geopandas
What this skill does
Geospatial data analysis and manipulation using GeoPandas
github/k-dense-ai - Data Exposure - 33.1k stars
Threat analysis
Skill info
pkg:github/K-Dense-AI/scientific-agent-skills@3956e54?skill=geopandasAssessments (1)
Data Exposure
Data Exposure via local-llm-review
references/geometric-operations.md
Aggregate only the reason category before '[' and retain detailed diagnostics in a protected local artifact: `reason_category = (geometry[invalid].is_valid_reason().str.split("[", n=1).str[0].value_coBadge
Add the Anomity scan badge for geopandas to your README.
How Anomity governs this at runtime
Scan-time vetting tells you what a skill says it will do. Anomity's Endpoint Sensor sees what agents actually do: it discovers skills alongside every other AI artifact on the endpoint, and runtime governance can allow, deny, or log the tool calls a skill triggers. Policy violations route to your SIEM, Slack, email, or Jira, backed by a queryable 90-day audit trail.
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Methodology and disputes
Every skill is assessed by the Anomity Skill Intelligence engine against its public source; findings indicate risk patterns, not confirmed exploitation. Maintainer of geopandas? Report an issue or request a rescan.
