visual-debugger
Fail
Audited by Gen Agent Trust Hub on Feb 16, 2026
Risk Level: HIGHCOMMAND_EXECUTIONDATA_EXFILTRATIONPROMPT_INJECTION
Full Analysis
- [Indirect Prompt Injection] (HIGH): The skill is highly vulnerable because it interacts with untrusted external content and possesses extensive write/execute capabilities.
- Ingestion points: Website content via
mcp__playwright__browser_snapshotand console logs viamcp__playwright__browser_console_messages(inSKILL.md); network request data viamcp__playwright__browser_network_requests(inreferences/playwright-patterns.md). - Boundary markers: Absent. There are no instructions or delimiters to prevent the agent from following instructions found within the processed external data.
- Capability inventory: High-privilege tools including
mcp__playwright__browser_type,mcp__playwright__browser_click, andmcp__playwright__browser_evaluate(inSKILL.md);mcp__playwright__browser_file_upload(inreferences/playwright-patterns.md). - Sanitization: Absent. The agent processes raw content from the browser context without validation.
- Risk: A malicious website could inject commands into the agent's context (e.g., via hidden DOM elements or log messages) to trigger unauthorized actions like credential exfiltration or fraudulent form submissions.
- [Data Exposure & Exfiltration] (HIGH): The skill explicitly demonstrates patterns for accessing sensitive session data.
- Evidence:
references/playwright-patterns.mdprovides an example of usingmcp__playwright__browser_evaluateto executelocalStorage.getItem('userToken'). - Risk: This provides a direct mechanism for the agent to access and potentially leak authentication tokens if compromised by an indirect injection attack.
- [Command Execution] (HIGH): Extensive use of arbitrary JavaScript execution.
- Evidence: Frequent use of
mcp__playwright__browser_evaluatein bothSKILL.mdandreferences/playwright-patterns.mdto run custom scripts. - Risk: This capability allows the agent to bypass standard tool constraints and perform any action permitted within the browser session, including data manipulation and cross-site requests.
Recommendations
- AI detected serious security threats
Audit Metadata