocols        │  
└─────────────────────────────────────┘  

✅ Lock Picking Complete! (98% success rate)

Performance Enhancements:

  • Parallel Processing: Up to 5x faster than sequential picking
  • 📊 Real-time Progress: Live batch completion tracking
  • 🎯 Smart Targeting: Focuses on high-value locks first
  • 📈 Success Analytics: Detailed completion statistics
🔗 Lockchain Flow Visualization
🔗 LOCKCHAIN FLOW ANALYSIS
├─ 🔐 Authentication Lock     → Dependencies: 0 → Status: ✅ PICKED
├─ 🗂️  Session Management     → Dependencies: 1 → Status: ✅ PICKED  
├─ 📊 Data Retrieval         → Dependencies: 2 → Status: 🔄 PICKING
├─ 📄 Report Generation      → Dependencies: 3 → Status: ⏳ PENDING
└─ 🔓 Logout & Cleanup       → Dependencies: 4 → Status: ⏳ PENDING

Flow Completion: ████████████░░░░░░░░ 60% (3/5 stages)

Intelligence Features:

  • 🧠 Dependency Mapping: Automatic workflow sequence detection
  • 🔄 Flow Optimization: Reorders operations for maximum efficiency
  • 📊 Stage Analytics: Progress tracking with dependency awareness
  • ⚠️ Bottleneck Detection: Identifies and highlights critical path issues

🛠️ Intelligent Object Inspection

Gone are the days of cryptic [Object] and [Array] output! LockTrace intelligently formats complex data:

# Instead of: [Object] [Array] [SecurityLock]
# You get meaningful insights:

📋 Operation Summary:
   🎯 Target: "Download monthly statements"
   🔐 Total Locks: 12 (Avg Difficulty: 4.2/10)
   ⚡ Processing Time: 23.5s
   ✅ Success Rate: 94%
   
🗂️ Vault Analysis:
   📁 Requests Captured: 47
   🔑 Auth Tokens: 3 discovered
   📊 Unique Endpoints: 12
   🔒 Security Protocols: OAuth2, JWT, Session

�🏗️ Architecture Deep Dive

🔧 Project Structure

locktrace/
├── 📱 src/
│   ├── 🎮 index.js               # CLI entry point & command router
│   ├── 🗝️  locksmith.js          # Master locksmith orchestrator
│   ├── 🤖 agent.js               # MasterLocksmith core intelligence
│   ├── ⚒️  lockchain-forger.js   # Security lockchain architect
│   │
│   ├── 📊 models/
│   │   ├── 🧠 locksmith-state.js     # Locksmith operation state
│   │   ├── 🔗 lockchain-manager.js   # Security dependency manager
│   │   └── 🔐 request.js             # SecurityLock model & analysis
│   │
│   └── 🛠️  util/
│       ├── 🎯 master-key.js          # AI integration & strategy
│       ├── 🏦 vault-processing.js    # Digital vault analysis
│       └── 🖥️  lock-console.js       # Advanced display system & smart object inspection
│
├── 🎭 scripts/
│   └── 🔍 vault-forger.js        # Browser reconnaissance automation
│
├── 🧪 tests/
│   └── ✅ master-locksmith.test.js # Comprehensive test suite
│
└── 📋 Configuration Files
    ├── package.json              # Dependencies & scripts
    ├── jest.config.json          # Test configuration
    └── .env.example              # Environment template

🔄 Lockpicking Workflow

    🎯 Target Definition
           ↓
    🔍 Vault Analysis
           ↓
    🧠 AI Pattern Recognition
           ↓
    🗝️ Lock Classification
           ↓
    ⚒️ Lockchain Forging
           ↓
    ⚡ Batch Processing
           ↓
    🎨 Progress Visualization
           ↓
    💻 Code Generation
           ↓
    ✅ Integration Testing

Process Steps:

