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workflow engine for Cogitator agents","maintainers":[{"name":"el1fe","email":"piuro.pavel@gmail.com"}],"readme":"# @cogitator-ai/workflows\n\n[![npm version](https://img.shields.io/npm/v/@cogitator-ai/workflows.svg)](https://www.npmjs.com/package/@cogitator-ai/workflows)\n[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)\n\nDAG-based workflow engine for Cogitator agents. Build complex multi-step workflows with branching, loops, checkpoints, human-in-the-loop, timers, and more.\n\n## Installation\n\n```bash\npnpm add @cogitator-ai/workflows\n```\n\n## Features\n\n- **DAG Builder** — Type-safe workflow construction with nodes, conditionals, loops\n- **Real-time Streaming** — Stream execution events via async generators\n- **Checkpoints** — Save and resume workflow state\n- **Pre-built Nodes** — Agent, tool, and function nodes\n- **Timer System** — Delays, cron schedules, wait-until patterns\n- **Saga Patterns** — Retries, circuit breakers, compensation, DLQ\n- **Subworkflows** — Nested, parallel, fan-out/fan-in patterns\n- **Human-in-the-Loop** — Approvals, choices, inputs, rating\n- **Map-Reduce** — Parallel processing with aggregation\n- **Triggers** — Cron, webhook, and event triggers\n- **Observability** — Tracing and metrics with multiple exporters\n\n## Quick Start\n\n```typescript\nimport { WorkflowBuilder, WorkflowExecutor, agentNode } from '@cogitator-ai/workflows';\nimport { Cogitator, Agent } from '@cogitator-ai/core';\n\nconst cogitator = new Cogitator({\n /* config */\n});\nconst analyst = new Agent({ name: 'analyst', model: 'openai/gpt-4o', instructions: '...' });\n\nconst workflow = new WorkflowBuilder('data-pipeline')\n .addNode('analyze', agentNode(analyst))\n .addNode('report', async (ctx) => ({ output: `Report: ${ctx.state.analysis}` }))\n .build();\n\nconst executor = new WorkflowExecutor(cogitator);\nconst result = await executor.execute(workflow, { input: 'Analyze this data...' });\n```\n\n---\n\n## Table of Contents\n\n- [Core Concepts](#core-concepts)\n- [Real-time Streaming](#real-time-streaming)\n- [Pre-built Nodes](#pre-built-nodes)\n- [Conditional Branching](#conditional-branching)\n- [Loops](#loops)\n- [Checkpoints](#checkpoints)\n- [Timer System](#timer-system)\n- [Saga Patterns](#saga-patterns)\n- [Subworkflows](#subworkflows)\n- [Human-in-the-Loop](#human-in-the-loop)\n- [Map-Reduce Patterns](#map-reduce-patterns)\n- [Triggers](#triggers)\n- [Observability](#observability)\n- [Workflow Management](#workflow-management)\n\n---\n\n## Core Concepts\n\n### WorkflowBuilder\n\n```typescript\nimport { WorkflowBuilder } from '@cogitator-ai/workflows';\n\nconst workflow = new WorkflowBuilder('my-workflow')\n .initialState({ count: 0 })\n .addNode('step1', async (ctx) => ({\n state: { ...ctx.state, count: ctx.state.count + 1 },\n }))\n .addNode(\n 'step2',\n async (ctx) => ({\n output: `Count: ${ctx.state.count}`,\n }),\n { after: ['step1'] }\n )\n .build();\n```\n\n### WorkflowExecutor\n\n```typescript\nimport { WorkflowExecutor } from '@cogitator-ai/workflows';\n\nconst executor = new WorkflowExecutor(cogitator);\nconst result = await executor.execute(workflow, {\n input: 'Start the workflow',\n context: { userId: '123' },\n timeout: 60000,\n});\n\nconsole.log(result.output);\nconsole.log(result.state);\nconsole.log(result.events);\n```\n\n---\n\n## Real-time Streaming\n\nStream workflow execution events in real-time using async