Build a Robot-Cell Kinematic Reachability and Tooling Swap Verifier
Assess robotic tooling geometry changes against simulated cell envelopes using MoveIt models. Flag reachability limits and produce safety sign-off packets before physical installation.
What you are building
The core problem, expected build, and operating context for this challenge.
Assess robotic tooling geometry changes against simulated cell envelopes using MoveIt models. Flag reachability limits and produce safety sign-off packets before physical installation.
Robotics Integration Specialist
Parse tool frame dimensions and end-effector joint bounds from simulated MoveIt configuration files.
Model workpiece grasp coordinates against robot workspace kinematic boundaries.
Detect axis limit exceedances and workspace boundary collisions.
Compile a tooling swap validation packet with joint margin scorecards.
3D bounding box visualizer with joint limit deviation tables and sign-off export.
Construct synthetic MoveIt robot description files (URDF/SRDF fragments) and coordinate point arrays stored in a local repository directory. Starter examples below are synthetic. They are not downloaded records.
MoveIt robotics MoveIt 2 kinematic manipulation envelopes and joint limit configuration structures described in Source 1.
mastra-ai, zod, threejs. Mastra AI supports deterministic TypeScript-driven workflow orchestration with strict step validations. High-capability reasoning model for spatial translation check verification and parameter extraction.
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.
Flags grasp targets exceeding simulated robot reach envelopes.
Calculates individual joint clearance percentages against soft limit stops.
Exports structured tool clearance reports compliant with inspection standards.
```json [ { "input": { "robot_model": "Arm_6DOF_v1", "tool_offset_xyz": [ 0, 0, 0.25 ], "target_grasp_xyz": [ 0.85, 0.2, 0.4 ], "max_reach_radius": 0.9, "joint_limits_rad": { "joint_5": [ -2, 2 ] }, "projected_joint_5_rad": 1.75 }, "expected_output": { "reachability_status": "VALID", "distance_to_boundary_m": 0.026, "joint_margin_percent": 12.5, "sign_off_ready": true, "recommendation": "Tooling swap within kinematic reach bounds. Proceed to offline motion rehearsal." } }, { "input": { "robot_model": "Arm_6DOF_v1", "tool_offset_xyz": [ 0, 0, 0.4 ], "target_grasp_xyz": [ 1.1, 0, 0.5 ], "max_reach_radius": 0.9, "joint_limits_rad": { "joint_5": [ -2, 2 ] }, "projected_joint_5_rad": 2.45 }, "expected_output": { "reachability_status": "EXCEEDED", "distance_to_boundary_m": -0.308, "joint_margin_percent": 0, "sign_off_ready": false, "recommendation": "Target exceeds maximum radial reach and joint_5 limit. Reconfigure fixture placement." } } ] ```
Analytical review in simulation only. No robot trajectory commands or physical motion actuations are emitted. Use mock external writes. Require human review before any real deployment.
Participation guide
Analytical review in simulation only. No robot trajectory commands or physical motion actuations are emitted. Use mock external writes and human review.
How work is evaluated
Flags grasp targets exceeding simulated robot reach envelopes. Calculates individual joint clearance percentages against soft limit stops. Exports structured tool clearance reports compliant with inspection standards.
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
Parse tool frame dimensions and end-effector joint bounds from simulated MoveIt configuration files. Model workpiece grasp coordinates against robot workspace kinematic boundaries. Detect axis limit exceedances and workspace boundary collisions. Compile a tooling swap validation packet with joint margin scorecards.
Missing or incorrect.
Partly complete, with documented gaps.
Complete, with reproducible evidence.
Correctness and evidence
Flags grasp targets exceeding simulated robot reach envelopes. Calculates individual joint clearance percentages against soft limit stops. Exports structured tool clearance reports compliant with inspection standards.
Missing or incorrect.
Partly complete, with documented gaps.
Complete, with reproducible evidence.
Review interface
3D bounding box visualizer with joint limit deviation tables and sign-off export.
Missing or incorrect.
Partly complete, with documented gaps.
Complete, with reproducible evidence.
Safe execution
Analytical review in simulation only. No robot trajectory commands or physical motion actuations are emitted.
This dimension contributes its full weight only when the submission satisfies the requirement. Partial credit is not awarded.
What you should walk away with
Parse tool frame dimensions and end-effector joint bounds from simulated MoveIt configuration files.
Model workpiece grasp coordinates against robot workspace kinematic boundaries.
Detect axis limit exceedances and workspace boundary collisions.
Compile a tooling swap validation packet with joint margin scorecards.
Reference links and supporting material
Construct synthetic MoveIt robot description files (URDF/SRDF fragments) and coordinate point arrays stored in a local repository directory. Supplied starter examples are synthetic, not source extracts.
Challenge setup
Configuration summary for this challenge.
Challenge input
Input details are not configured.
Mastra AI
TypeScript agent framework.
Evaluated output
No output checks are configured.
- Parse tool frame dimensions and end-effector joint bounds from simulated MoveIt configuration files. Model...
- Flags grasp targets exceeding simulated robot reach envelopes. Calculates individual joint clearance percen...
- 3D bounding box visualizer with joint limit deviation tables and sign-off export.
- 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
- Mastra AI · Optional
- Mastra 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.