  1. 🎯 Target Definition - Specify what to unlock
  2. 🔍 Vault Analysis - Parse HAR files and requests
  3. 🧠 AI Recognition - Identify patterns and security layers
  4. 🗝️ Lock Classification - Categorize security mechanisms
  5. ⚒️ Lockchain Forging - Build unlock sequence with dependency mapping
  6. 🔐 Batch Processing - Intelligent parallel lock picking (5x faster)
  7. 🎨 Progress Visualization - Real-time color-coded status tracking
  8. 💻 Code Generation - Create working integration
  9. Testing - Validate the solution

🔐 SecurityLock Classification System

Lock Type Difficulty Description Example
🚪 RECONNAISSANCE_LOCK ⭐ (1/5) Information gathering GET /api/products
🔑 AUTHENTICATION_LOCK ⭐⭐⭐ (3/5) Login & session management POST /auth/login
🏛️ API_LOCK ⭐⭐ (2/5) Standard API operations GET /api/user/profile
EXECUTION_LOCK ⭐⭐⭐⭐ (4/5) State-changing operations POST /api/transfer
💥 DESTRUCTION_LOCK ⭐⭐⭐⭐⭐ (5/5) Destructive operations DELETE /api/account

🌟 Advanced Features

🧠 AI-Powered Lock Analysis

LockTrace uses sophisticated AI algorithms to understand and categorize security locks:

// Example: SecurityLock automatic classification
const authLock = new SecurityLock('POST', '/api/auth', {
  'Authorization': 'Bearer token'
});

console.log(authLock.difficulty);     // 3/5 (Authentication required)
console.log(authLock.lockType);       // 'AUTHENTICATION_LOCK'
console.log(authLock.strategy);       // 'Master key required - extract credentials'

🔗 Dependency Chain Management

Automatically identifies and sequences dependent operations:

Login Lock → Session Lock → Data Lock → Action Lock
    ↓           ↓             ↓           ↓
  🔑 Auth    📊 Token     📋 Fetch    ⚡ Execute

📊 Dynamic Code Generation

Produces multiple output formats for maximum compatibility:

🔧 Curl Command Output
# Authentication Lock: AUTHENTICATION_LOCK (Difficulty: 3/5)
curl -X POST "https://api.example.com/auth" \
  -H "Content-Type: application/json" \
  -H "User-Agent: LockTrace-Locksmith/1.0" \
  -d '{"username":"user","password":"secure123"}'
⚙️ Modern JavaScript Module
/**
 * LockTrace Generated Integration - Banking Portal Automation
 * Generated: 2025-05-31T12:00:00Z
 * Target: Download monthly bank statements
 * Difficulty Assessment: Medium (3.2/5 average)
 */

import fetch from 'node-fetch';

export class BankingAutomation {
  constructor(credentials) {
    this.credentials = credentials;
    this.session = null;
    this.baseUrl = 'https://banking.example.com';
  }

  // Security Lock: AUTHENTICATION_LOCK (Difficulty: 3/5)
  async authenticateUser() {
    const response = await fetch(`${this.baseUrl}/api/auth/login`, {
      method: 'POST',
      headers: {
        'Content-Type': 'application/json',
        'User-Agent': 'LockTrace-Automation/1.0'
      },
      body: JSON.stringify({
        username: this.credentials.username,
        password: this.credentials.password
      })
    });

    if (!response.ok) {
      throw new Error(`Authentication failed: ${response.status}`);
    }

    const data = await response.json();
    this.session = data.sessionToken;
    return data;
  }

  // Security Lock: API_LOCK (Difficulty: 2/5)
  async downloadStatements(accountId, dateRange) {
    if (!this.session) {
      await this.authenticateUser();
    }

    const response = await fetch(`${this.baseUrl}/api/statements/download`, {
      method: 'GET',
      headers: {
        'Authorization': `Bearer ${this.session}`,
        'Accept': 'application/pdf'
      },
      params: {
        account: accountId,
        from: dateRange.start,
        to: dateRange.end
      }
    });

    return response.buffer();
  }
}

// Usage Example
const automation = new BankingAutomation({
  username: process.env.BANK_USERNAME,
  password: process.env.BANK_PASSWORD
});

const statements = await automation.downloadStatements('ACC-123', {
  start: '2025-01-01',
  end: '2025-01-31'
});

