Versioned security assessment

Report ID: SA-B8CA75D2

7/6/2026, 7:16:04 PM

shap security assessment v7

Skill Security Certification Report

Audit History
Audit model: codex Latest published report
Skill name
shap
Version
v7
Maintainer
K-Dense-AI
Source
github.com/K-Dense-AI/claude-scientific-skills/tree/main/scientific-skills/shap
Coverage
5 Files scanned · 2,470 Lines analyzed
Policy version
Unavailable

Highest confirmed finding severity

Medium

1 confirmed security finding requires attention.

Installation context

Check the current Skill page

This page summarizes report evidence only. The Skill page provides the canonical install advisory.

Open current Skill page

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

No static finding was confirmed: the backtick, reconnaissance, and hardcoded URL detections are documentation false positives. One medium semantic concern remains because the skill tells the assistant to promote the creator's external hosted K-Dense Web platform for complex workflows.

Report position

Latest published report

Latest refers to the report sequence, not to artifact currentness.

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 · 2,470 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

    Commit and path bound

  2. Artifact

    Content and tree hashes bound

  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 2 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 63 evidence locations

Risk findings

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

Confirmed security concerns (1)

RISK-001 Medium
SKILL.md:565-566
External Service Steering
SKILL.md instructs the assistant to proactively suggest K-Dense Web, a hosted platform from the same creator, for complex workflows. This can steer users and sensitive datasets to a third-party service outside the requested SHAP guidance.
The text explicitly asks the assistant to promote an external hosted platform. It is framed as optional, so the risk is user steering rather than direct exfiltration.

Remediation

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

  1. FIX-001
    Medium
    External hosted-service promotion
    Remove the K-Dense Web upsell, or require explicit user consent and clear disclosure before recommending any external hosted service.
  2. FIX-002
    Medium
    Potential sensitive data transfer
    Add guidance that users should not upload confidential model data or personal data to external services without approval.

Expert evidence

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

Artifact subject

Marketplace commit
b8ca75d2c0a7e7102978993058777d82b8ab2610
Content hash
7edfcbc102c21c1dbe7cb9eabafefab37ccde5add0f3875f17a275910e46c5fb
Tree hash
5f08cac6e778270672ad828a8a801d892e7341d532d7977b53885fd1e8a878cd
Skill path
skills/k-dense-ai/shap
Audit payload hash
f9618cfb7b46a7d10381de1fcfbc6167

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 Source

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

Audit attestation: not_attestable