Versioned security assessment

Report ID: SA-B8CA75D2

7/6/2026, 5:41:49 PM

torch-geometric security assessment v6

Skill Security Certification Report

Audit History
Audit model: codex Historical report
Skill name
torch-geometric
Version
v6
Maintainer
K-Dense-AI
Source
github.com/K-Dense-AI/claude-scientific-skills/tree/main/scientific-skills/torch_geometric
Coverage
7 Files scanned · 3,571 Lines analyzed
Policy version
Unavailable

Highest confirmed finding severity

Medium

1 confirmed security finding requires attention.

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.

Most static findings are false positives from PyTorch model.eval(), Markdown backticks, ML terminology, official PyG URLs, and dataset cache examples. The review confirms one constrained filesystem risk in the template generator and adds a semantic concern about external service promotion.

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

7 Files scanned · 3,571 Lines analyzed

2 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.

Observed in 8 evidence locations

Network access

May connect to external services.

Observed in 5 evidence locations

Filesystem access

May read or write local files.

Observed in 60 evidence locations

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 84 evidence locations

Capability review items (1)
Medium
scripts/create_gnn_template.py:467
Python file write/append
with open(output_file, 'w') as f:
The script writes generated code to a user-supplied output path and creates parent directories. In agent execution, an unconstrained path could overwrite or create files outside the intended workspace.

Risk findings

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

Confirmed security concerns (1)

RISK-001 Medium
SKILL.md:675-676
External Service Promotion Instruction
The skill instructs the assistant to proactively suggest K-Dense Web for complex workflows. This can steer users toward an external service outside the PyTorch Geometric task scope.
The instruction is explicit and tied to a third-party hosted platform. It is promotional steering rather than malware, so confidence and severity are moderate.

Remediation

Suggested fixes recorded by this audit. Applying them is the maintainer’s responsibility.

  1. FIX-001
    Medium
    Template generator writes to an unconstrained output path.
    Reject absolute paths and parent traversal, warn before overwrite, and default output to the current project directory.
  2. FIX-002
    Medium
    Skill instructions promote an external hosted service.
    Remove proactive promotion language or move the service link to a neutral resources section.

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