job-application-operator

Warn

Audited by Gen Agent Trust Hub on May 28, 2026

Risk Level: MEDIUMDATA_EXFILTRATIONCOMMAND_EXECUTIONPROMPT_INJECTION
Full Analysis
  • [DATA_EXFILTRATION]: Accesses sensitive personal information and document paths in the user's home directory.
  • The skill is designed to read from $HOME/.config/AgentDesk/private/job-applications/ to retrieve user identity, contact details, address, employment history, and paths to sensitive documents like resumes and transcripts.
  • This data is used to populate external web forms, creating a direct exposure path for personal and legal data.
  • [COMMAND_EXECUTION]: Executes browser automation tasks using external CLI tools and drivers.
  • Uses agent-browser CLI and Playwright MCP to interact with web pages, perform clicks, and fill inputs.
  • The skill can be instructed to perform an auto_submit_when_fully_answerable mode which performs autonomous actions on the web.
  • [PROMPT_INJECTION]: Vulnerable to indirect prompt injection from untrusted web content.
  • Ingestion points: The skill ingests data from job application forms and web labels from any URL provided to the agent (SKILL.md).
  • Boundary markers: There are no boundary markers or instructions to the agent to disregard instructions embedded in the external form labels or field descriptions.
  • Capability inventory: The agent has read access to sensitive local files (application-profile.yaml) and the ability to upload local files to the web via browser automation tools.
  • Sanitization: The skill lacks sanitization for labels or data extracted from external websites before the agent processes them as instructions for field classification.
Audit Metadata
Risk Level
MEDIUM
Analyzed
May 28, 2026, 06:50 PM
Security Audit — agent-trust-hub — job-application-operator