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Lines changed: 333 additions & 398 deletions

‎examples/app-crm/src/agents/email-campaign.agent.ts‎

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import type { Agent } from '@objectstack/spec/ai';
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export const EmailCampaignAgent: Agent = {
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/** Email Campaign Agent — creates and optimizes email campaigns */
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export const EmailCampaignAgent = {
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name: 'email_campaign',
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label: 'Email Campaign Agent',
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description: 'AI agent to create and optimize email campaigns',
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role: 'creator',
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instructions: `You are an email marketing AI that creates and optimizes email campaigns.
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Your responsibilities:
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Follow email marketing best practices and maintain brand voice.`,
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model: { provider: 'anthropic', model: 'claude-3-opus', temperature: 0.8, maxTokens: 2000 },
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tools: [
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{ name: 'generate_email_copy', description: 'Generate email campaign copy', parameters: { campaign_id: 'string', audience: 'string', goal: 'string' } },
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{ name: 'optimize_subject_line', description: 'Optimize email subject line', parameters: { subject: 'string' } },
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{ name: 'personalize_content', description: 'Personalize email content', parameters: { template: 'string', recipient_data: 'object' } },
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{ type: 'action' as const, name: 'generate_email_copy', description: 'Generate email campaign copy' },
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{ type: 'action' as const, name: 'optimize_subject_line', description: 'Optimize email subject line' },
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{ type: 'action' as const, name: 'personalize_content', description: 'Personalize email content' },
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],
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knowledge: {
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sources: [
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{ type: 'object', objectName: 'campaign', fields: ['*'] },
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{ type: 'document', path: '/knowledge/brand-guidelines.md' },
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{ type: 'document', path: '/knowledge/email-templates/**/*.html' },
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],
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topics: ['email_marketing', 'brand_guidelines', 'campaign_templates'],
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indexes: ['sales_knowledge'],
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},
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};

‎examples/app-crm/src/agents/lead-enrichment.agent.ts‎

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import type { Agent } from '@objectstack/spec/ai';
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export const LeadEnrichmentAgent: Agent = {
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/** Lead Enrichment Agent — automatically enriches lead data from external sources */
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export const LeadEnrichmentAgent = {
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name: 'lead_enrichment',
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label: 'Lead Enrichment Agent',
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description: 'AI agent to automatically enrich lead data from external sources',
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role: 'worker',
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instructions: `You are a lead enrichment AI that enhances lead records with additional data.
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Your responsibilities:
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Always use reputable data sources and maintain data quality.`,
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model: { provider: 'openai', model: 'gpt-3.5-turbo', temperature: 0.3, maxTokens: 1000 },
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tools: [
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{ name: 'lookup_company', description: 'Look up company information', parameters: { company_name: 'string', domain: 'string' } },
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{ name: 'enrich_contact', description: 'Enrich contact information', parameters: { email: 'string', linkedin_url: 'string' } },
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{ name: 'validate_email', description: 'Validate email address', parameters: { email: 'string' } },
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{ type: 'action' as const, name: 'lookup_company', description: 'Look up company information' },
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{ type: 'action' as const, name: 'enrich_contact', description: 'Enrich contact information' },
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{ type: 'action' as const, name: 'validate_email', description: 'Validate email address' },
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],
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knowledge: {
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sources: [
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{ type: 'object', objectName: 'lead', fields: ['company', 'email', 'phone', 'website'] },
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],
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topics: ['lead_enrichment', 'company_data'],
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indexes: ['sales_knowledge'],
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},
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triggers: [
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{ type: 'object_create', objectName: 'lead' },
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],
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schedule: { type: 'cron', expression: '0 */4 * * *', timezone: 'UTC' },
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};

‎examples/app-crm/src/agents/revenue-intelligence.agent.ts‎

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import type { Agent } from '@objectstack/spec/ai';
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export const RevenueIntelligenceAgent: Agent = {
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/** Revenue Intelligence Agent — analyzes pipeline and provides revenue insights */
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export const RevenueIntelligenceAgent = {
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name: 'revenue_intelligence',
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label: 'Revenue Intelligence Agent',
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description: 'AI agent to analyze pipeline and provide revenue insights',
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role: 'analyst',
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instructions: `You are a revenue intelligence AI that analyzes sales data and provides insights.
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Your responsibilities:
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Use statistical analysis and machine learning to provide data-driven insights.`,
2018

