exploratory-data-analysis
Skill0 starsChanged 31 days agoNo licenceView on GitHub
Performs bounded, local exploratory analysis of explicitly supported scientific files. Supports redacted CSV/TSV/JSON profiles; optional NumPy, HDF5, FASTA/FASTQ, and basic image metadata inspection; missingness/leakage audits; outlier and transformation sensitivity; and rigorous EDA report scaffolds. Other domain formats are reference-only and unknown formats fail closed.
- Installs packages
27 other projects use a version of this, 5 of them edited.
Adopted by
Most recently taken up by
- shisuidata/ss-data-skillstheir own version, first seen Nov 8, 2026
- BrightGold70/skillstheir own version, first seen Nov 8, 2026
- SWEStash/swe-workflow-skillstheir own version, first seen Nov 8, 2026
- MarieLynneBlock/arcanum-artifextheir own version, first seen Nov 1, 2026
- JPeetz/agent-skillstheir own version, first seen Nov 1, 2026
- Big-LAORE/Biblioth-que-de-skillsword for word, first seen Nov 1, 2026
Other versions27 projects use a version of this.
Word for word · 1
- Big-LAORE/Biblioth-que-de-skills★ 1100% same
Edited · 5
- Luooops/skills★ 191% same
- ZeroTokenClaw/agents-skills★ 191% same
- zh123012/claude-skills★ 191% same
- ailessonio/open-source-skills★ 091% same
- andfrancot-alt/claude-skills★ 091% same
Wrote their own version · 21
- wu-yc/LabClaw★ 1.1ksame name
- LeonChaoX/qinyan-academic-skills★ 910same name
- jaechang-hits/SciAgent-Skills★ 386same name
- qinyan-ai/qinyan-academic-skills★ 80same name
- Barrios88/barrios-skills★ 63same name
- ZanderRuss/obsidian-claude★ 19same name
- JPeetz/agent-skills★ 14same name
- fmschulz/omics-skills★ 9same name
- shisuidata/ss-data-skills★ 8same name
- MarieLynneBlock/arcanum-artifex★ 4same name
11 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository216 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- 13c-metabolic-fluxSkill
- adaptyvSkill
- aeonSkill
- alphagenomeSkill
- analytical-method-validationSkill
- anndataSkill
- arboretoSkill
- arborSkill
- astropySkill
- autoskillSkill
- benchling-integrationSkill
- bgpt-paper-searchSkill
- bidsSkill
- biopythonSkill
- bioservicesSkill
- boltz2-nimSkill
- bulk-rnaseqSkill
- canteraSkill
- cellprofilerSkill
- cellxgene-censusSkill
- cirqSkill
- citation-managementSkill
- clinical-decision-supportSkill
- clinical-reportsSkill
- cobrapySkill
- codonfm-embedSkill
- codonfm-finetuneSkill
- codonfm-scoreSkill
- codonfm-setupSkill
- complexa-binder-designSkill
- complexa-designSkill
- complexa-evaluate-pdbsSkill
- complexa-setupSkill
- complexa-sweepSkill
- complexa-targetSkill
- consciousness-councilSkill
- cuequivarianceSkill
- daskSkill
- database-lookupSkill
- dataladSkill
- datamolSkill
- deepchemSkill
- deepspot-mSkill
- deeptoolsSkill
- depmapSkill
- dhdna-profilerSkill
- diffdock-nimSkill
- diffdockSkill
- dnanexus-integrationSkill
- drug-discovery-pipelineSkill
- esmSkill
- etetoolkitSkill
- evo2-nimSkill
- exa-searchSkill
- experimental-designSkill
- fictivSkill
- flowioSkill
- flowkitSkill
- The first 60 shown.
The file
Show its rules and text
We split this skill into the rules it gives an agent
15 rules. 0 are common, 12 are distinctive, and 3 are very specific to this project.
0
Common
Most of the 24 edited versions we read keep these.
12
Distinctive
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.
“Common” is measured: kept by at least 6 in 10 of the 24 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
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