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\n \"BPMN\n

@bpmnkit/casen-worker-ai

\n

AI task worker plugin for casen — classify, summarize, extract, and decide using Claude

\n\n [![npm](https://img.shields.io/npm/v/@bpmnkit/casen-worker-ai?style=flat-square&color=6244d7)](https://www.npmjs.com/package/@bpmnkit/casen-worker-ai)\n [![license](https://img.shields.io/npm/l/@bpmnkit/casen-worker-ai?style=flat-square)](https://github.com/bpmnkit/monorepo/blob/main/LICENSE)\n [![typescript](https://img.shields.io/badge/TypeScript-strict-6244d7?style=flat-square&logo=typescript&logoColor=white)](https://github.com/bpmnkit/monorepo)\n [![ai-assisted](https://img.shields.io/badge/AI--assisted-claude-8b5cf6?style=flat-square)](https://github.com/bpmnkit/monorepo)\n [![tier: tools](https://img.shields.io/badge/tier-tools-2563eb?style=flat-square)](https://bpmnkit.com/docs/getting-started/stability#product-tiers)\n\n [Website](https://bpmnkit.com) · [Documentation](https://bpmnkit.com/docs) · [GitHub](https://github.com/bpmnkit/monorepo) · [Changelog](https://github.com/bpmnkit/monorepo/blob/main/plugins-cli/casen-worker-ai/CHANGELOG.md)\n
\n\n> **Tools tier.** Maintained, on 0.x: a minor release can break, so pin a version. See [product tiers](https://bpmnkit.com/docs/getting-started/stability#product-tiers).\n\n---\n\n## Overview\n\n`casen-worker-ai` is an official `casen` CLI plugin that brings AI-powered task processing into Camunda 8 workflows. It subscribes to four job types and uses the [Anthropic Claude API](https://anthropic.com) to complete each job with structured output.\n\nThis is the right tool when you need AI logic in a process but don't want to build a full microservice — start the worker once and any process in your cluster can delegate AI tasks to it.\n\n## Why a worker instead of the HTTP connector?\n\nThe built-in Camunda HTTP connector can call any API but cannot:\n- Validate or parse the response and fail the job if the output is malformed\n- Route Anthropic rate-limit errors (429) to Camunda's retry budget with back-off\n- Throw a typed BPMN error that an error boundary event can catch\n\nThe worker handles all three via `failJob` and `throwJobError`, giving your process model clean error paths.\n\n## Installation\n\n```sh\ncasen plugin install casen-worker-ai\n```\n\nSet your Anthropic API key before starting:\n\n```sh\nexport ANTHROPIC_API_KEY=sk-ant-...\ncasen ai-worker\n```\n\n## Configuration\n\n| Environment variable | Default | Description |\n|---|---|---|\n| `ANTHROPIC_API_KEY` | **required** | Your Anthropic API key |\n| `AI_MODEL` | `claude-3-5-haiku-20241022` | Model ID to use |\n| `AI_MAX_TOKENS` | `1024` | Token budget per call |\n| `AI_TIMEOUT_MS` | `60000` | HTTP timeout in ms |\n\n## Operations\n\n### `com.bpmnkit.ai.classify` — Classify text\n\nClassifies text into one of the provided categories.\n\n**Input variables:**\n\n| Variable | Type | Required | Description |\n|---|---|---|---|\n| `input` | string | ✓ | Text to classify |\n| `categories` | string[] | ✓ | Allowed category names |\n| `context` | string | — | Optional domain context |\n\n**Output variables:** `category`, `confidence` (0–1), `rationale`, `aiModel`, `processedAt`\n\n**BPMN error codes:** `AI_INVALID_CATEGORY`, `AI_PARSE_ERROR`, `AI_API_ERROR`, `AI_INVALID_INPUT`\n\n```xml\n\n \n \n \n \n \n \n \n \n \n \n\n```\n\n### `com.bpmnkit.ai.summarize` — Summarize text\n\nSummarizes text to a target length and style.\n\n**Input variables:**\n\n| Variable | Type | Required | Description |\n|---|---|---|---|\n| `input` | string | ✓ | Text to summarize |\n| `maxWords` | number | — | Target word count (default: 100) |\n| `style` | `\"bullet\"` | `\"paragraph\"` | — | Output style (default: `\"paragraph\"`) |\n\n**Output variables:** `summary`, `wordCount`, `aiModel`, `processedAt`\n\n### `com.bpmnkit.ai.extract` — Extract structured fields\n\nExtracts named fields from unstructured text. Missing fields are reported but the job still completes — use a gateway on `=missingFields` to decide whether to auto-proceed or route to manual review.\n\n**Input variables:**\n\n| Variable | Type | Required | Description |\n|---|---|---|---|\n| `input` | string | ✓ | Unstructured text |\n| `fields` | string[] | ✓ | Field names to extract |\n| `schema` | object | — | Type hints per field, e.g. `{ amount: \"number\" }` |\n\n**Output variables:** `extracted` (object), `missingFields` (array), `aiModel`, `processedAt`\n\n### `com.bpmnkit.ai.decide` — Make a boolean decision\n\nAnswers a yes/no question based on context and an optional policy statement. Use `confidence` at a gateway to route low-confidence decisions to human review.