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model: { provider: 'openai', model: 'gpt-4', temperature: 0.2, maxTokens: 3000 },
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tools: [
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{ name: 'analyze_pipeline', description: 'Analyze sales pipeline health', parameters: { user_id: 'string', time_period: 'string' } },
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{ name: 'identify_at_risk', description: 'Identify at-risk opportunities', parameters: { threshold: 'number' } },
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{ name: 'forecast_revenue', description: 'Generate revenue forecast', parameters: { time_period: 'string', method: 'string' } },
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{ type: 'query' as const, name: 'analyze_pipeline', description: 'Analyze sales pipeline health' },
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{ type: 'query' as const, name: 'identify_at_risk', description: 'Identify at-risk opportunities' },
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{ type: 'query' as const, name: 'forecast_revenue', description: 'Generate revenue forecast' },
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],
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knowledge: {
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sources: [
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{ type: 'object', objectName: 'opportunity', fields: ['*'] },
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{ type: 'object', objectName: 'account', fields: ['*'] },
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{ type: 'analytics', dashboardName: 'sales_dashboard' },
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],
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topics: ['pipeline_analytics', 'revenue_forecasting', 'deal_risk'],
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indexes: ['sales_knowledge'],
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},
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schedule: { type: 'cron', expression: '0 8 * * 1', timezone: 'America/Los_Angeles' },
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};

‎examples/app-crm/src/agents/sales.agent.ts‎

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import type { Agent } from '@objectstack/spec/ai';
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export const SalesAssistantAgent: Agent = {
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/** Sales Assistant — helps reps with lead qualification and opportunity management */
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export const SalesAssistantAgent = {
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name: 'sales_assistant',
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label: 'Sales Assistant',
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description: 'AI agent to help sales reps with lead qualification and opportunity management',
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role: 'assistant',
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instructions: `You are a sales assistant AI helping sales representatives manage their pipeline.
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Your responsibilities:
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Always be professional, data-driven, and focused on helping close deals.`,
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model: { provider: 'openai', model: 'gpt-4', temperature: 0.7, maxTokens: 2000 },
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tools: [
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{ name: 'analyze_lead', description: 'Analyze a lead and provide qualification score', parameters: { lead_id: 'string' } },
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{ name: 'suggest_next_action', description: 'Suggest next best action for an opportunity', parameters: { opportunity_id: 'string' } },
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{ name: 'generate_email', description: 'Generate a personalized email template', parameters: { recipient_id: 'string', context: 'string', tone: 'string' } },
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{ type: 'action' as const, name: 'analyze_lead', description: 'Analyze a lead and provide qualification score' },
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{ type: 'action' as const, name: 'suggest_next_action', description: 'Suggest next best action for an opportunity' },
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{ type: 'action' as const, name: 'generate_email', description: 'Generate a personalized email template' },
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],
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knowledge: {
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sources: [
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{ type: 'object', objectName: 'lead', fields: ['*'] },
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{ type: 'object', objectName: 'opportunity', fields: ['*'] },
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{ type: 'object', objectName: 'account', fields: ['*'] },
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{ type: 'document', path: '/knowledge/sales-playbook.md' },
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{ type: 'document', path: '/knowledge/product-catalog.md' },
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],
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topics: ['sales_playbook', 'product_catalog', 'lead_qualification'],
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indexes: ['sales_knowledge'],
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},
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triggers: [
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{ type: 'object_create', objectName: 'lead', condition: 'rating = "hot"' },
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{ type: 'object_update', objectName: 'opportunity', condition: 'ISCHANGED(stage)' },

‎examples/app-crm/src/agents/service.agent.ts‎

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import type { Agent } from '@objectstack/spec/ai';
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export const ServiceAgent: Agent = {
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/** Customer Service Agent — assists with case triage and resolution */
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export const ServiceAgent = {
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name: 'service_agent',
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label: 'Customer Service Agent',
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description: 'AI agent to assist with customer support cases',
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role: 'assistant',
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instructions: `You are a customer service AI agent helping support representatives resolve customer issues.
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Your responsibilities:
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Always be empathetic, solution-focused, and customer-centric.`,
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model: { provider: 'openai', model: 'gpt-4', temperature: 0.5, maxTokens: 1500 },
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tools: [
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{ name: 'triage_case', description: 'Analyze case and assign priority', parameters: { case_id: 'string' } },
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{ name: 'search_knowledge', description: 'Search knowledge base for solutions', parameters: { query: 'string' } },
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{ name: 'generate_response', description: 'Generate customer response', parameters: { case_id: 'string', tone: 'string' } },
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{ type: 'action' as const, name: 'triage_case', description: 'Analyze case and assign priority' },
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{ type: 'vector_search' as const, name: 'search_knowledge', description: 'Search knowledge base for solutions' },
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{ type: 'action' as const, name: 'generate_response', description: 'Generate customer response' },
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],
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knowledge: {
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sources: [
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{ type: 'object', objectName: 'case', fields: ['*'] },
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{ type: 'object', objectName: 'account', fields: ['*'] },
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{ type: 'document', path: '/knowledge/support-kb/**/*.md' },
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{ type: 'document', path: '/knowledge/sla-policies.md' },
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],
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topics: ['support_kb', 'sla_policies', 'case_resolution'],
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indexes: ['support_knowledge'],
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},
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triggers: [
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{ type: 'object_create', objectName: 'case' },
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{ type: 'object_update', objectName: 'case', condition: 'priority = "critical"' },

