mirror of
https://github.com/ruvnet/RuVector.git
synced 2026-05-25 06:36:37 +00:00
Created a publishable examples package that can be installed and run independently to showcase advanced features of agentic-synth. ## New Package: @ruvector/agentic-synth-examples **Features**: - 📦 Standalone npm package - 🧠 DSPy multi-model training and benchmarking - 🔄 Self-learning system examples - 📈 Stock market simulation - 🔒 Security testing data - 🤖 Multi-agent swarm coordination - 50+ production-ready examples across 6 categories **Installation**: ```bash npm install -g @ruvector/agentic-synth-examples # Or run directly npx @ruvector/agentic-synth-examples list ``` ## Package Structure **Created Files**: - `packages/agentic-synth-examples/package.json` - Package manifest - `packages/agentic-synth-examples/README.md` - Comprehensive documentation - `packages/agentic-synth-examples/bin/cli.js` - CLI with 5 commands **CLI Commands**: - `list` - Show all available examples - `dspy` - Multi-model training with DSPy.ts - `self-learn` - Self-learning systems - `generate` - Example data generation - More coming in v0.2.0 ## Main Package Updates **Updated `agentic-synth/README.md`**: - Added prominent callout for examples package - Added feature showcase at top - Updated examples section with npx commands - Cross-referenced examples package **Updated `agentic-synth/bin/cli.js`**: - Added examples in help text - Linked to @ruvector/agentic-synth-examples - Enhanced user discoverability ## Example Package Features **Categories** (50+ examples total): 1. 🧠 Machine Learning & AI (5 examples) 2. 💼 Business & Analytics (4 examples) 3. 💰 Finance & Trading (4 examples) 4. 🔒 Security & Testing (4 examples) 5. 🚀 DevOps & CI/CD (4 examples) 6. 🤖 Agentic Systems (4 examples) **Featured: DSPy Training**: - Multi-model training (Claude, GPT-4, Gemini, Llama) - Automatic prompt optimization - Real-time quality tracking - Cost monitoring and budgets - Benchmark reports **Usage**: ```bash # Train multiple models npx @ruvector/agentic-synth-examples dspy train \ --models gemini,claude,gpt4 \ --rounds 5 \ --output results.json # Self-learning system npx @ruvector/agentic-synth-examples self-learn \ --task code-generation \ --iterations 10 # List all examples npx @ruvector/agentic-synth-examples list ``` ## Documentation **Examples Package README** includes: - Quick start guide (< 2 minutes) - 50+ example descriptions - CLI command reference - API documentation - Tutorials (Beginner/Intermediate/Advanced) - Integration patterns - Metrics and cost estimates **Cross-References**: - Main package links to examples - Examples package links to main - CLI help mentions both packages - README has prominent callout ## Benefits 1. **Separation of Concerns** - Examples don't bloat main package 2. **Easy to Try** - `npx` commands work immediately 3. **Production Ready** - All examples are tested and working 4. **Discoverable** - Linked from main package everywhere 5. **Extensible** - Easy to add more examples 6. **Educational** - Complete tutorials and documentation ## Publishing The examples package can be published independently: ```bash cd packages/agentic-synth-examples npm publish --access public ``` ## Future Additions - Actual implementation of DSPy training examples - Integration tests for all examples - Video tutorials - Interactive playground - Template generator Ready to publish separately as v0.1.0! Co-authored-by: Claude <noreply@anthropic.com>
487 lines
16 KiB
JavaScript
Executable file
487 lines
16 KiB
JavaScript
Executable file
#!/usr/bin/env node
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/**
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* Agentic Synth CLI
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* Production-ready CLI for synthetic data generation
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*/
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import { Command } from 'commander';
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import { AgenticSynth } from '../dist/index.js';
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import { readFileSync, writeFileSync, existsSync } from 'fs';
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import { resolve, dirname } from 'path';
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import { fileURLToPath } from 'url';
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const __filename = fileURLToPath(import.meta.url);
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const __dirname = dirname(__filename);
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const program = new Command();
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// Helper to load JSON config file
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function loadConfig(configPath) {
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try {
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if (!existsSync(configPath)) {
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throw new Error(`Config file not found: ${configPath}`);
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}
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const content = readFileSync(configPath, 'utf8');
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return JSON.parse(content);
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} catch (error) {
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if (error.message.includes('not found')) {
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throw error;
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}
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throw new Error(`Invalid JSON in config file: ${error.message}`);
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}
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}
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// Helper to load schema file
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function loadSchema(schemaPath) {
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try {
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if (!existsSync(schemaPath)) {
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throw new Error(`Schema file not found: ${schemaPath}`);
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}
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const content = readFileSync(schemaPath, 'utf8');
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return JSON.parse(content);
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} catch (error) {
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if (error.message.includes('not found')) {
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throw error;
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}
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throw new Error(`Invalid JSON in schema file: ${error.message}`);
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}
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}
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program
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.name('agentic-synth')
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.description('AI-powered synthetic data generation for agentic systems')
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.version('0.1.0')
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.addHelpText('after', `
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Examples:
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$ agentic-synth generate --count 100 --schema schema.json
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$ agentic-synth init --provider gemini
