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Single-Cell RNA-seq Core Analysis (Scanpy)
85 / 100 · Low risk
Fine to try.
By mdbabumiamssm/LLMs-Universal-Life-Science-and-Clinical-Skills- (GitHub) · other · 36 stars · scanned at commit fde6cd1
Works with any agent that supports SKILL.md skills.
What this skill can do
Downloads and installs other software
The author does not mention this.
Found in 14 places.
Show 11 more
- Skills/External_Collections/OmicsClaw/knowledge_base/scrnaseq-scanpy-core-analysis/SKILL.md, line 31
| pandas | ≥1.3 | BSD-3-Clause | Permitted | `pip install pandas` | - Skills/External_Collections/OmicsClaw/knowledge_base/scrnaseq-scanpy-core-analysis/SKILL.md, line 32
| matplotlib | ≥3.4 | PSF | Permitted | `pip install matplotlib` | - Skills/External_Collections/OmicsClaw/knowledge_base/scrnaseq-scanpy-core-analysis/SKILL.md, line 33
| seaborn | ≥0.12 | BSD-3-Clause | Permitted | `pip install seaborn` | - Skills/External_Collections/OmicsClaw/knowledge_base/scrnaseq-scanpy-core-analysis/SKILL.md, line 34
| adjustText | ≥0.8 | MIT | Permitted | `pip install adjustText` | - Skills/External_Collections/OmicsClaw/knowledge_base/scrnaseq-scanpy-core-analysis/SKILL.md, line 35
| scrublet | ≥0.2.3 | MIT | Permitted | `pip install scrublet` | - Skills/External_Collections/OmicsClaw/knowledge_base/scrnaseq-scanpy-core-analysis/SKILL.md, line 36
| scvi-tools | ≥1.0 | BSD-3-Clause | Permitted | `pip install scvi-tools` | - Skills/External_Collections/OmicsClaw/knowledge_base/scrnaseq-scanpy-core-analysis/SKILL.md, line 37
| harmonypy | ≥0.0.9 | GPL-3 | Permitted | `pip install harmonypy` | - Skills/External_Collections/OmicsClaw/knowledge_base/scrnaseq-scanpy-core-analysis/SKILL.md, line 38
| celltypist | ≥1.0 | MIT | Permitted | `pip install celltypist` | - Skills/External_Collections/OmicsClaw/knowledge_base/scrnaseq-scanpy-core-analysis/SKILL.md, line 39
| pydeseq2 | ≥0.4 | MIT | Permitted | `pip install pydeseq2` | - Skills/External_Collections/OmicsClaw/knowledge_base/scrnaseq-scanpy-core-analysis/SKILL.md, line 41
**Install all:** `pip install scanpy anndata numpy pandas matplotlib seaborn adjustText scrublet` - Skills/External_Collections/OmicsClaw/knowledge_base/scrnaseq-scanpy-core-analysis/SKILL.md, line 247
| `ImportError: No module named 'scanpy'` | Not installed | `pip install scanpy anndata numpy pandas matplotlib seaborn` |
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'single-cell-rna-seq-core-analysis-scanpy' ] || [ -L ~/.agents/skills/'single-cell-rna-seq-core-analysis-scanpy' ]; then echo 'A skill folder named single-cell-rna-seq-core-analysis-scanpy already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/mdbabumiamssm/LLMs-Universal-Life-Science-and-Clinical-Skills-' "$d" && git -C "$d" checkout --quiet 'fde6cd1025d8a9300ad783b3d6696fa708a5cdb0' -- 'Skills/External_Collections/OmicsClaw/knowledge_base/scrnaseq-scanpy-core-analysis' && mkdir -p ~/.agents/skills && cp -R "$d"/'Skills/External_Collections/OmicsClaw/knowledge_base/scrnaseq-scanpy-core-analysis' ~/.agents/skills/'single-cell-rna-seq-core-analysis-scanpy' && rm -rf "$d"; fi
Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'single-cell-rna-seq-core-analysis-scanpy' ~/.claude/skills/'single-cell-rna-seq-core-analysis-scanpy' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.
Badge for your README
The badge for mdbabumiamssm/LLMs-Universal-Life-Science-and-Clinical-Skills- shows the score of its lowest-scoring skill.

[](https://zalavijaysinh.github.io/skilltrust/repos/mdbabumiamssm/LLMs-Universal-Life-Science-and-Clinical-Skills-/)
Score history
| Date | Version | Score |
|---|
| 2026-11-13 | fde6cd1 | 85 |
| 2026-11-07 | 839c35a | 85 |
Also found in
Identical copies of this skill exist at:
- BioTender-max/awesome-bio-agent-skills/skills/omicsclaw/scrnaseq-scanpy-core-analysis
- mdbabumiamssm/LLMs-Universal-Life-Science-and-Clinical-Skills-/Skills/Knowledge_Base/scrnaseq-scanpy-core-analysis