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-browserCLI 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_answerablemode 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