generators:\n\n```typescript\nimport { WorkflowExecutor } from '@cogitator-ai/workflows';\n\nconst executor = new WorkflowExecutor(cogitator);\n\nfor await (const event of executor.stream(workflow)) {\n switch (event.type) {\n case 'workflow_started':\n console.log('Workflow started:', event.workflowId);\n break;\n\n case 'node_started':\n console.log(`Node ${event.nodeId} started`);\n break;\n\n case 'node_progress':\n console.log(`Node ${event.nodeId}: ${event.progress}%`);\n break;\n\n case 'node_completed':\n console.log(`Node ${event.nodeId} completed:`, event.result);\n break;\n\n case 'node_error':\n console.error(`Node ${event.nodeId} failed:`, event.error);\n break;\n\n case 'workflow_completed':\n console.log('Workflow completed:', event.result);\n break;\n }\n}\n```\n\n### Event Types\n\n| Event | Description | Properties |\n| -------------------- | -------------------------- | ------------------------------ |\n| `workflow_started` | Workflow execution begins | `workflowId`, `timestamp` |\n| `node_started` | Node execution begins | `nodeId`, `timestamp` |\n| `node_progress` | Progress update from node | `nodeId`, `progress` (0-100) |\n| `node_completed` | Node finished successfully | `nodeId`, `result`, `duration` |\n| `node_error` | Node execution failed | `nodeId`, `error` |\n| `workflow_completed` | Workflow finished | `result`, `duration` |\n\n### Reporting Progress from Nodes\n\nUse `ctx.reportProgress()` inside nodes to emit progress events:\n\n```typescript\nconst workflow = new WorkflowBuilder('processing')\n .addNode('process', async (ctx) => {\n const items = ctx.state.items;\n\n for (let i = 0; i < items.length; i++) {\n await processItem(items[i]);\n ctx.reportProgress?.(Math.round(((i + 1) / items.length) * 100));\n }\n\n return { output: 'Done' };\n })\n .build();\n```\n\n### Progress Callback\n\nFor non-streaming execution, use the `onNodeProgress` callback:\n\n```typescript\nconst result = await executor.execute(workflow, {\n input: 'Start',\n onNodeProgress: (nodeId, progress) => {\n console.log(`${nodeId}: ${progress}%`);\n },\n});\n```\n\n---\n\n## Pre-built Nodes\n\n### agentNode\n\nRun an agent as a workflow node:\n\n```typescript\nimport { agentNode } from '@cogitator-ai/workflows';\n\nconst workflow = new WorkflowBuilder('agent-flow')\n .addNode(\n 'research',\n agentNode(researchAgent, {\n promptKey: 'researchPrompt', // State key for input\n outputKey: 'researchResult', // State key for output\n timeout: 30000,\n onToolCall: (call) => console.log('Tool:', call.name),\n })\n )\n .build();\n```\n\n### toolNode\n\nExecute a tool directly:\n\n```typescript\nimport { toolNode } from '@cogitator-ai/workflows';\n\nconst workflow = new WorkflowBuilder('tool-flow')\n .addNode('calculate', toolNode('calculator', { expression: '2 + 2' }))\n .build();\n```\n\n### functionNode\n\nCustom function as a node:\n\n```typescript\nimport { functionNode } from '@cogitator-ai/workflows';\n\nconst workflow = new WorkflowBuilder('func-flow')\n .addNode(\n 'transform',\n functionNode(async (ctx) => {\n const transformed = processData(ctx.state.data);\n return { state: { ...ctx.state, transformed } };\n })\n )\n .build();\n```\n\n---\n\n## Conditional Branching\n\n```typescript\nconst workflow = new WorkflowBuilder('approval-flow')\n .addNode('review', reviewNode)\n .addConditional('check', (state) => state.approved, {\n after: ['review'],\n })\n .addNode('approve', approveNode, { after: ['check:true'] })\n .addNode('reject', rejectNode, { after: ['check:false'] })\n .addNode('notify', notifyNode, { after: ['approve', 'reject'] })\n .build();\n```\n\n---\n\n## Loops\n\n```typescript\nconst workflow = new WorkflowBuilder('retry-flow')\n .addNode('attempt', attemptNode)\n .addLoop('retry-check', {\n condition: (state) => !state.success && state.attempts < 3,\n back: 'attempt',\n exit: 'done',\n after: ['attempt'],\n })\n .addNode('done', doneNode)\n .build();\n```\n\n---\n\n## Checkpoints\n\nSave and resume workflow execution:\n\n```typescript\nimport { FileCheckpointStore, InMemoryCheckpointStore } from '@cogitator-ai/workflows';\n\n// File-based persistence\nconst store = new FileCheckpointStore('./checkpoints');\n\n// Execute with checkpoints\nawait executor.execute(workflow, {\n checkpointStore: store,\n checkpointInterval: 5000, // Save every 5 seconds\n});\n\n// Resume from checkpoint\nconst result = await executor.resume(checkpointId, store);\n```\n\n---\n\n## Timer System\n\n### Delay Nodes\n\n```typescript\nimport { delayNode, dynamicDelayNode, cronWaitNode, untilNode } from '@cogitator-ai/workflows';\n\nconst workflow = new WorkflowBuilder('timer-flow')\n // Fixed delay\n .addNode('wait', delayNode(5000)) // 5 seconds\n\n // Dynamic delay based on state\n .addNode(\n 'dynamic-wait',\n dynamicDelayNode((state) => state.retryCount * 1000)\n )\n\n // Wait for cron schedule\n .addNode('cron-wait', cronWaitNode('0 9 * * *')) // Wait until 9 AM\n\n // Wait until specific date\n .addNode(\n 'until',\n untilNode((state) => state.scheduledTime)\n )\n .build();\n```\n\n### Duration Parsing\n\n```typescript\nimport { parseDuration, formatDuration } from '@cogitator-ai/workflows';\n\nconst ms = parseDuration('1h30m'); // 5400000\nconst str = formatDuration(5400000); // '1h 30m'\n```\n\n### Cron Utilities\n\n```typescript\nimport {\n validateCronExpression,\n getNextCronOccurrence,\n getNextCronOccurrences,\n describeCronExpression,\n CRON_PRESETS,\n} from '@cogitator-ai/workflows';\n\n// Validate\nconst valid = validateCronExpression('0 9 * * 1-5'); // true\n\n// Get next occurrence\nconst next = getNextCronOccurrence('0 9 * * *');\n\n// Get multiple occurrences\nconst nextFive = getNextCronOccurrences('0 9 * * *', 5);\n\n// Human-readable description\nconst desc = describeCronExpression('0 9 * * 1-5'); // \"At 09:00 on weekdays\"\n\n// Presets\nCRON_PRESETS.EVERY_MINUTE; // '* * * * *'\nCRON_PRESETS.HOURLY; // '0 * * * *'\nCRON_PRESETS.DAILY; // '0 0 * * *'\nCRON_PRESETS.WEEKLY; // '0 0 * * 0'\nCRON_PRESETS.MONTHLY; // '0 0 1 * *'\n```\n\n### TimerManager\n\nManage recurring timers:\n\n```typescript\nimport { createTimerManager, createRecurringScheduler } from '@cogitator-ai/workflows';\n\nconst manager = createTimerManager({\n maxConcurrent: 10,\n defaultTimeout: 60000,\n});\n\n// One-shot timer\nmanager.schedule('task-1', 5000, async () => {\n console.log('Executed after 5 seconds');\n});\n\n// Recurring timer\nconst scheduler = createRecurringScheduler();\nscheduler.schedule('daily-report', '0 9 * * *', async () => {\n await generateDailyReport();\n});\n```\n\n---\n\n## Saga Patterns\n\n### Retry with Backoff\n\n```typescript\nimport { executeWithRetry, withRetry, Retryable } from '@cogitator-ai/workflows';\n\n// Function wrapper\nconst result = await executeWithRetry(async () => await unreliableOperation(), {\n maxAttempts: 5,\n initialDelay: 1000,\n maxDelay: 30000,\n backoffMultiplier: 2,\n jitter: 0.1,\n shouldRetry: (error) => error.code !