AutomationResearch InfrastructureFreedomIntelligence/OpenClaw-Medical-SkillsData & Reproduction
SP

spatial-data-io

Maintainer FreedomIntelligence · Last updated April 1, 2026

spatial-data-io.

OpenClawNanoClawAnalysisReproductionspatial-data-ioopenclaw medical skillsadditional scientific toolsspatial

Original source

FreedomIntelligence/OpenClaw-Medical-Skills

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

Maintainer
FreedomIntelligence
License
MIT
Last updated
April 1, 2026

Skill Snapshot

Key Details From SKILL.md

2 min

Key Notes

  • Load and work with spatial transcriptomics data from various platforms.
  • adata = sq.read.visium('path/to/spaceranger/output/') print(f'Loaded {adata.n_obs} spots, {adata.n_vars} genes').

Source Doc

Excerpt From SKILL.md

Spatial coordinates are in adata.obsm['spatial']

print(f"Spatial coords shape: {adata.obsm['spatial'].shape}")

Image is in adata.uns['spatial']

library_id = list(adata.uns['spatial'].keys())[0] print(f'Library ID: {library_id}')


## Alternative using Scanpy directly

adata = sc.read_visium('path/to/spaceranger/output/')

Use cases

  • Use spatial-data-io 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-preprocessing - QC and normalization after loading
  • spatial-visualization - Plot spatial data
  • single-cell/data-io - Non-spatial scRNA-seq data loading

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