geopandas
No security findings. Scanned 1 time, most recently 2026-10-21.
Second scanner: NVIDIA SkillSpector
Independent static run, no language model, over the same files as the Cisco scan above. How the two scanners compare across the whole corpus: Two scanners, one corpus.
What this skill does
Guidance and local audit tools for Python workflows that directly use GeoPandas GeoSeries, GeoDataFrame, spatial operations, or vector-data I/O.
- Package
- 14 files, 148 KB
- SKILL.md
- 1809 words, 12+ sections
- Code
- Python (7)
- Allowed tools
ReadWriteBashGlobGrep- License
- MIT
- Compatibility
- Requires Python 3.12+ and uv for the tested stack. Bundled CLIs are local-only; runtime analysis requires the pinned GeoPandas stack below.
SKILL.md covers: GeoPandas · Reproducible environment · Workflow · Safety and privacy contract · Correctness gates · CRS and antimeridian rules · Core API decisions · Data structures · Geometry validity, precision, and union · Joins, overlay, clip, and dissolve · I/O, Arrow, and PostGIS · Migration checklist
Findings
No findings. SAFE
What is in the package
| File | Kind | Size |
|---|---|---|
SKILL.md | doc | 15 KB |
references/crs-management.md | doc | 9.1 KB |
references/data-io.md | doc | 14 KB |
references/data-structures.md | doc | 7.4 KB |
references/geometric-operations.md | doc | 9.8 KB |
references/spatial-analysis.md | doc | 9.8 KB |
references/visualization.md | doc | 9.6 KB |
scripts/_common.py | script | 22 KB |
scripts/crs_reprojection_plan.py | script | 7.9 KB |
scripts/export_plan.py | script | 11 KB |
scripts/geometry_validity_report.py | script | 7.3 KB |
scripts/sensitive_coordinates_checklist.py | script | 8.8 KB |
scripts/spatial_join_audit.py | script | 13 KB |
scripts/vector_inventory.py | script | 4.4 KB |
External hosts referenced
geopandas.org github.com pyproj4.github.io shapely.readthedocs.io arxiv.org geoparquet.org pyogrio.readthedocs.io doi.org export.arxiv.org pypi.org
Hostnames that appear in the skill's files. Referencing a host is not a finding; compare against the findings above and the skill's stated purpose.
Environment variables referenced
GEOPANDAS_POSTGIS_PASSWORD
Package contents recorded 2026-10-22 at commit 593377bb0487. The scan above ran against the version current at scan time; the two can differ if the skill has since been updated.
What we checked
- Static analyzer. Pattern rules over SKILL.md and bundled files: known-bad commands, exfiltration URLs, secrets, obfuscation.
- Bytecode analyzer.
- Pipeline analyzer.
- Correlation analyzer.
- Behavioral analyzer. Checks what the skill asks the agent to do against what its description claims it does.
- Trigger analyzer. Looks for instructions that fire on conditions the user did not ask for.
What we did not check
- Runtime behaviour. The skill was not executed; findings come from reading its files.
- Anything fetched at install or run time, including remote scripts, package dependencies, and URLs the skill tells the agent to open.
- Content the analyzers cannot read: images, binaries, and some non-English text.
- Known scanner bypass classes. See the methodology and limitations page.
Sources
- Repository: https://github.com/K-Dense-AI/scientific-agent-skills
- Raw scan result: skills-geopandas-scan.json
- Badge for your README:
- Request a re-scan