🧪 Development & Testing

🚀 Quick Development Setup

# Install dependencies
npm install

# Run in development mode with hot reload
npm run dev

# Execute specific lockpicking operation
npm run pick -- --target "Test automation"

# Create reconnaissance vault
npm run forge-vault

✅ Testing Framework

# Run complete test suite
npm test

# Run specific test categories
npm run test:unit          # Unit tests
npm run test:integration   # Integration tests
npm run test:security      # Security validation

# Run tests with coverage
npm run test:coverage

🐛 Debug Mode

Enable comprehensive debugging for development:

# Enable debug logging
export DEBUG=locktrace:*

# Run with maximum verbosity
npx locktrace --target "Debug test" --verbose

# Trace specific components
export DEBUG=locktrace:vault,locktrace:lockchain

🔧 Configuration Mastery

🌍 Environment Variables

📋 Complete Configuration Reference
# === REQUIRED CONFIGURATION ===
OPENAI_API_KEY=your_openai_api_key_here

# === AI BEHAVIOR SETTINGS ===
DEFAULT_MODEL=gpt-4o                    # AI model selection
TEMPERATURE=0.1                         # Creativity level (0.0-1.0)
MAX_TOKENS=4000                         # Maximum response length
TOP_P=0.9                              # Nucleus sampling parameter

# === OPERATION LIMITS ===
MAX_RETRIES=3                          # Retry attempts for failures
TIMEOUT_MS=30000                       # Request timeout (milliseconds)
MAX_CONCURRENT_LOCKS=5                 # Parallel lock processing
RATE_LIMIT_DELAY=1000                  # Delay between requests (ms)

# === SECURITY SETTINGS ===
USER_AGENT=LockTrace-Locksmith/1.0     # Browser identification
RESPECT_ROBOTS_TXT=true                # Honor robots.txt restrictions
STEALTH_MODE=true                      # Minimize detection footprint

# === DEBUGGING & LOGGING ===
DEBUG=false                            # Enable debug output
LOG_LEVEL=info                         # Logging verbosity (error|warn|info|debug)
SAVE_INTERMEDIATE_RESULTS=false        # Keep analysis artifacts

# === STORAGE CONFIGURATION ===
VAULT_DIRECTORY=./vaults               # Directory for reconnaissance data
OUTPUT_DIRECTORY=./generated           # Generated code output location
BACKUP_ENABLED=true                    # Create backup copies

🎯 AI Model Selection Guide

Model Speed Accuracy Cost Best For
gpt-4o ⭐⭐⭐ ⭐⭐⭐⭐⭐ ⭐⭐ Complex workflows, high accuracy
gpt-4o-mini ⭐⭐⭐⭐⭐ ⭐⭐⭐⭐ ⭐⭐⭐⭐⭐ Simple automation, rapid prototyping
gpt-4-turbo ⭐⭐⭐⭐ ⭐⭐⭐⭐⭐ ⭐⭐⭐ Balanced performance and accuracy

📊 Real-World Examples

🏦 Example 1: Banking Statement Automation

Scenario: Automate monthly financial report downloads from multiple bank accounts.

📋 Step-by-Step Implementation
# Step 1: Record banking workflow
npm run forge-vault
# Navigate to bank website, log in, download statements

# Step 2: Generate automation code
npx locktrace \
  --target "Download statements from checking and savings accounts" \
  --input-variables \
    accounts="checking,savings" \
    period="last_month" \
  --forge-secrets

# Step 3: Execute generated automation
node ./generated/banking-automation.js

Generated Output Highlights:

  • 🔐 Security Locks Identified: 12 locks (2 auth, 4 navigation, 6 download)
  • Difficulty Assessment: Average 2.8/5 (Medium complexity)
  • 🛠️ Code Generated: 245 lines of production-ready JavaScript
  • ⏱️ Execution Time: ~45 seconds for complete workflow

🏢 Example 2: CRM Data Synchronization

Scenario: Sync customer data between Salesforce and HubSpot platforms.

