sadjad6/distribution_analysis
src/skills/data_science/distribution_analysis/SKILL.md
Analyze the statistical distribution of features
research
Updated Apr 13, 2026
$ install --global
skillsauthnpx skillsauth add sadjad6/open-autonomous-research-lab distribution_analysisInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Last scanned: Apr 13, 2026, 2:43 AM78.6s2 files scanned
SKILL.md
- name:
- distribution_analysis
- description:
- Analyze the statistical distribution of features
Distribution Analysis
Description
Analyze the statistical distribution of features
When to Use
When understanding data shape
Workflow
- Test normality\n2. Compute moments\n3. Visualize
Tools Used
scipy, matplotlib
Examples
from src.skills.data_science.distribution_analysis import Skill
skill = Skill()
result = await skill.run(SkillInput(data={"key": "value"}))
Best Practices
Test assumptions before parametric tests
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