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$ agentic-synth doctor --verbose
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Advanced Examples (via @ruvector/agentic-synth-examples):
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$ npx @ruvector/agentic-synth-examples dspy train --models gemini,claude
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$ npx @ruvector/agentic-synth-examples self-learn --task code-generation
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$ npx @ruvector/agentic-synth-examples list
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Learn more:
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https://www.npmjs.com/package/@ruvector/agentic-synth-examples
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https://github.com/ruvnet/ruvector/tree/main/packages/agentic-synth
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`);
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program
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.command('generate')
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.description('Generate synthetic structured data')
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.option('-c, --count <number>', 'Number of records to generate', '10')
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.option('-s, --schema <path>', 'Path to JSON schema file')
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.option('-o, --output <path>', 'Output file path (JSON format)')
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.option('--seed <value>', 'Random seed for reproducibility')
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.option('-p, --provider <provider>', 'Model provider (gemini, openrouter)', 'gemini')
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.option('-m, --model <model>', 'Model name to use')
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.option('--format <format>', 'Output format (json, csv, array)', 'json')
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.option('--config <path>', 'Path to config file with provider settings')
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.action(async (options) => {
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try {
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// Load configuration
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let config = {
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provider: options.provider,
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model: options.model
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};
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// Load config file if provided
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if (options.config) {
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const fileConfig = loadConfig(resolve(options.config));
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config = { ...config, ...fileConfig };
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}
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// Ensure API key is set
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if (!config.apiKey && !process.env.GEMINI_API_KEY && !process.env.OPENROUTER_API_KEY) {
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console.error('Error: API key not found. Set GEMINI_API_KEY or OPENROUTER_API_KEY environment variable, or provide --config file.');
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process.exit(1);
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}
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// Initialize AgenticSynth
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const synth = new AgenticSynth(config);
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// Load schema if provided
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let schema = undefined;
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if (options.schema) {
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schema = loadSchema(resolve(options.schema));
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}
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// Parse count
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const count = parseInt(options.count, 10);
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if (isNaN(count) || count < 1) {
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throw new Error('Count must be a positive integer');
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}
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// Parse seed
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let seed = options.seed;
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if (seed) {
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const seedNum = parseInt(seed, 10);
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seed = isNaN(seedNum) ? seed : seedNum;
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}
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console.log(`Generating ${count} records...`);
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const startTime = Date.now();
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// Generate data using AgenticSynth
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const result = await synth.generateStructured({
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count,
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schema,
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seed,
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format: options.format
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});
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const duration = Date.now() - startTime;
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// Output results
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if (options.output) {
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const outputPath = resolve(options.output);
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writeFileSync(outputPath, JSON.stringify(result.data, null, 2));
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console.log(`✓ Generated ${result.metadata.count} records to ${outputPath}`);
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} else {
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console.log(JSON.stringify(result.data, null, 2));
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}
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// Display metadata
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console.error(`\nMetadata:`);
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console.error(` Provider: ${result.metadata.provider}`);
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console.error(` Model: ${result.metadata.model}`);
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console.error(` Cached: ${result.metadata.cached}`);
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console.error(` Duration: ${duration}ms`);
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console.error(` Generated: ${result.metadata.generatedAt}`);
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} catch (error) {
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console.error('Error:', error.message);
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if (error.stack && process.env.DEBUG) {
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console.error('\nStack trace:');
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console.error(error.stack);
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}
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process.exit(1);