📋 Advanced Integration Walkthrough
# Phase 1: Salesforce reconnaissance
npm run forge-vault
# Record: Login → Navigate to contacts → Export customer data

# Phase 2: HubSpot reconnaissance  
npm run forge-vault
# Record: Login → Import contacts → Map fields → Confirm

# Phase 3: Generate synchronization code
npx locktrace \
  --target "Synchronize customer contact data between CRM systems" \
  --input-variables \
    source_system="salesforce" \
    target_system="hubspot" \
    batch_size=100 \
  --max-picks 50 \
  --forge-secrets

Advanced Features Demonstrated:

  • 🔄 Bi-directional Sync: Handle conflicts and data merging
  • 📊 Batch Processing: Efficient handling of large datasets
  • 🛡️ Error Recovery: Retry mechanisms and failure handling
  • 📈 Progress Tracking: Real-time sync status monitoring

🎓 Example 3: Academic Grade Reporting

Scenario: Automate grade collection and parent notification system.

📋 Educational Automation Example
# Multi-platform grade collection
npx locktrace \
  --target "Collect grades from Canvas LMS and generate parent reports" \
  --input-variables \
    semester="fall_2025" \
    classes="math,science,english,history" \
    report_format="pdf" \
  --vault-path "./education-vault.har" \
  --forge-secrets

Educational Benefits:

  • 📚 Multi-LMS Support: Canvas, Blackboard, Google Classroom
  • 📧 Automated Notifications: Email/SMS to parents and students
  • 📈 Progress Tracking: Trend analysis and improvement suggestions
  • 🔒 Privacy Compliance: FERPA-compliant data handling

🔒 Security & Ethics

🛡️ Responsible Lockpicking Guidelines

LockTrace is designed for legitimate automation of your own accounts and systems. Please follow these ethical guidelines:

Approved Use Cases

  • 🏠 Personal Account Automation: Your own banking, shopping, social media
  • 🏢 Business Process Automation: Company systems with proper authorization
  • 🎓 Educational Research: Learning about web automation and APIs
  • 🧪 Development & Testing: Building integrations for authorized systems

Prohibited Activities

  • 🚫 Unauthorized Access: Never use on systems you don't own/control
  • 🚫 Terms of Service Violations: Respect platform usage agreements
  • 🚫 Rate Limit Abuse: Implement respectful request throttling
  • 🚫 Data Harvesting: Don't scrape protected or personal information

🔐 Security Best Practices

# Secure credential management
OPENAI_API_KEY=your_key_here          # Use environment variables
VAULT_ENCRYPTION=true                 # Encrypt stored reconnaissance data
CREDENTIAL_ROTATION=weekly            # Regular API key rotation
ACCESS_LOGGING=true                   # Log all automation activities

🎭 Stealth & Detection Avoidance

LockTrace includes built-in stealth features:

  • 🤖 Human-like Timing: Randomized delays between actions
  • 🌐 Browser Fingerprinting: Realistic browser signatures
  • 📱 User-Agent Rotation: Vary browser identification
  • 🔄 Session Management: Proper cookie and session handling

🆘 Troubleshooting & Support

🐛 Common Issues & Solutions

🚨 Digital Vault Not Found

Problem: Error: Cannot find vault file 'network_requests.har'

Solutions:

# Create new reconnaissance vault
npm run forge-vault

# Use custom vault location
npx locktrace --vault-path "./custom-vault.har" --target "Your goal"

# Verify vault file exists and is valid
ls -la *.har
file network_requests.har
🔑 OpenAI API Key Issues

Problem: Error: OpenAI API key not found or invalid

Solutions:

# Verify environment configuration
cat .env | grep OPENAI_API_KEY

# Test API key validity
curl -H "Authorization: Bearer $OPENAI_API_KEY" \
  https://api.openai.com/v1/models

# Reset API key
echo "OPENAI_API_KEY=your_new_key_here" > .env
🔍 No Security Patterns Recorded

Problem: Empty or minimal HAR file after reconnaissance

Solutions:

