AutomationResearch InfrastructureFreedomIntelligence/OpenClaw-Medical-SkillsData & Reproduction
SP

spatial-neighbors

Maintainer FreedomIntelligence · Last updated April 1, 2026

spatial-neighbors.

OpenClawNanoClawAnalysisReproductionspatial-neighborsopenclaw medical skillsadditional scientific toolsspatial

Original source

FreedomIntelligence/OpenClaw-Medical-Skills

https://github.com/FreedomIntelligence/OpenClaw-Medical-Skills/tree/main/skills/spatial-neighbors

Maintainer
FreedomIntelligence
License
MIT
Last updated
April 1, 2026

Skill Snapshot

Key Details From SKILL.md

2 min

Key Notes

  • Build spatial neighbor graphs for connectivity-based analyses.
  • sq.gr.spatial_neighbors(adata, n_neighs=6, coord_type='generic').

Source Doc

Excerpt From SKILL.md

Check the graph

print(f"Connectivities shape: {adata.obsp['spatial_connectivities'].shape}") print(f"Distances shape: {adata.obsp['spatial_distances'].shape}")


## Delaunay triangulation (natural neighbors)

sq.gr.spatial_neighbors(adata, delaunay=True, coord_type='generic')

Connect all spots within a radius

sq.gr.spatial_neighbors(adata, radius=100, coord_type='generic')

Use cases

  • Use spatial-neighbors in research workflows aligned with this subject area.
  • Follow the upstream documentation for the full working procedure.

Not for

  • Do not rely on this catalog entry alone for installation or maintenance details.

Upstream Related Skills

  • spatial-statistics - Use neighbor graph for spatial statistics
  • spatial-domains - Identify domains using spatial graph
  • single-cell/clustering - Non-spatial neighbor graphs

Related skills

Related skills

Back to directory
CE
AutomationResearch Infrastructure

cellular-senescence-agent

Cellular senescence analysis: marker scoring, SASP profiling, tissue aging assessment.

OpenClawNanoClawAnalysis
FreedomIntelligence/OpenClaw-Medical-SkillsView
CO
AutomationResearch Infrastructure

consensus-sequences

consensus-sequences.

OpenClawNanoClawAnalysis
FreedomIntelligence/OpenClaw-Medical-SkillsView
DO
AutomationResearch Infrastructure

docx

A user may ask you to create, edit, or analy.

OpenClawNanoClawAnalysis
FreedomIntelligence/OpenClaw-Medical-SkillsView
FI
AutomationResearch Infrastructure

filtering-best-practices

filtering-best-practices.

OpenClawNanoClawAnalysis
FreedomIntelligence/OpenClaw-Medical-SkillsView