Build an OPC UA Shift Handover Telemetry and Event Packager
Extract production counts, alarm histories, and operating states from open62541 OPC UA server logs. Compile a structured shift handover digest highlighting unresolved interlocks for incoming operating personnel.
What you are building
The core problem, expected build, and operating context for this challenge.
Extract production counts, alarm histories, and operating states from open62541 OPC UA server logs. Compile a structured shift handover digest highlighting unresolved interlocks for incoming operating personnel.
Manufacturing Shift Supervisor
Read open62541 telemetry summaries and discrete node state change records from the shift operating window.
Detect abnormal stop events, recurrent high-priority alarm nodes, and incomplete production lots.
Aggregate shift metrics including gross production tally, machine availability percentage, and unresolved interlocks.
Format structured shift handover dossier for incoming operator sign-off and computerized log ingestion.
CLI and browser-based shift handover dashboard with chronological alarm logs and sign-off confirmation controls.
Clone the open62541 repository and run local mock server examples to emit simulated machine telemetry and event node records into JSON. Starter examples below are synthetic. They are not downloaded records.
open62541 OPC UA References the open62541 C-based OPC UA information model and event handling node architecture described in the repository documentation.
pydantic-ai, fastapi, pytest. Pydantic AI enforces type validation across complex OPC UA node telemetry structures and handover summary schemas. Requires hosted Claude API or capable local model with strict structured output schema enforcement.
Submit runnable source, pinned dependencies, setup commands, a working interface, example outputs, and a recorded end-to-end demo. Include tests and an action log.
Parses simulated open62541 node event JSON records without schema violations.
Accurately extracts all active alarm nodes with severities exceeding critical limits.
Produces valid JSON handover reports containing machine availability and operator sign-off status.
Flags incomplete shifts where production counts fail to meet baseline plan targets.
```json [ { "input": { "shift_id": "SHIFT-2025-05-A", "cell_id": "CELL-PACK-01", "opc_nodes": [ { "node_id": "ns=2;s=MachineState", "value": "RUNNING", "timestamp": "2025-05-10T06:00:00Z" }, { "node_id": "ns=2;s=AlarmActive", "value": true, "severity": 750, "timestamp": "2025-05-10T13:45:00Z" }, { "node_id": "ns=2;s=GoodPartsCount", "value": 1420, "timestamp": "2025-05-10T14:00:00Z" } ], "target_count": 1500 }, "expected_output": { "shift_id": "SHIFT-2025-05-A", "cell_id": "CELL-PACK-01", "handover_status": "ACTION_REQUIRED", "unresolved_alarms": [ { "node_id": "ns=2;s=AlarmActive", "severity": 750 } ], "metrics": { "good_parts": 1420, "target_delta": -80, "completion_pct": 94.67 }, "sign_off_ready": false } }, { "input": { "shift_id": "SHIFT-2025-05-B", "cell_id": "CELL-PACK-02", "opc_nodes": [ { "node_id": "ns=2;s=MachineState", "value": "STOPPED", "timestamp": "2025-05-10T14:00:00Z" } ], "target_count": 1000 }, "expected_output": { "shift_id": "SHIFT-2025-05-B", "cell_id": "CELL-PACK-02", "handover_status": "INCOMPLETE_DATA", "unresolved_alarms": [], "metrics": { "good_parts": 0, "target_delta": -1000, "completion_pct": 0 }, "sign_off_ready": false } } ] ```
Ensures all handover records remain advisory and prevents automated equipment restart without manual operator verification. Use mock external writes. Require human review before any real deployment.
Participation guide
Ensures all handover records remain advisory and prevents automated equipment restart without manual operator verification. Use mock external writes and human review.
How work is evaluated
Parses simulated open62541 node event JSON records without schema violations. Accurately extracts all active alarm nodes with severities exceeding critical limits. Produces valid JSON handover reports containing machine availability and operator sign-off status. Flags incomplete shifts where production counts fail to meet baseline plan targets.
Runnable source, pinned dependencies, setup commands, working interface, example outputs, recorded demo, tests, and action logs.
Challenge datasets
Public datasets, plus the private datasets you have access to.
How submissions are scored
These dimensions define what the evaluator checks and which criteria separate a passable run from a strong one.
Complete workflow
Read open62541 telemetry summaries and discrete node state change records from the shift operating window. Detect abnormal stop events, recurrent high-priority alarm nodes, and incomplete production lots. Aggregate shift metrics including gross production tally, machine availability percentage, and unresolved interlocks. Format structured shift handover dossier for incoming operator sign-off and computerized log ingestion.
Missing or incorrect.
Partly complete, with documented gaps.
Complete, with reproducible evidence.
Correctness and evidence
Parses simulated open62541 node event JSON records without schema violations. Accurately extracts all active alarm nodes with severities exceeding critical limits. Produces valid JSON handover reports containing machine availability and operator sign-off status. Flags incomplete shifts where production counts fail to meet baseline plan targets.
Missing or incorrect.
Partly complete, with documented gaps.
Complete, with reproducible evidence.
Review interface
CLI and browser-based shift handover dashboard with chronological alarm logs and sign-off confirmation controls.
Missing or incorrect.
Partly complete, with documented gaps.
Complete, with reproducible evidence.
Safe execution
Ensures all handover records remain advisory and prevents automated equipment restart without manual operator verification.
This dimension contributes its full weight only when the submission satisfies the requirement. Partial credit is not awarded.
What you should walk away with
Read open62541 telemetry summaries and discrete node state change records from the shift operating window.
Detect abnormal stop events, recurrent high-priority alarm nodes, and incomplete production lots.
Aggregate shift metrics including gross production tally, machine availability percentage, and unresolved interlocks.
Format structured shift handover dossier for incoming operator sign-off and computerized log ingestion.
Reference links and supporting material
Clone the open62541 repository and run local mock server examples to emit simulated machine telemetry and event node records into JSON. Supplied starter examples are synthetic, not source extracts.
Challenge setup
Configuration summary for this challenge.
Challenge input
Input details are not configured.
Pydantic AI
Typed Python agent framework.
Evaluated output
No output checks are configured.
- Read open62541 telemetry summaries and discrete node state change records from the shift operating window....
- Parses simulated open62541 node event JSON records without schema violations. Accurately extracts all activ...
- CLI and browser-based shift handover dashboard with chronological alarm logs and sign-off confirmation cont...
- 2 public reference cases
- 2 configured tools
Summary shows the first task, up to three tools, and up to three evidence items. Open the technical recipe to view all configured items.
View technical recipe
Configured tools
- Pydantic AI · Optional
- Pydantic AI · Optional
Evaluation contract
- Complete workflow · Weight 40
- Correctness and evidence · Weight 30
- Review interface · Weight 20
- Safe execution · Weight 10
Reference cases
- 2 public reference cases
Workflow tasks
No workflow tasks are configured.
Recipe freeze marker
No recipe freeze time is recorded.