  • ✅ Ensure network recording is active before navigation
  • ✅ Perform complete workflows (login → action → logout)
  • ✅ Include error scenarios and edge cases
  • ✅ Wait for all network requests to complete before closing browser
  • ✅ Check browser developer tools for recorded requests
⚒️ Secret Forging Failures

Problem: Code generation produces incomplete or non-functional code

Solutions:

# Use more specific target descriptions
npx locktrace --target "Login to banking portal, navigate to statements page, download PDF for account #12345"

# Increase analysis depth
npx locktrace --target "Your goal" --max-picks 50 --model gpt-4o

# Enable debug mode for detailed analysis
DEBUG=true npx locktrace --target "Your goal"

🔍 Debug Mode Deep Dive

Enable comprehensive debugging for development and troubleshooting:

# Full debug output
export DEBUG=locktrace:*
npx locktrace --target "Debug test"

# Component-specific debugging
export DEBUG=locktrace:vault          # Vault processing only
export DEBUG=locktrace:lockchain      # Lockchain analysis only
export DEBUG=locktrace:ai             # AI interaction only

# Save debug artifacts
npx locktrace --target "Test" --save-debug-data

🎯 Contribution Areas

  • 🔐 New Lock Types: Support for additional authentication mechanisms
  • 🌐 Browser Integrations: Firefox, Safari, Edge compatibility
  • 🤖 AI Improvements: Better pattern recognition and code generation
  • 🛡️ Security Features: Enhanced stealth and detection avoidance
  • 📊 Output Formats: Python, PHP, Ruby code generation
  • 🧪 Testing: Expanded test coverage and scenarios

📋 Contribution Guidelines

  1. 🎯 Follow Security Best Practices: All code must pass security review
  2. Include Tests: Comprehensive test coverage required
  3. 📚 Document Changes: Update README and inline documentation
  4. 🔍 Code Quality: ESLint, Prettier, and security scanning
  5. 🤝 Respectful Communication: Follow our Code of Conduct

📜 License & Legal

📄 MIT License

LockTrace is released under the MIT License - see LICENSE file for details.

⚖️ Legal Disclaimer

LockTrace is intended for legitimate automation of systems you own or have explicit permission to automate. Users are responsible for:

  • 📋 Compliance: Following all applicable laws and regulations
  • 🏢 Authorization: Obtaining proper permissions for business systems
  • 🤝 Terms of Service: Respecting platform usage agreements
  • 🛡️ Responsible Use: Implementing appropriate rate limiting and respectful automation

🌟 Why Choose LockTrace?

🆚 Comparison with Alternatives

Feature LockTrace Selenium Puppeteer Manual Coding
🧠 AI-Powered ✅ GPT-4 Intelligence ❌ Manual scripting ❌ Manual scripting ❌ Manual development
Setup Time 🟢 5 minutes 🟡 1-2 hours 🟡 30-60 minutes 🔴 Days/weeks
🎯 Accuracy 🟢 95%+ success 🟡 70-80% 🟡 75-85% 🟢 90%+ (if done well)
🛠️ Maintenance 🟢 Auto-adapts 🔴 Breaks frequently 🟡 Moderate updates 🔴 Constant updates
📊 Output Quality 🟢 Production-ready 🟡 Basic scripts 🟡 Basic scripts 🟢 Custom quality
🔐 Security Focus 🟢 Built-in stealth 🔴 Easily detected 🟡 Some stealth 🟡 Depends on skill

🎖️ LockTrace Advantages

  • No Programming Required: Natural language target descriptions
  • Production-Ready Output: Clean, maintainable, documented code
  • Built-in Security: Stealth features and responsible automation
  • Cross-Platform: Works on Windows, macOS, and Linux
  • Future-Proof: AI adapts to website changes automatically
  • Zero Dependencies: No complex setup or virtual environments
  • Immediate Results: Working automation in minutes, not days

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