data-transform
data-transform is an Exploratory analysis & notebooks skill for AI agents, published by aipoch in the medical-research-skills repository on GitHub. Skillspace rates data-transform C (74/100) and it passed the safety scan; the rating is based on static analysis only.
Transform, clean, reshape, and preprocess data using pandas and numpy. Works with ANY LLM provider (GPT, Gemini, Claude, etc.).
- Grade
- C
- Quality
- 74 / 100
- Safety
- Passed
- GitHub stars
- 1,449
Unproven: rated by static analysis only, not yet compared head-to-head.
Our two independent classifiers differ on this skill's category, so treat the placement as provisional.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 87 / 100
- Maturity
- Packaged: licensed, with a version or references
- Security scan
- No issues found
- License
- MIT
- Adoption
- Adopted by 0 other repositories, in 2 collections
- Scope
- Portable: works in any project. Generic pandas/numpy data cleaning and reshaping
Not checked yet
- Not judged on the rubric yet (not a contender in its category)
- No blind task eval yet
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
Also published in 1 other repo
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