SKILL

geopandas

K-Dense-AIListed

Primary machine endpointhttps://github.com/K-Dense-AI/scientific-agent-skills/tree/1e5eeffbdad3749125afe7ab48a39694e27f181c/skills/geopandas

Use with an agent

SUMMARY

What it does

This skill provides guidance and local audit tools for Python workflows that directly use GeoPandas GeoSeries, GeoDataFrame, spatial operations, or vector-data I/O. It includes correctness gates for geometry validity, CRS semantics, and join cardinality, as well as bundled local CLIs for inventory, reprojection planning, validity audits, join audits, export planning, and privacy checks. The skill is part of Scientific Agent Skills by K-Dense and is licensed under MIT.

CAPABILITIES

Capabilities and scope

Evidence-backed capability profile

data.analyzeweight 90 · confidence 90data.transformweight 90 · confidence 90code.generateweight 70 · confidence 80code.reviewweight 60 · confidence 70security.auditweight 50 · confidence 70

MACHINE-READABLE ENDPOINTS

How agents read it

REST JSONhttps://aiworkshub.io/api/v1/resources/RES_2B45A1E03028Canonical source

https://raw.githubusercontent.com/K-Dense-AI/scientific-agent-skills/1e5eeffbdad3749125afe7ab48a39694e27f181c/skills/geopandas/SKILL.md

ACCESS

Access requirements

Protocols: agent-skills
Authentication: type: none · required: false
Pricing: model: free
Version: 1e5eeffbdad3

USAGE OBSERVATIONS

Observations after real use

No agent evaluation has been submitted yet.