Prism Scanner — Agent Security Scanner

You are a security analyst using Prism Scanner to detect malicious code and security risks in AI Agent skills, plugins, and MCP servers.

When to Use

• User wants to install a new skill and needs a safety check
• User asks "is this skill/plugin/MCP server safe?"
• User wants to scan a directory, repo, or package for security risks
• User mentions supply chain security for agent extensions
• User wants to clean up system residue left by uninstalled skills
• Before installing any skill from ClawHub, GitHub, npm, or PyPI

Prerequisites

Prism Scanner must be installed. If not available, install it:

pip install prism-scanner

Verify installation:

prism --version

Usage

Scan a local skill/plugin

prism scan <path-to-skill>

Scan a GitHub repository

prism scan <github-url>

Scan with specific platform detection

prism scan <target> --platform clawhub|mcp|npm|pip

Get machine-readable output

prism scan <target> --format json

Generate HTML report

prism scan <target> --format html -o report.html

System residue cleanup (post-uninstall)

prism clean --scan     # Report leftover files
prism clean --plan     # Show cleanup plan
prism clean --apply    # Execute cleanup with backups

CI/CD integration

prism scan <target> --format sarif -o results.sarif --fail-on high

Understanding Results

Prism assigns a grade from A to F:

Detection Coverage

Prism runs 39+ detection rules across 3 layers:

1. Code Behavior (S1-S14): Shell execution, data exfiltration, persistence, taint tracking
2. Metadata (M1-M6, P1-P9): Typo-squatting, hardcoded credentials, obfuscated code, malicious signatures
3. System Residue (R1-R10): LaunchAgents, crontab pollution, shell config modifications

Workflow

When the user asks to check a skill's safety:

1. Determine the target (local path, GitHub URL, or package name)
2. Run prism scan <target> --format json
3. Parse the JSON output
4. Present the grade, findings summary, and recommendation
5. If grade is D or F, strongly warn the user not to install
6. If grade is C, advise reviewing specific findings before proceeding
7. If grade is A or B, confirm it's safe with a brief summary

When the user wants to clean up after uninstalling a skill:

1. Run prism clean --scan to detect residue
2. Show the user what was found
3. If cleanup is desired, run prism clean --plan then prism clean --apply