Completed successfully in the connected OpenHCS desktop.

- Source Bindings preserve `1_w1.tif` and `1_w2.tif` provenance while projecting both to well/image 1 as biological channels 1 and 2.
- Pipeline validated, compiled, and completed through the visible ZMQ execution server.
- Editable generated Python remains open in the Pipeline Editor and Plate Manager code-mode window.
- Detected 9 neurons and 10 nuclei.
- Total assigned neurite outgrowth: 1,982 px; 47 processes; 8 branches.
- Mean outgrowth per neuron: 220.22 px; mean straightness: 0.901.
- Graph layer contains 25 paths with inspectable `edge_id`, `neuron_label`, branch distance, soma distance, branch type, and tortuosity.
- Napari remains active on port `5613`, showing only enhanced W1 context, unified neuron ROIs, and spatial-graph paths. The graph layer and feature row 0 are selected; redundant masks are hidden.
- Viewer validation passed: all nine payloads nonzero, with no missing or duplicate coordinates.

Key outputs:

- [Final Napari snapshot](/home/ts/code/projects/openhcs/mcp_outputs/website-agent-demo/candidate-20260804-13/outputs/20260804T220728118912Z_napari_5613_OpenHCS_Napari_Visualization.png)
- [Per-neuron measurements](/home/ts/code/projects/openhcs/mcp_outputs/website-agent-demo/candidate-20260804-13/outputs/plate_openhcs/images_results/1_site-1_z_index-1_timepoint-1_neurite_outgrowth_cells_step1_details.csv)
- [Summary measurements](/home/ts/code/projects/openhcs/mcp_outputs/website-agent-demo/candidate-20260804-13/outputs/plate_openhcs/images_results/1_site-1_z_index-1_timepoint-1_neurite_outgrowth_summary_step1_details.csv)
- [Unified neuron ROIs](/home/ts/code/projects/openhcs/mcp_outputs/website-agent-demo/candidate-20260804-13/outputs/plate_openhcs/images_results/1_s001_w1_z001_t001_neurons_step1_rois.roi.zip)
- [Spatial-graph paths](/home/ts/code/projects/openhcs/mcp_outputs/website-agent-demo/candidate-20260804-13/outputs/plate_openhcs/images_results/1_s001_w1_z001_t001_neurite_morphology_step1.graph.roi.zip)

The registered spatial-graph output was materialized and exposed in Napari, but the OpenHCS output index did not expose a separate `.swc` record despite the function’s SWC-capable artifact contract. No unregistered exporter or custom function was substituted.