Build an IFC Mutation and Scripted Patch Validator
Evaluate automated BIM modification patches using IfcOpenShell ifcedit primitives. Validate spatial relationships, attribute types, and entity integrity before applying changes to live facility models.
What you are building
The core problem, expected build, and operating context for this challenge.
Evaluate automated BIM modification patches using IfcOpenShell ifcedit primitives. Validate spatial relationships, attribute types, and entity integrity before applying changes to live facility models.
BIM automation engineer
Ingest proposed ifcedit modification payloads targeting architectural IFC entities.
Inspect target element global IDs and verify presence in the baseline IFC model.
Validate property set modifications against standard IFC schema type requirements.
Generate a transactional dry-run report summarizing entity modifications and attribute rollbacks.
Terminal CLI and web dashboard showing diff view of IFC entities, property change table, and execution authorization switch.
Download open-source IFC sample models from the official IfcOpenShell repository test suite, placed in a local mock project directory. Starter examples below are synthetic. They are not downloaded records.
IfcOpenShell Utilizes the ifcedit CLI wrapper for ifcopenshell.api model mutation functions documented in the IfcOpenShell ecosystem table.
langgraph, ifcopenshell, fastapi. LangGraph manages the multi-step state graph verifying model existence, validating schema types, and staging dry-run executions. Requires an API-hosted or local reasoning model capable of analyzing schema inheritance and generating verified JSON patch graphs.
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.
Verifies that each entity identified by GUID exists in the target IFC structure.
Blocks operations attempting to assign non-schema attributes to IfcPropertySet instances.
Produces a reversible patch plan detailing created, modified, and deleted entities.
Requires engineer approval before executing any write command to disk.
```json [ { "input": { "model_guid": "2O2Fr$t4X7Zf8NOew3FL9r", "mutations": [ { "action": "edit_property", "entity_type": "IfcDoor", "property_set": "Pset_DoorCommon", "property_name": "FireRating", "new_value": "FD60" } ] }, "expected_output": { "validation_status": "APPROVED", "target_entity": "2O2Fr$t4X7Zf8NOew3FL9r", "schema_check": "PASS", "applied_patch_summary": "Pset_DoorCommon.FireRating updated to FD60", "rollback_snapshot_id": "snap-98231" } }, { "input": { "model_guid": "UNKNOWN_GUID_0000000000", "mutations": [ { "action": "edit_property", "entity_type": "IfcWall", "property_set": "Pset_WallCommon", "property_name": "LoadBearing", "new_value": "True" } ] }, "expected_output": { "validation_status": "REJECTED", "target_entity": "UNKNOWN_GUID_0000000000", "schema_check": "FAIL", "applied_patch_summary": "Target entity not found in active model registry", "rollback_snapshot_id": null } } ] ```
Executes strictly in dry-run mode with simulated write operations; original BIM files remain unchanged. Use mock external writes. Require human review before any real deployment.
Participation guide
Executes strictly in dry-run mode with simulated write operations; original BIM files remain unchanged. Use mock external writes and human review.
How work is evaluated
Verifies that each entity identified by GUID exists in the target IFC structure. Blocks operations attempting to assign non-schema attributes to IfcPropertySet instances. Produces a reversible patch plan detailing created, modified, and deleted entities. Requires engineer approval before executing any write command to disk.
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
Ingest proposed ifcedit modification payloads targeting architectural IFC entities. Inspect target element global IDs and verify presence in the baseline IFC model. Validate property set modifications against standard IFC schema type requirements. Generate a transactional dry-run report summarizing entity modifications and attribute rollbacks.
Missing or incorrect.
Partly complete, with documented gaps.
Complete, with reproducible evidence.
Correctness and evidence
Verifies that each entity identified by GUID exists in the target IFC structure. Blocks operations attempting to assign non-schema attributes to IfcPropertySet instances. Produces a reversible patch plan detailing created, modified, and deleted entities. Requires engineer approval before executing any write command to disk.
Missing or incorrect.
Partly complete, with documented gaps.
Complete, with reproducible evidence.
Review interface
Terminal CLI and web dashboard showing diff view of IFC entities, property change table, and execution authorization switch.
Missing or incorrect.
Partly complete, with documented gaps.
Complete, with reproducible evidence.
Safe execution
Executes strictly in dry-run mode with simulated write operations; original BIM files remain unchanged.
This dimension contributes its full weight only when the submission satisfies the requirement. Partial credit is not awarded.
What you should walk away with
Ingest proposed ifcedit modification payloads targeting architectural IFC entities.
Inspect target element global IDs and verify presence in the baseline IFC model.
Validate property set modifications against standard IFC schema type requirements.
Generate a transactional dry-run report summarizing entity modifications and attribute rollbacks.
Reference links and supporting material
Download open-source IFC sample models from the official IfcOpenShell repository test suite, placed in a local mock project directory. Supplied starter examples are synthetic, not source extracts.
Challenge setup
Configuration summary for this challenge.
Challenge input
Input details are not configured.
LangGraph
Runtime for stateful agent workflows.
Evaluated output
No output checks are configured.
- Ingest proposed ifcedit modification payloads targeting architectural IFC entities. Inspect target element...
- Verifies that each entity identified by GUID exists in the target IFC structure. Blocks operations attempti...
- Terminal CLI and web dashboard showing diff view of IFC entities, property change table, and execution auth...
- 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
- LangGraph · Optional
- LangGraph · 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.