rctd-py
rctd-py is a Bioinformatics & life sciences skill for AI agents, published by p-gueguen in the rctd-py repository on GitHub. Skillspace rates rctd-py D (66/100) and it passed the safety scan; the rating is based on static analysis only.
GPU-accelerated Python RCTD cell type deconvolution for spatial transcriptomics (Visium, VisiumHD, Xenium, MERFISH, Slide-seq). Use when running rctd-py, when a Python alternative to R spacexr is needed, when deconvolving spatial data on GPU, when preparing h5ad references from Seurat/scanpy/CELLxGENE, or when integrating rctd-py results back into a Seurat/AnnData workflow. Covers the CLI (`rctd run`, `rctd validate`, `rctd info`), the Python API (`run_rctd`, `Reference`, `RCTDConfig`), all three modes (doublet / multi / full), GPU dtype selection, per-arch eigh tuning, and result interpretation. Triggers on "rctd-py", "python rctd", "GPU RCTD", "spacexr python", "h5ad deconvolution", "spatial cell type deconvolution python", "convert spacexr reference to h5ad".
- Grade
- D
- Quality
- 66 / 100
- Safety
- Passed
- GitHub stars
- 43
Unproven: rated by static analysis only, not yet compared head-to-head.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 96 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- No issues found
- License
- GPL-3.0
- Adoption
- Adopted by 0 other repositories, in 0 collections
Not checked yet
- Not judged on the rubric yet (not a contender in its category)
- No blind task eval yet
- Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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