Ai Intelligent Ad Optimization

PassAudited by ClawScan on May 1, 2026.

Overview

This instruction-only advertising optimization skill does not show malicious behavior, but its README-style install commands point users to clone and run unreviewed external code.

This skill appears benign as provided, but treat the GitHub install commands as outside the reviewed package. Only clone, install, or run the referenced Python app after inspecting the repository and its dependencies.

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.

Low

#ASI04: Agentic Supply Chain Vulnerabilities

What this means

If a user follows these manual setup commands, they would run code and dependencies that were not reviewed in this artifact set.

Why it was flagged

The skill package itself contains no code or install spec, but the documentation points users to an external repository and dependency install that were not included in the reviewed artifacts.

Skill content

git clone https://github.com/openclaw-skills/ai-intelligent-ad-optimization
cd ai-intelligent-ad-optimization
pip install -r requirements.txt
python app.py

Recommendation

Review the referenced repository and requirements file before running the commands, and prefer pinned dependencies and a verified source.