cooler Hi-C Matrix Summary Starter
SkillAI & modelsUse this skill to generate or inspect a tiny Hi-C contact matrix in Cooler format and summarize its bins and pixel counts in JSON.
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Then ask your AI: use the cooler Hi-C Matrix Summary Starter skill
About this capability
A framework for discovering, compiling, and validating reusable skills for scientific agents.
What this skill tells your AI
The instructions your AI receives, as published by ma-compbio-lab/skillfoundry in skills/epigenomics-and-chromatin/cooler-hic-matrix-summary-starter/SKILL.md and read by ahel’s review.
Use this skill to generate or inspect a tiny Hi-C contact matrix in Cooler format and summarize its bins and pixel counts in JSON.
What it does
- Creates a deterministic toy
.coolfile with three bins and five nonzero upper-triangle pixels. - Opens the Cooler store with
cooler.Coolerand summarizes matrix shape, pixel count, and total contact count. - Can also summarize an existing Cooler file if
--inputis provided.
When to use it
- You need a runnable starter for Hi-C contact matrix formats.
- You want a small verified example before building larger chromatin-interaction workflows.
- You need a smoke-testable wrapper around
coolerin the repo-managed scientific Python environment.
Example
slurm/envs/scientific-python/bin/python skills/epigenomics-and-chromatin/cooler-hic-matrix-summary-starter/scripts/run_cooler_hic_matrix_summary.py \
--out scratch/epigenomics/cooler_hic_summary.json \
--cooler-out scratch/epigenomics/toy_contacts.cool
Verification
- Skill-local tests:
python3 -m unittest discover -s skills/epigenomics-and-chromatin/cooler-hic-matrix-summary-starter/tests -p 'test_*.py' - Expected summary:
bin_count == 3,pixel_count == 5, andtotal_contact_count == 38
Signals
- GitHub stars
- 39
- Forks
- 5
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
cooler-hic-matrix-summary-starter- Source
- github.com/ma-compbio-lab/skillfoundry