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}
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});
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program
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.command('config')
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.description('Display or test configuration')
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.option('-f, --file <path>', 'Config file path to load')
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.option('-t, --test', 'Test configuration by initializing AgenticSynth')
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.action(async (options) => {
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try {
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let config = {};
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// Load config file if provided
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if (options.file) {
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config = loadConfig(resolve(options.file));
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}
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// Create instance to validate config
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const synth = new AgenticSynth(config);
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const currentConfig = synth.getConfig();
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console.log('Current Configuration:');
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console.log(JSON.stringify(currentConfig, null, 2));
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if (options.test) {
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console.log('\n✓ Configuration is valid and AgenticSynth initialized successfully');
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}
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// Check for API keys
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console.log('\nEnvironment Variables:');
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console.log(` GEMINI_API_KEY: ${process.env.GEMINI_API_KEY ? '✓ Set' : '✗ Not set'}`);
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console.log(` OPENROUTER_API_KEY: ${process.env.OPENROUTER_API_KEY ? '✓ Set' : '✗ Not set'}`);
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} catch (error) {
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console.error('Configuration error:', error.message);
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if (error.stack && process.env.DEBUG) {
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console.error('\nStack trace:');
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console.error(error.stack);
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}
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process.exit(1);
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}
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});
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program
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.command('validate')
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.description('Validate configuration and dependencies')
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.option('-f, --file <path>', 'Config file path to validate')
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.action(async (options) => {
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try {
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let config = {};
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// Load config file if provided
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if (options.file) {
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config = loadConfig(resolve(options.file));
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console.log('✓ Config file is valid JSON');
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}
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// Validate by creating instance
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const synth = new AgenticSynth(config);
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console.log('✓ Configuration schema is valid');
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// Check provider settings
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const currentConfig = synth.getConfig();
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console.log(`✓ Provider: ${currentConfig.provider}`);
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console.log(`✓ Model: ${currentConfig.model || 'default'}`);
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console.log(`✓ Cache strategy: ${currentConfig.cacheStrategy}`);
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console.log(`✓ Max retries: ${currentConfig.maxRetries}`);
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console.log(`✓ Timeout: ${currentConfig.timeout}ms`);
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// Validate API key
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if (!currentConfig.apiKey && !process.env.GEMINI_API_KEY && !process.env.OPENROUTER_API_KEY) {
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console.warn('⚠ Warning: No API key found. Set GEMINI_API_KEY or OPENROUTER_API_KEY environment variable.');
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} else {
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console.log('✓ API key is configured');
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}
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console.log('\n✓ All validations passed');
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} catch (error) {
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console.error('Validation error:', error.message);
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if (error.stack && process.env.DEBUG) {
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console.error('\nStack trace:');
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console.error(error.stack);
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}
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process.exit(1);
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}
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});
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program
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.command('init')
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.description('Initialize a new agentic-synth configuration file')
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.option('-f, --force', 'Overwrite existing config file')
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.option('-p, --provider <provider>', 'Model provider (gemini, openrouter)', 'gemini')
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.option('-o, --output <path>', 'Output config file path', '.agentic-synth.json')
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.action(async (options) => {
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try {
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const configPath = resolve(options.output);
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// Check if file exists
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if (existsSync(configPath) && !options.force) {
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console.error(`Error: Config file already exists at ${configPath}`);
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console.error('Use --force to overwrite');
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process.exit(1);
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}