== 'FATAL',\n onRetry: (attempt, error, delay) => console.log(`Retry ${attempt} in ${delay}ms`),\n});\n\n// Decorator-style\nconst retryableFetch = withRetry({ maxAttempts: 3 })(async (url: string) => await fetch(url));\n\n// Class decorator\nclass ApiClient {\n @Retryable({ maxAttempts: 3, initialDelay: 500 })\n async request(endpoint: string) {\n return fetch(endpoint);\n }\n}\n```\n\n### Circuit Breaker\n\n```typescript\nimport { CircuitBreaker, createCircuitBreaker, WithCircuitBreaker } from '@cogitator-ai/workflows';\n\nconst breaker = createCircuitBreaker({\n failureThreshold: 5,\n successThreshold: 2,\n timeout: 30000,\n halfOpenMaxAttempts: 3,\n onStateChange: (from, to) => console.log(`Circuit: ${from} -> ${to}`),\n});\n\n// Use the breaker\ntry {\n const result = await breaker.execute(async () => {\n return await externalService.call();\n });\n} catch (error) {\n if (error instanceof CircuitBreakerOpenError) {\n console.log('Circuit is open, using fallback');\n }\n}\n\n// Get stats\nconst stats = breaker.getStats();\nconsole.log(stats.failures, stats.successes, stats.state);\n\n// Decorator-style\nclass ServiceClient {\n @WithCircuitBreaker({ failureThreshold: 3 })\n async call() {\n return fetch('/api');\n }\n}\n```\n\n### Compensation (Saga)\n\n```typescript\nimport { CompensationManager, compensationBuilder } from '@cogitator-ai/workflows';\n\nconst saga = compensationBuilder<{ orderId: string }>()\n .step({\n name: 'reserve-inventory',\n execute: async (ctx) => {\n ctx.state.inventoryReserved = await inventory.reserve(ctx.data.orderId);\n },\n compensate: async (ctx) => {\n await inventory.release(ctx.data.orderId);\n },\n })\n .step({\n name: 'charge-payment',\n execute: async (ctx) => {\n ctx.state.paymentId = await payments.charge(ctx.data.orderId);\n },\n compensate: async (ctx) => {\n await payments.refund(ctx.state.paymentId);\n },\n })\n .step({\n name: 'ship-order',\n execute: async (ctx) => {\n await shipping.ship(ctx.data.orderId);\n },\n compensate: async (ctx) => {\n await shipping.cancel(ctx.data.orderId);\n },\n })\n .build();\n\nconst manager = new CompensationManager();\nconst result = await manager.execute(saga, { orderId: 'order-123' });\n\nif (!result.success) {\n console.log('Saga failed at:', result.failedStep);\n console.log('Compensated steps:', result.compensatedSteps);\n}\n```\n\n### Dead Letter Queue (DLQ)\n\n```typescript\nimport { createFileDLQ, createInMemoryDLQ } from '@cogitator-ai/workflows';\n\nconst dlq = createFileDLQ('./dlq');\n\n// Add failed item\nawait dlq.add({\n id: 'job-123',\n payload: { orderId: 'order-456' },\n error: 'Payment failed',\n source: 'checkout-workflow',\n attemptCount: 3,\n});\n\n// Process DLQ\nconst items = await dlq.list({ source: 'checkout-workflow' });\nfor (const item of items) {\n try {\n await retryJob(item.payload);\n await dlq.remove(item.id);\n } catch {\n await dlq.update(item.id, { attemptCount: item.attemptCount + 1 });\n }\n}\n```\n\n### Idempotency\n\n```typescript\nimport { idempotent, Idempotent, createFileIdempotencyStore } from '@cogitator-ai/workflows';\n\nconst store = createFileIdempotencyStore('./idempotency');\n\n// Function wrapper\nconst processOrder = idempotent(store, {\n keyGenerator: (orderId: string) => `order:${orderId}`,\n ttl: 24 * 60 * 60 * 1000, // 24 hours\n})(async (orderId: string) => {\n return await processOrderInternal(orderId);\n});\n\n// Safe to