data-validation-first
data-validation-first is an Exploratory analysis & notebooks skill for AI agents, published by aiming-lab in the MetaClaw repository on GitHub. Skillspace rates data-validation-first D (63/100) and it passed the safety scan; the rating is based on static analysis only.
Use this skill before any data analysis, transformation, or modeling. Always inspect and validate the data before drawing conclusions or writing transformations.
- Grade
- D
- Quality
- 63 / 100
- Safety
- Passed
- GitHub stars
- 3,466
Unproven: rated by static analysis only, not yet compared head-to-head.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 91 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- No issues found
- License
- MIT
- Adoption
- Adopted by 1 other repositories, in 0 collections
- Scope
- Portable: works in any project. Generic data validation checklist before any analysis.
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
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