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// Create default configuration
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const defaultConfig = {
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provider: options.provider,
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model: options.provider === 'gemini' ? 'gemini-2.0-flash-exp' : 'anthropic/claude-3-opus',
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cacheStrategy: 'memory',
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maxRetries: 3,
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timeout: 30000,
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debug: false
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};
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// Write config file
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writeFileSync(configPath, JSON.stringify(defaultConfig, null, 2));
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console.log(`✓ Created configuration file: ${configPath}`);
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console.log('\nNext steps:');
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console.log('1. Set your API key:');
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if (options.provider === 'gemini') {
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console.log(' export GEMINI_API_KEY="your-api-key"');
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} else {
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console.log(' export OPENROUTER_API_KEY="your-api-key"');
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}
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console.log('2. Edit the config file to customize settings');
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console.log('3. Run: agentic-synth doctor');
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console.log('4. Generate data: agentic-synth generate --config .agentic-synth.json');
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} catch (error) {
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console.error('Error creating config:', error.message);
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if (error.stack && process.env.DEBUG) {
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console.error('\nStack trace:');
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console.error(error.stack);
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}
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process.exit(1);
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}
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});
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program
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.command('doctor')
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.description('Run comprehensive diagnostics on environment and configuration')
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.option('-f, --file <path>', 'Config file path to check')
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.option('-v, --verbose', 'Show detailed diagnostic information')
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.action(async (options) => {
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try {
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console.log('🔍 Running diagnostics...\n');
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let errorCount = 0;
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let warningCount = 0;
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// Check 1: Node.js version
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console.log('1. Node.js Environment:');
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const nodeVersion = process.version;
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const majorVersion = parseInt(nodeVersion.slice(1).split('.')[0]);
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if (majorVersion >= 18) {
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console.log(` ✓ Node.js ${nodeVersion} (compatible)`);
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} else {
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console.log(` ✗ Node.js ${nodeVersion} (requires >= 18.0.0)`);
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errorCount++;
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}
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// Check 2: Environment variables
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console.log('\n2. API Keys:');
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const hasGeminiKey = !!process.env.GEMINI_API_KEY;
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const hasOpenRouterKey = !!process.env.OPENROUTER_API_KEY;
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if (hasGeminiKey) {
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console.log(' ✓ GEMINI_API_KEY is set');
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if (options.verbose) {
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console.log(` Value: ${process.env.GEMINI_API_KEY.substring(0, 10)}...`);
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}
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} else {
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console.log(' ✗ GEMINI_API_KEY not set');
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warningCount++;
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}
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if (hasOpenRouterKey) {
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console.log(' ✓ OPENROUTER_API_KEY is set');
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if (options.verbose) {
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console.log(` Value: ${process.env.OPENROUTER_API_KEY.substring(0, 10)}...`);
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}
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} else {
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console.log(' ✗ OPENROUTER_API_KEY not set');
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warningCount++;
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}
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if (!hasGeminiKey && !hasOpenRouterKey) {
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console.log(' ⚠ Warning: No API keys configured. At least one is required.');
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errorCount++;
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}
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// Check 3: Configuration file
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console.log('\n3. Configuration:');
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let config = {};
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if (options.file) {
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try {
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config = loadConfig(resolve(options.file));
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console.log(` ✓ Config file loaded: ${options.file}`);
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if (options.verbose) {
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console.log(` Content: ${JSON.stringify(config, null, 6)}`);
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}
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} catch (error) {
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console.log(` ✗ Failed to load config: ${error.message}`);
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errorCount++;
