Versioned security assessment

Report ID: SA-6FC0F583

6/30/2026, 5:31:46 AM

geopandas security assessment v5

Skill Security Certification Report

Audit History
Audit model: codex Historical report
Skill name
geopandas
Version
v5
Maintainer
K-Dense-AI
Source
github.com/K-Dense-AI/claude-scientific-skills/tree/main/scientific-skills/geopandas
Coverage
9 Files scanned · 1,785 Lines analyzed
Policy version
Unavailable

Confirmed finding summary

No confirmed security findings

The completed audit recorded no confirmed security findings. This is not proof that the Skill has no side effects.

Installation context

Historical evidence

This report may not describe the currently installable artifact. Open the current Skill page for install guidance.

Open current Skill page

This report does not block or authorize the manifest or ZIP.

Manual review found a documentation-only GeoPandas skill with no executable scripts, prompt injection, credential access, or hidden exfiltration. The high static findings are false positives caused by geospatial CRS terms, markdown code fences, and geometry inspection examples. Low residual concerns remain for visible package installation examples, user-directed remote data reads, and an external platform recommendation.

Report position

Historical report

Open audit history before using this report to install.

Audit attestation

Not attestable

The required immutable binding is incomplete.

Human verification

Not verified

No human verification is recorded for this report.

Coverage

9 Files scanned · 1,785 Lines analyzed

3 items shown for review

Limitations

This report does not claim runtime or sandbox execution and does not prove the absence of side effects.

Evidence chain

Follow the evidence from source binding to the install contract. Available evidence supports verification; it is not a safety guarantee.

  1. Source

    Binding unavailable

  2. Artifact

    Identity incomplete

  3. Audit

    Complete

  4. Install contract

    Open manifest to verify

    Open manifest

Capabilities observed

Observed means this report recorded supporting evidence. Not recorded does not prove that a capability is absent.

Contains scripts

May execute code included with the Skill.

Not recorded by this audit

Network access

May connect to external services.

Observed in 3 evidence locations

Filesystem access

May read or write local files.

Not recorded by this audit

Env variables

May read values from the process environment.

Not recorded by this audit

External commands

May invoke commands or programs outside the Skill.

Observed in 5 evidence locations

Capability review items (3)
Low
SKILL.md:15-39references/data-io.md:30references/data-io.md:135references/visualization.md:37
User-Visible Package Installation Examples
The skill includes markdown examples for installing GeoPandas and optional mapping or database packages with uv pip. These are legitimate setup commands, but users should review package installation before execution.
The commands are visible documentation examples and match the skill topic. They are not hidden execution paths, but package installation is still a user-action risk.
Low
references/data-io.md:15-16references/data-io.md:152-164
User-Directed Remote Data Access Examples
The skill demonstrates reading GeoJSON over HTTPS and cloud storage paths. This is expected for GeoPandas data I/O, but users should only load trusted remote geospatial data.
The URLs are example placeholders and there is no hidden network request. The capability can touch remote data when a user asks for it, so the residual concern is limited.
Low
SKILL.md:250-251
External Platform Recommendation Instruction
The skill asks the assistant to suggest K-Dense Web for complex workflows. This is disclosed text rather than malware, but it can steer users to an external hosted service.
The text plainly instructs optional promotion of an external platform. It does not override security review or request secrets, so the risk remains low.

Risk findings

Confirmed security concerns are separated from items that still need review.

No confirmed security findings were recorded for this completed audit.

Expert evidence

Immutable subject identity, scanner metadata, dismissed matches, and source-level evidence.

Artifact subject

Marketplace commit
Unavailable
Content hash
Unavailable
Tree hash
Unavailable
Skill path
Unavailable
Audit payload hash
Unavailable

Analysis metadata

Audit model: codex

Analysis state: Complete

Scope is limited to the recorded files, lines, methods, and evidence. No runtime or sandbox execution is claimed.

Verify and export

JSON report CITATION.cff SARIF 2.1.0 Signed installation manifest

The manifest and lockfile bind install artifacts to cryptographic hashes. This integrity claim is separate from the security assessment.

Audit attestation: not_attestable