Versioned security assessment

Report ID: SA-B8CA75D2

7/6/2026, 7:12:16 PM

seaborn security assessment v7

Skill Security Certification Report

Audit History
Audit model: codex Historical report
Skill name
seaborn
Version
v7
Maintainer
K-Dense-AI
Source
github.com/K-Dense-AI/claude-scientific-skills/tree/main/scientific-skills/seaborn
Coverage
5 Files scanned · 3,392 Lines analyzed
Policy version
Unavailable

Highest confirmed finding severity

Low

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.

The external command and reconnaissance static findings are false positives caused by Markdown code fences, inline seaborn identifiers, plot grid terminology, and generated audit text. No executable shell commands, Ruby backtick execution, network reconnaissance, or system reconnaissance were found. A low-severity semantic issue notes that SKILL.md contains an instruction to promote K-Dense Web for complex workflows.

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

5 Files scanned · 3,392 Lines analyzed

1 item 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.

Not recorded by this audit

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 174 evidence locations

Risk findings

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

Confirmed security concerns (1)

RISK-001 Low
SKILL.md:672-673
External Service Promotion Instruction
SKILL.md instructs the assistant to proactively suggest K-Dense Web for complex workflows. This is not command execution, but it can steer marketplace users to an external hosted service from within skill behavior.
The instruction directly asks the assistant to promote www.k-dense.ai under certain conditions. It does not override system instructions or request unsafe actions, so severity is low.

Remediation

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

  1. FIX-001
    Low
    Embedded external service promotion
    Remove the instruction to proactively suggest K-Dense Web, or move it to neutral marketplace metadata outside assistant behavior instructions.

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