Arxiv Paper Reviews

AdvisoryAudited by Static analysis on May 10, 2026.

Overview

Detected: suspicious.install_untrusted_source

Findings (1)

Artifact-based informational review of SKILL.md, metadata, install specs, static scan signals, and capability signals. ClawScan does not execute the skill or run runtime probes.

What this means

If the agent runs the comment command, it can publish a paper comment under the supplied or configured author name.

Why it was flagged

The comment command posts supplied content and author name to the external public comments endpoint. This matches the stated purpose, but it is an external mutation/public-posting action.

Skill content
url = f"{config['apiBaseUrl']}/public/papers/{args.paper_key}/comments"
Recommendation

Require explicit approval for comment submissions and review the paper key, author name, and comment text before posting.

What this means

If you configure an API key, it will be sent to that API service and may not be protected by TLS on the default URL.

Why it was flagged

The skill supports an optional API key for the disclosed API service. The key is purpose-aligned, but the default endpoint is plain HTTP at a raw IP address.

Skill content
"apiBaseUrl": "http://150.158.152.82:8000", "apiKey": ""
Recommendation

Leave the API key blank unless needed, use a least-privilege key, and prefer a trusted HTTPS endpoint if available.

What this means

Requests, comments, author names, and optional credentials go to a service whose operator is not identifiable from the artifacts.

Why it was flagged

The service endpoint is a disclosed raw HTTP IP rather than a named, TLS-protected provider URL. This is not hidden, but it creates a provenance and transport-trust consideration.

Skill content
"apiBaseUrl": "http://150.158.152.82:8000"
Recommendation

Install only if you trust the API operator, and avoid sending sensitive information to the default endpoint.

What this means

Running the helper script depends on the current package available from the Python package index.

Why it was flagged

The optional helper script installs the requests package without a pinned version. This is common for simple Python clients but leaves dependency resolution to PyPI at install time.

Skill content
pip install -q requests
Recommendation

Use a virtual environment and pin or review dependencies if you need reproducible installs.

Findings (1)

warn

suspicious.install_untrusted_source

Location
config.json:2
Finding
Install source points to URL shortener or raw IP.