call multiple times\nawait processOrder('order-123'); // Executes\nawait processOrder('order-123'); // Returns cached result\n\n// Decorator-style\nclass OrderService {\n @Idempotent({ keyGenerator: (id) => `order:${id}`, ttl: 86400000 })\n async process(orderId: string) {\n return processOrderInternal(orderId);\n }\n}\n```\n\n---\n\n## Subworkflows\n\n### Nested Subworkflows\n\n```typescript\nimport { subworkflowNode, executeSubworkflow } from '@cogitator-ai/workflows';\n\nconst mainWorkflow = new WorkflowBuilder('main')\n .addNode('prepare', prepareNode)\n .addNode(\n 'process',\n subworkflowNode(processingWorkflow, {\n inputMapper: (state) => ({ items: state.items }),\n outputMapper: (result) => ({ processedItems: result.output }),\n maxDepth: 5,\n errorStrategy: 'fail', // 'fail' | 'continue' | 'compensate'\n })\n )\n .addNode('finalize', finalizeNode, { after: ['process'] })\n .build();\n```\n\n### Parallel Subworkflows\n\n```typescript\nimport { parallelSubworkflows, fanOutFanIn, scatterGather } from '@cogitator-ai/workflows';\n\n// Fan-out/Fan-in pattern\nconst workflow = new WorkflowBuilder('parallel')\n .addNode(\n 'distribute',\n fanOutFanIn(\n [\n { workflow: workflowA, input: { type: 'a' } },\n { workflow: workflowB, input: { type: 'b' } },\n { workflow: workflowC, input: { type: 'c' } },\n ],\n {\n concurrency: 3,\n onProgress: (completed, total) => console.log(`${completed}/${total}`),\n }\n )\n )\n .build();\n\n// Scatter-Gather (collect all results)\nconst results = await scatterGather(executor, workflows, inputs);\n\n// Race (first to complete wins)\nconst winner = await raceSubworkflows(executor, [workflow1, workflow2]);\n\n// Fallback (try until one succeeds)\nconst result = await fallbackSubworkflows(executor, [primary, secondary, tertiary]);\n```\n\n---\n\n## Human-in-the-Loop\n\n### Approval Node\n\n```typescript\nimport { approvalNode, InMemoryApprovalStore, WebhookNotifier } from '@cogitator-ai/workflows';\n\nconst store = new InMemoryApprovalStore();\nconst notifier = new WebhookNotifier('https://slack.webhook.url');\n\nconst workflow = new WorkflowBuilder('approval-flow')\n .addNode(\n 'request',\n approvalNode({\n message: (state) => `Approve expense: $${state.amount}`,\n approvers: ['manager@company.com'],\n timeout: 24 * 60 * 60 * 1000, // 24 hours\n store,\n notifier,\n })\n )\n .addConditional('check', (state) => state.approved, { after: ['request'] })\n .addNode('process', processNode, { after: ['check:true'] })\n .addNode('reject', rejectNode, { after: ['check:false'] })\n .build();\n```\n\n### Choice Node\n\n```typescript\nimport { choiceNode } from '@cogitator-ai/workflows';\n\nconst workflow = new WorkflowBuilder('choice-flow')\n .addNode(\n 'select',\n choiceNode({\n message: 'Select processing method:',\n choices: [\n { id: 'fast', label: 'Fast (less accurate)', value: 'fast' },\n { id: 'accurate', label: 'Accurate (slower)', value: 'accurate' },\n ],\n store,\n notifier,\n })\n )\n .build();\n```\n\n### Input Node\n\n```typescript\nimport { inputNode } from '@cogitator-ai/workflows';\n\nconst workflow = new WorkflowBuilder('input-flow')\n .addNode(\n 'get-details',\n inputNode({\n message: 'Please provide additional details:',\n fields: [\n { name: 'reason', type: 'text', required: true },\n { name: 'priority', type: 'select', options: ['low', 'medium', 'high'] },\n ],\n store,\n notifier,\n })\n )\n .build();\n```\n\n### Approval Chains\n\n```typescript\nimport { managementChain, chainNode } from '@cogitator-ai/workflows';\n\nconst workflow = new WorkflowBuilder('chain-approval')\n .addNode(\n 'approval',\n managementChain({\n steps: [\n { approver: 'team-lead@co.com', requiredFor: (state) => state.amount > 100 },\n { approver: 'manager@co.com', requiredFor: (state) => state.amount > 1000 },\n { approver: 'director@co.com', requiredFor: (state) => state.amount > 10000 },\n ],\n store,\n notifier,\n })\n )\n .build();\n```\n\n---\n\n## Map-Reduce Patterns\n\n### Map (Parallel Processing)\n\n```typescript\nimport { mapNode, parallelMap, batchedMap } from '@cogitator-ai/workflows';\n\nconst workflow = new WorkflowBuilder('map-flow')\n .addNode(\n 'process-items',\n mapNode({\n items: (state) => state.items,\n mapper: async (item, index, ctx) => {\n return await processItem(item);\n },\n concurrency: 5,\n onProgress: ({ completed, total }) => console.log(`${completed}/${total}`),\n })\n )\n .build();\n\n// Batched processing\nconst results = await batchedMap(items, processItem, { batchSize: 10, concurrency: 3 });\n```\n\n### Reduce (Aggregation)\n\n```typescript\nimport { reduceNode, collect, sum, groupBy, stats } from '@cogitator-ai/workflows';\n\nconst workflow = new WorkflowBuilder('reduce-flow')\n .addNode(\n 'aggregate',\n reduceNode({\n items: (state) => state.results,\n reducer: (acc, item) => acc + item.value,\n initialValue: 0,\n })\n )\n .build();\n\n// Built-in aggregators\nconst collected = collect(items); // Collect all\nconst total = sum(items, (i) => i.value); // Sum values\nconst grouped = groupBy(items, (i) => i.category); // Group by key\nconst statistics = stats(items, (i) => i.score); // { min, max, avg, sum, count }\n```\n\n### Map-Reduce\n\n```typescript\nimport { mapReduceNode, executeMapReduce } from '@cogitator-ai/workflows';\n\nconst workflow = new WorkflowBuilder('mapreduce-flow')\n .addNode(\n 'word-count',\n mapReduceNode({\n items: (state) => state.documents,\n mapper: async (doc) => {\n const words = doc.text.split(/\\s+/);\n return words.map((w) => ({ word: w, count: 1 }));\n },\n reducer: (results) => {\n return results.flat().reduce((acc, { word, count }) => {\n acc[word] = (acc[word] || 0) + count;\n return acc;\n }, {});\n },\n concurrency: 10,\n })\n )\n .build();\n```\n\n---\n\n## Triggers\n\n### Cron Trigger\n\n```typescript\nimport { createCronTrigger, CronTriggerExecutor } from '@cogitator-ai/workflows';\n\nconst trigger = createCronTrigger({\n expression: '0 9 * * 1-5', // 9 AM on weekdays\n timezone: 'America/New_York',\n workflow: dailyReportWorkflow,\n executor,\n onTrigger: (time) => console.log('Triggered at:', time),\n});\n\ntrigger.start();\n// Later: trigger.stop();\n```\n\n### Webhook Trigger\n\n```typescript\nimport { createWebhookTrigger, WebhookTriggerExecutor } from '@cogitator-ai/workflows';\n\nconst webhook = createWebhookTrigger({\n path: '/webhooks/github',\n workflow: githubEventWorkflow,\n executor,\n auth: {\n type: 'hmac',\n secret: process.env.WEBHOOK_SECRET!,\n header: 'X-Hub-Signature-256',\n },\n rateLimit: {\n maxRequests: 100,\n windowMs: 60000,\n },\n inputMapper: (req) => ({ event: req.body.action, payload: req.body }),\n});\n\n// Handle incoming request\nconst result = await webhook.handle(request);\n```\n\n### Trigger Manager\n\n```typescript\nimport {\n createTriggerManager,\n cronTrigger,\n webhookTrigger,\n eventTrigger,\n} from '@cogitator-ai/workflows';\n\nconst manager = createTriggerManager({ executor });\n\nmanager.register(\n 'daily-report',\n cronTrigger({\n expression: '0 9 * * *',\n workflow: reportWorkflow,\n })\n);\n\nmanager.register(\n 'github-webhook',\n webhookTrigger({\n path: '/hooks/github',\n workflow: githubWorkflow,\n })\n);\n\nmanager.register(\n 'order-created',\n eventTrigger({\n event: 'order.created',\n workflow: orderProcessingWorkflow,\n })\n);\n\nawait manager.startAll();\n```\n\n---\n\n## Observability\n\n### Tracing\n\n```typescript\nimport {\n createTracer,\n OTLPSpanExporter,\n ZipkinSpanExporter,\n CompositeSpanExporter,\n} from '@cogitator-ai/workflows';\n\n// OTLP exporter (Jaeger, Tempo, etc.)\nconst otlpExporter = new OTLPSpanExporter({\n endpoint: 'http://localhost:4318/v1/traces',\n headers: { 'X-Api-Key': 'secret' },\n});\n\n// Zipkin exporter\nconst zipkinExporter = new ZipkinSpanExporter({\n endpoint: 'http://localhost:9411/api/v2/spans',\n});\n\n// Composite (multiple exporters)\nconst exporter = new CompositeSpanExporter([otlpExporter, zipkinExporter]);\n\nconst tracer = createTracer({\n serviceName: 'my-workflow-service',\n exporter,\n});\n\n// Execute with tracing\nawait executor.execute(workflow, { tracer });\n```\n\n### Metrics\n\n```typescript\nimport { createMetricsCollector, WorkflowMetricsCollector } from '@cogitator-ai/workflows';\n\nconst metrics = createMetricsCollector({\n prefix: 'cogitator_workflow',\n labels: { environment: 'production' },\n});\n\n// Execute with metrics\nawait executor.execute(workflow, { metrics });\n\n// Get metrics\nconst nodeMetrics = metrics.getNodeMetrics('my-node');\nconsole.log(nodeMetrics.executionCount);\nconsole.log(nodeMetrics.averageDuration);\nconsole.log(nodeMetrics.errorRate);\n\nconst workflowMetrics = metrics.getWorkflowMetrics('my-workflow');\nconsole.log(workflowMetrics.completionRate);\nconsole.log(workflowMetrics.averageCompletionTime);\n```\n\n---\n\n## Workflow Management\n\n### WorkflowManager\n\n```typescript\nimport { createWorkflowManager, createFileRunStore } from '@cogitator-ai/workflows';\n\nconst runStore = createFileRunStore('./runs');\n\nconst manager = createWorkflowManager({\n executor,\n runStore,\n concurrency: 10,\n defaultTimeout: 300000,\n});\n\n// Schedule a workflow run\nconst runId = await manager.schedule(workflow, {\n input: 'Process this',\n priority: 1,\n scheduledAt: new Date(Date.now() + 60000), // 1 minute from now\n tags: ['daily', 'report'],\n});\n\n// Get run status\nconst run = await manager.getRun(runId);\nconsole.log(run.status); // 'pending' | 'running' | 'completed' | 'failed' | 'cancelled'\n\n// List runs\nconst runs = await manager.listRuns({\n status: 'running',\n workflowId: 'daily-report',\n fromDate: new Date('2024-01-01'),\n});\n\n// Cancel a run\nawait manager.cancel(runId);\n\n// Get stats\nconst stats = await manager.getStats();\nconsole.log(stats.pending, stats.running, stats.completed, stats.failed);\n```\n\n### JobScheduler\n\n```typescript\nimport { createJobScheduler, PriorityQueue } from '@cogitator-ai/workflows';\n\nconst scheduler = createJobScheduler({\n concurrency: 5,\n maxQueueSize: 1000,\n});\n\n// Add jobs with priority\nscheduler.enqueue({ id: 'job-1', payload: data1, priority: 1 });\nscheduler.enqueue({ id: 'job-2', payload: data2, priority: 10 }); // Higher priority\n\n// Process jobs\nscheduler.process(async (job) => {\n await processJob(job.payload);\n});\n\nscheduler.start();\n```\n\n---\n\n## License\n\nMIT\n","readmeFilename":"README.md"}