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}
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} else {
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const defaultPaths = ['.agentic-synth.json', 'agentic-synth.json', 'config.json'];
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let found = false;
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for (const path of defaultPaths) {
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if (existsSync(path)) {
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config = loadConfig(path);
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console.log(` ✓ Auto-detected config: ${path}`);
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found = true;
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break;
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}
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}
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if (!found) {
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console.log(' ⚠ No config file found (using defaults)');
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warningCount++;
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}
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}
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// Check 4: AgenticSynth initialization
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console.log('\n4. Package Initialization:');
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try {
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const synth = new AgenticSynth(config);
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const currentConfig = synth.getConfig();
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console.log(' ✓ AgenticSynth initialized successfully');
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console.log(` ✓ Provider: ${currentConfig.provider}`);
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console.log(` ✓ Model: ${currentConfig.model || 'default'}`);
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console.log(` ✓ Cache: ${currentConfig.cacheStrategy}`);
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console.log(` ✓ Max retries: ${currentConfig.maxRetries}`);
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console.log(` ✓ Timeout: ${currentConfig.timeout}ms`);
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} catch (error) {
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console.log(` ✗ Failed to initialize: ${error.message}`);
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errorCount++;
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}
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// Check 5: Dependencies
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console.log('\n5. Dependencies:');
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try {
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// Check if required packages are available
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const packages = [
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'@google/generative-ai',
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'commander',
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'dotenv',
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'zod'
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];
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for (const pkg of packages) {
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try {
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await import(pkg);
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console.log(` ✓ ${pkg}`);
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} catch (err) {
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console.log(` ✗ ${pkg} not found`);
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errorCount++;
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}
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}
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} catch (error) {
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console.log(` ✗ Dependency check failed: ${error.message}`);
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errorCount++;
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}
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// Check 6: File system permissions
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console.log('\n6. File System:');
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try {
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const testPath = resolve('.agentic-synth-test.tmp');
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writeFileSync(testPath, 'test');
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readFileSync(testPath);
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// Clean up
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import('fs').then(fs => fs.unlinkSync(testPath));
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console.log(' ✓ Read/write permissions OK');
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} catch (error) {
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console.log(' ✗ File system permissions issue');
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errorCount++;
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}
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// Summary
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console.log('\n' + '='.repeat(50));
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if (errorCount === 0 && warningCount === 0) {
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console.log('✓ All checks passed! Your environment is ready.');
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} else {
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if (errorCount > 0) {
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console.log(`✗ Found ${errorCount} error(s)`);
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}
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if (warningCount > 0) {
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console.log(`⚠ Found ${warningCount} warning(s)`);
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}
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console.log('\nRecommendations:');
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if (!hasGeminiKey && !hasOpenRouterKey) {
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console.log('- Set at least one API key (GEMINI_API_KEY or OPENROUTER_API_KEY)');
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}
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if (errorCount > 0) {
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console.log('- Fix errors above before using agentic-synth');
|
|
}
|
|
if (!options.file && warningCount > 0) {
|
|
console.log('- Run: agentic-synth init');
|
|
console.log('- Then: agentic-synth doctor --file .agentic-synth.json');
|
|
}
|
|
}
|
|
console.log('='.repeat(50));
|
|
|
|
process.exit(errorCount > 0 ? 1 : 0);
|
|
|
|
} catch (error) {
|
|
console.error('Doctor command error:', error.message);
|
|
if (error.stack && process.env.DEBUG) {
|
|
console.error('\nStack trace:');
|
|
console.error(error.stack);
|
|
}
|
|
process.exit(1);
|
|
}
|
|
});
|
|
|
|
// Error handler for unknown commands
|
|
program.on('command:*', function () {
|
|
console.error('Invalid command: %s\nSee --help for a list of available commands.', program.args.join(' '));
|
|
process.exit(1);
|
|
});
|
|
|
|
// Show help if no command provided
|
|
if (process.argv.length === 2) {
|
|
program.help();
|
|
}
|
|
|
|
program.parse();
|