\n\n**Input variables:**\n\n| Variable | Type | Required | Description |\n|---|---|---|---|\n| `question` | string | ✓ | The yes/no question |\n| `context` | string | ✓ | Relevant facts |\n| `policy` | string | — | Natural language policy the model must apply |\n\n**Output variables:** `decision` (boolean), `rationale`, `confidence` (0–1), `aiModel`, `processedAt`\n\n## Example workflow: Credit decision\n\n```\nStart Event\n → summarize (summarize application notes, maxWords=150)\n → decide (question=\"Approve loan?\", policy=\"Score ≥ 680 and amount ≤ 50k\")\n → Gateway: decision=true and confidence≥0.8 → Auto-approve\n decision=false and confidence≥0.8 → Auto-deny\n default → Human review\n```\n\n## Error handling\n\nAdd boundary events to your service tasks to handle AI failures gracefully:\n\n- **Error boundary** catching `AI_PARSE_ERROR` → route to a manual input fallback task\n- **Timer boundary** (PT5M) → escalation path if the worker is not running\n- Set `retries=\"3\"` and `retryBackoff=\"PT30S\"` on the task definition — the worker signals Camunda to retry via `failJob` on rate limits and network timeouts\n\n---\n\n## Related Packages\n\n| Package | Description |\n|---------|-------------|\n| [`@bpmnkit/core`](https://www.npmjs.com/package/@bpmnkit/core) | BPMN/DMN/Form parser, builder, layout engine |\n| [`@bpmnkit/canvas`](https://www.npmjs.com/package/@bpmnkit/canvas) | Zero-dependency SVG BPMN viewer |\n| [`@bpmnkit/editor`](https://www.npmjs.com/package/@bpmnkit/editor) | Full-featured interactive BPMN editor |\n| [`@bpmnkit/engine`](https://www.npmjs.com/package/@bpmnkit/engine) | Lightweight BPMN process simulator for tests and demos |\n| [`@bpmnkit/feel`](https://www.npmjs.com/package/@bpmnkit/feel) | FEEL expression language parser & evaluator |\n| [`@bpmnkit/plugins`](https://www.npmjs.com/package/@bpmnkit/plugins) | 34 composable canvas plugins |\n| [`@bpmnkit/api`](https://www.npmjs.com/package/@bpmnkit/api) | Camunda 8 REST API TypeScript client |\n| [`@bpmnkit/ascii`](https://www.npmjs.com/package/@bpmnkit/ascii) | Render BPMN diagrams as Unicode ASCII art |\n| [`@bpmnkit/markdown`](https://www.npmjs.com/package/@bpmnkit/markdown) | BPMN diagrams in Markdown — remark, markdown-it and README pre-rendering |\n| [`@bpmnkit/docspack`](https://www.npmjs.com/package/@bpmnkit/docspack) | BPMN Kit docs as an offline docspack package for AI agents |\n| [`@bpmnkit/camunda-docspack`](https://www.npmjs.com/package/@bpmnkit/camunda-docspack) | Camunda 8 docs as an offline docspack package for AI agents |\n| [`@bpmnkit/ui`](https://www.npmjs.com/package/@bpmnkit/ui) | Shared design tokens and UI components |\n| [`@bpmnkit/profiles`](https://www.npmjs.com/package/@bpmnkit/profiles) | Shared auth, profile storage, and client factories for CLI & proxy |\n| [`@bpmnkit/operate`](https://www.npmjs.com/package/@bpmnkit/operate) | Monitoring & operations frontend for Camunda clusters |\n| [`@bpmnkit/connector-gen`](https://www.npmjs.com/package/@bpmnkit/connector-gen) | Generate connector templates from OpenAPI specs |\n| [`@bpmnkit/connectors`](https://www.npmjs.com/package/@bpmnkit/connectors) | Camunda 8 OOTB connector catalog and deterministic template application |\n| [`@bpmnkit/cli`](https://www.npmjs.com/package/@bpmnkit/cli) | Camunda 8 command-line interface (casen) |\n| [`@bpmnkit/proxy`](https://www.npmjs.com/package/@bpmnkit/proxy) | Local AI bridge and Camunda API proxy server |\n| [`@bpmnkit/patterns`](https://www.npmjs.com/package/@bpmnkit/patterns) | Domain process patterns for BPMNKit AIKit |\n| [`@bpmnkit/reebe-wasm`](https://www.npmjs.com/package/@bpmnkit/reebe-wasm) | WebAssembly BPMN engine for browser simulation |\n| [`@bpmnkit/worker-client`](https://www.npmjs.com/package/@bpmnkit/worker-client) | Thin Zeebe REST client for standalone workers |\n| [`@bpmnkit/user-tasks`](https://www.npmjs.com/package/@bpmnkit/user-tasks) | Embeddable user task widget for Camunda 8 |\n| [`@bpmnkit/cli-sdk`](https://www.npmjs.com/package/@bpmnkit/cli-sdk) | Plugin authoring SDK for the casen CLI |\n| [`@bpmnkit/create-casen-plugin`](https://www.npmjs.com/package/@bpmnkit/create-casen-plugin) | Scaffold a new casen CLI plugin in seconds |\n| [`@bpmnkit/casen-report`](https://www.npmjs.com/package/@bpmnkit/casen-report) | HTML reports from Camunda 8 incident and SLA data |\n| [`@bpmnkit/casen-worker-http`](https://www.npmjs.com/package/@bpmnkit/casen-worker-http) | Example HTTP worker plugin — completes jobs with live JSONPlaceholder API data |\n\n## License\n\n[MIT](https://github.com/bpmnkit/monorepo/blob/main/LICENSE) © BPMN Kit — made by [u11g](https://u11g.com)\n\n
\n \"BPMN\n
\n","readmeFilename":""}