‎examples/app-crm/src/flows/campaign-enrollment.flow.ts‎

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import type { Flow } from '@objectstack/spec/automation';
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export const CampaignEnrollmentFlow: Flow = {
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/** Campaign Enrollment — scheduled flow to bulk enroll leads */
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export const CampaignEnrollmentFlow = {
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name: 'campaign_enrollment',
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label: 'Enroll Leads in Campaign',
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description: 'Bulk enroll leads into marketing campaigns',
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type: 'autolaunched',
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triggerType: 'scheduled',
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schedule: '0 9 * * 1', // Monday at 9am
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variables: [
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{ name: 'campaignId', type: 'text', required: true },
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{ name: 'leadStatus', type: 'text', defaultValue: 'new' },
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{ name: 'campaignId', type: 'text', isInput: true, isOutput: false },
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{ name: 'leadStatus', type: 'text', isInput: true, isOutput: false },
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],
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steps: [
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{
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id: 'get_campaign',

‎examples/app-crm/src/flows/case-escalation.flow.ts‎

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import type { Flow } from '@objectstack/spec/automation';
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export const CaseEscalationFlow: Flow = {
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/** Case Escalation — auto-escalate high-priority cases */
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export const CaseEscalationFlow = {
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name: 'case_escalation',
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label: 'Case Escalation Process',
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description: 'Automatically escalate high-priority cases',
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type: 'autolaunched',
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triggerType: 'on_create',
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objectName: 'case',
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criteria: 'priority = "critical" OR (priority = "high" AND account.type = "customer")',
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variables: [
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{ name: 'caseId', type: 'text', required: true },
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{ name: 'caseId', type: 'text', isInput: true, isOutput: false },
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],
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steps: [
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{
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id: 'get_case',

‎examples/app-crm/src/flows/lead-conversion.flow.ts‎

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import type { Flow } from '@objectstack/spec/automation';
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export const LeadConversionFlow: Flow = {
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/** Lead Conversion — multi-step screen flow to convert qualified leads */
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export const LeadConversionFlow = {
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name: 'lead_conversion',
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label: 'Lead Conversion Process',
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description: 'Automated flow to convert qualified leads to accounts, contacts, and opportunities',
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type: 'screen',
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triggerType: 'manual',
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objectName: 'lead',
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variables: [
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{ name: 'leadId', type: 'text', required: true },
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{ name: 'createOpportunity', type: 'boolean', defaultValue: true },
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{ name: 'opportunityName', type: 'text' },
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{ name: 'opportunityAmount', type: 'currency' },
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{ name: 'leadId', type: 'text', isInput: true, isOutput: false },
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{ name: 'createOpportunity', type: 'boolean', isInput: true, isOutput: false },
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{ name: 'opportunityName', type: 'text', isInput: true, isOutput: false },
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{ name: 'opportunityAmount', type: 'text', isInput: true, isOutput: false },
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],
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steps: [
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{
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id: 'screen_1',

‎examples/app-crm/src/flows/opportunity-approval.flow.ts‎

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import type { Flow } from '@objectstack/spec/automation';
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export const OpportunityApprovalFlow: Flow = {
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/** Opportunity Approval — multi-level approval for deals over $100K */
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export const OpportunityApprovalFlow = {
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name: 'opportunity_approval',
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label: 'Large Deal Approval',
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description: 'Approval process for opportunities over $100K',
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type: 'autolaunched',
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triggerType: 'on_update',
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objectName: 'opportunity',
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criteria: 'amount > 100000 AND stage = "proposal"',
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variables: [
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{ name: 'opportunityId', type: 'text', required: true },
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{ name: 'opportunityId', type: 'text', isInput: true, isOutput: false },
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],
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steps: [
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{
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id: 'get_opportunity',

‎examples/app-crm/src/flows/quote-generation.flow.ts‎

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import type { Flow } from '@objectstack/spec/automation';
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export const QuoteGenerationFlow: Flow = {
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/** Quote Generation — screen flow to create a quote from an opportunity */
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export const QuoteGenerationFlow = {
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name: 'quote_generation',
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label: 'Generate Quote from Opportunity',
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description: 'Create a quote based on opportunity details',
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type: 'screen',
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triggerType: 'manual',
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objectName: 'opportunity',
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variables: [
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{ name: 'opportunityId', type: 'text', required: true },
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{ name: 'quoteName', type: 'text' },
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{ name: 'expirationDays', type: 'number', defaultValue: 30 },
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{ name: 'discount', type: 'percent', defaultValue: 0 },
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{ name: 'opportunityId', type: 'text', isInput: true, isOutput: false },
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{ name: 'quoteName', type: 'text', isInput: true, isOutput: false },
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{ name: 'expirationDays', type: 'number', isInput: true, isOutput: false },
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{ name: 'discount', type: 'number', isInput: true, isOutput: false },
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],
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steps: [
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{
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id: 'screen_1',

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