geopandas
geopandas is a Python skill for AI agents, published by K-Dense-AI in the scientific-agent-skills repository on GitHub. Skillspace rates geopandas C (73/100) and it passed the safety scan; a judge model has also reviewed it.
Guidance and local audit tools for Python workflows that directly use GeoPandas GeoSeries, GeoDataFrame, spatial operations, or vector-data I/O.
- Grade
- C
- Quality
- 73 / 100
- Safety
- Passed
- GitHub stars
- 44,723
Placed #1 of 6 in the judged category final for Python.
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
- 94 / 100
- Maturity
- Packaged: licensed, with a version or references
- Security scan
- Low-risk patterns
- License
- Not declared. Check the repository before reusing it.
Judge review
Placed #1 of 6 in the judged category final for Python.
- Trigger
82 82 - Instructions
90 90 - Specificity
92 92 - Safety
96 96 - Disclosure
80 80 - Maintenance
88 88
Outstanding rigor: pinned and dated dependency versions, an explicit sensitive-data/trust-boundary contract, and an 8-point correctness checklist before any spatial result is trusted.
What the scanner flagged
- mentions secrets in text
Not checked yet
- Category is a classifier prediction; no model has read this skill yet
- No blind task eval yet
- Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
Skillspace indexes and rates this skill; it does not host or endorse it. Run third-party skills at your own risk.