Jobautopilot Bundle

Security checks across malware telemetry and agentic risk

Overview

This is a disclosed Job Autopilot bundle that installs related skills and stores job-application details locally, with privacy-sensitive behavior users should understand before use.

Install only if you are comfortable storing your name, contact details, resume paths, and EEOC answers locally in a shell config file. Review the generated config, keep its owner-only permissions, avoid saving unnecessary credentials in the apply browser profile, and give submission commands only when you are ready for information to be entered on external job sites.

SkillSpector

By NVIDIA
Vulnerability Patterns
  • Rogue AgentSelf-Modification, Session Persistence
  • Trigger AbuseOverly Broad Trigger, Shadow Command Trigger, Keyword Baiting Trigger
  • MCP Least PrivilegeUnderdeclared Capability, Wildcard Permission, Missing Permission Declaration
  • MCP Tool PoisoningHidden Instructions, Unicode Deception, Parameter Description Injection
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
Findings (4)

Lp3

Medium
Category
MCP Least Privilege
Confidence
75% confidence
Finding
The skill advertises shell-based installation/setup behavior via referenced scripts, but the manifest does not declare permissions accordingly. This weakens user awareness and platform policy enforcement because a user may install a skill expecting a simple bundle while local script execution occurs during setup.

Tp4

High
Category
MCP Tool Poisoning
Confidence
93% confidence
Finding
The top-level description frames the skill as a convenience bundle installer, but the document states it also collects and stores substantial personal and sensitive EEOC-related data, initializes workspaces, and guides browser automation for applications. That mismatch is security-relevant because users may consent to installation without realizing the skill handles sensitive personal data and enables downstream automated submission behavior.

Vague Triggers

Medium
Confidence
79% confidence
Finding
The invocation examples use broad natural-language commands such as submitting applications for all resume-ready jobs without clear approval gates, scope limits, or exclusions. In an automation skill tied to browser-driven job submission, ambiguous triggers increase the risk of unintended high-consequence actions like mass applying, submitting inaccurate information, or acting on the wrong set of jobs.

Session Persistence

Medium
Category
Rogue Agent
Content
- **No outbound network calls from scripts**: `install.sh` and `setup.sh` operate locally only. The only network operations are `openclaw skills install` (downloading these skills) and browser navigation you explicitly request.
- **No password handling**: This skill does not read, store, or transmit any passwords. Login flows rely on your browser's own credential store.
- **Browser profiles**: Setup instructs you to manually create two isolated profiles (`search`, `apply`) using `openclaw browser profile create`. No browser profiles are created automatically by any script. You can inspect or delete them at any time.
- **Personal data**: Written only to `~/.openclaw/users/<you>/config.sh`. Setup automatically restricts this file to owner-only access (`chmod 600`). Read `setup.sh` in full before running to verify this.
- **Helper scripts**: All scripts in `scripts/` are plain shell, Python, and JavaScript with no obfuscation, no encoded payloads, no remote fetches at runtime.
- **EEOC fields**: Standard fields required by US job application forms (Equal Employment Opportunity Commission). Values are stored locally in your config and supplied only to forms you explicitly instruct the agent to fill. They are never logged or transmitted elsewhere.
Confidence
71% confidence
Finding
create two isolated profiles (`search`, `apply`) using `openclaw browser profile create`. No browser profiles are created automatically by any script. You can inspect or delete them at any time. - **P

VirusTotal

VirusTotal engine telemetry is currently stale for this artifact.

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