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feat: complete Phase 4 AI-assisted debugging for PineScript
- Add AI pattern database with 16 comprehensive PineScript patterns - Implement debug-ai.pine helper with AI analysis functions - Add AI methods to pine-debug.js command - Enhance debug server with AI endpoints (/api/ai/suggest, /api/ai/patterns, etc.) - Create comprehensive AI debugging examples - Test AI integration with existing debugging tools - Add advanced debugging documentation and tutorials
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ADVANCED-DEBUGGING.md

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PERFORMANCE-OPTIMIZATION.md

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PINESCRIPT-DEBUGGING.md

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PINESCRIPT-INTEGRATION.md

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@@ -337,38 +337,95 @@ Run backtesting on PineScript strategies.
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### `/pine-optimize`
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Optimize strategy parameters.
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Optimize strategy parameters using various optimization methods.
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**Options:**
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- `--method <name>` - Optimization method (grid, random, bayesian)
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- `--params <spec>` - Parameter search space
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- `--metric <name>` - Optimization metric (sharpe, profit, winrate)
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- `--iterations <n>` - Maximum iterations
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- `--walk-forward` - Enable walk-forward optimization
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- `--file`, `-f` - PineScript file to optimize (auto-detected)
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- `--method`, `-m` - Optimization method (`grid`, `random`, `bayesian`, `genetic`)
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- `--iterations`, `-i` - Number of optimization iterations (default: 100)
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- `--metric`, `-M` - Optimization metric (`net_profit`, `sharpe`, `win_rate`, `profit_factor`)
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- `--output`, `-o` - Output format (`console`, `json`, `html`, `csv`)
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- `--outputFile`, `-O` - Output file path
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- `--paramSpace`, `-p` - Parameter space definition file (JSON)
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- `--verbose`, `-v` - Verbose output
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**Examples:**
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```bash
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# Basic optimization
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/pine-optimize --file strategy.pine --method grid --metric sharpe
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# Random search with custom parameter space
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/pine-optimize --method random --paramSpace params.json --output json
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# Bayesian optimization with HTML report
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/pine-optimize --method bayesian --iterations 200 --output html --outputFile report.html
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```
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### `/pine-convert`
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Convert between PineScript versions.
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Convert PineScript code between different versions (v4 ↔ v5 ↔ v6).
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**Options:**
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- `--to <version>` - Target version (4, 5, 6)
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- `--validate` - Validate after conversion
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- `--backup` - Create backup of original file
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- `--dry-run` - Show changes without applying
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- `--file`, `-f` - PineScript file to convert (auto-detected)
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- `--from` - Source version (`v4`, `v5`, `v6`, `auto`) (default: `auto`)
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- `--to`, `-t` - Target version (`v4`, `v5`, `v6`) (required)
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- `--output`, `-o` - Output file path (auto-generated)
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- `--backup`, `-b` - Create backup of original file (default: true)
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- `--dryRun`, `-d` - Show changes without writing (default: false)
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- `--verbose`, `-v` - Verbose output
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**Examples:**
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```bash
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# Convert v4 to v5
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/pine-convert --file old-strategy.pine --from v4 --to v5
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# Convert to v6 with auto-detection
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/pine-convert --to v6
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# Preview changes without writing
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/pine-convert --from v5 --to v4 --dryRun --verbose
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```
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### `/pine-alert`
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Configure and test alert system.
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Configure and manage PineScript alert systems with multiple notification channels.
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**Options:**
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- `--setup` - Interactive alert setup
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- `--test` - Test alert delivery
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- `--monitor` - Monitor alert status
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- `--send <message>` - Send test alert
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- `--webhook <url>` - Add webhook endpoint
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- `--action`, `-a` - Action to perform (`setup`, `test`, `list`, `enable`, `disable`, `webhook`) (default: `setup`)
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- `--file`, `-f` - PineScript file to configure alerts for (auto-detected)
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- `--channel`, `-c` - Alert channel (`webhook`, `email`, `discord`, `telegram`, `slack`)
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- `--webhookUrl`, `-w` - Webhook URL for alert delivery
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- `--email`, `-e` - Email address for alerts
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- `--testMessage`, `-m` - Test message to send
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- `--alertName`, `-n` - Specific alert name to manage
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- `--frequency` - Alert frequency (`once_per_bar`, `once_per_bar_close`, `once_per_minute`)
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- `--verbose`, `-v` - Verbose output
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- `--force` - Force overwrite existing configuration
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**Examples:**
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```bash
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# Setup alerts with webhook
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/pine-alert --action setup --channel webhook --webhookUrl https://api.example.com/webhook
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# Test alert delivery
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/pine-alert --action test --testMessage "System test"
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# List configured alerts
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/pine-alert --action list
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# Enable/disable specific alerts
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/pine-alert --action disable --alertName buy_signal
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/pine-alert --action enable --alertName sell_signal
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# Configure webhook channel
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/pine-alert --action webhook --webhookUrl NEW_URL
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```
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## Example Projects
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**Features:**
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- Strategy with real-time alert conditions
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- Webhook server implementation
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- Custom payload templates
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- Rate limiting and retry logic
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- Delivery monitoring
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- Testing utilities
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- Complete RSI-based trading strategy with multiple alert types
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- Production-ready webhook server with Express.js
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- Multiple notification channel support (webhook, email, Discord, Telegram, Slack)
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- Alert processing with type-specific handlers
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- Comprehensive logging and monitoring
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- Statistics and health check endpoints
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- Rate limiting and security features
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- Deployment guides for various platforms
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**Files:**
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- `strategy-with-alerts.pine` - Strategy with alert integration
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- `webhook-server.js` - Test webhook server
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- `alert-templates.json` - Custom alert templates
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- `webhook-config.json` - Webhook configuration
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- `monitoring-dashboard.md` - Alert monitoring setup
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- `rsi-alert-strategy.pine` - Complete strategy with 8 different alert types
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- `webhook-server.js` - Production-ready webhook server with alert processing
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- `package.json` - Dependencies and scripts
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- `README.md` - Complete setup and usage guide
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**Alert Types in Example:**
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1. Strong buy/sell signals (RSI extremes)
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2. Moderate buy/sell signals (RSI thresholds)
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3. Exit signals (stop loss/take profit triggers)
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4. Daily performance summaries
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5. System test alerts
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**Webhook Server Features:**
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- REST API endpoints for alert management
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- Alert processing with business logic
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- File-based logging with rotation
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- Statistics and monitoring dashboard
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- Health checks and test utilities
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- Security middleware (authentication, rate limiting)
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- Extensible architecture for custom processing
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## Configuration
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---
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_Last updated: January 2025_
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_PineScript integration version: 1.0.0_
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_Last updated: January 2026_
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_PineScript integration version: 2.0.0_
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_Compatible with PineScript: v4, v5, v6_
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_Target audience: Experienced TradingView developers_

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