LiftmyCV — agentic threat model
LiftmyCV presents a moderate-to-high risk profile due to its high autonomy (Autopilot mode) and dynamic identity capabilities, acting on behalf of users to submit PII across various third-party job boards via a Chrome extension.
OWASP AIVSS score rationale
| Autonomy of Action | 0.80 | |
| Goal-Driven Planning | 0.60 | |
| Self-Modification | 0.10 | |
| Dynamic Tool Use | 0.70 | |
| Persistent Memory | 0.50 | |
| Contextual Awareness | 0.60 | |
| Dynamic Identity | 0.80 | |
| Multi-Agent Interactions | 0.10 | |
| Non-Determinism | 0.60 | |
| Opacity & Reflexivity | 0.50 |
Scored with the canonical OWASP AIVSS formula (AIVSS calculator reference); agentic risk factors estimated from the agent’s described capabilities.
MAESTRO 7-layer threat model
Per-layer threats for this agent. Layers tagged “not certain from listing” are general, caveated commentary where the public description didn’t pin that layer.
Uses ChatGPT-powered technology for cover letter and resume generation. Vulnerable to prompt injection via malicious job descriptions, which could lead to the generation of inappropriate content or system instruction leakage.
Handles highly sensitive PII (resumes, contact details, work history). Risks include data exfiltration or unauthorized access to the application history and user profile database.
Not certain from the listing — The orchestration framework managing the transition between Autopilot and Copilot modes, and the form-filling logic, may be vulnerable to insecure tool execution if a malicious job portal injects payloads into the form fields.
Deployed as a Chrome extension and web application. Vulnerabilities in the extension could allow local credential theft, session hijacking of job board accounts, or cross-site scripting (XSS) within the browser context.
Not certain from the listing — While 'Smart Submission Limits' and 'Application History' exist, there is no evidence of robust guardrails to detect and block submission to fraudulent job postings or phishing sites.
Not certain from the listing — Automated job application agents face strict compliance scrutiny under GDPR/CCPA regarding automated decision-making and PII handling; the listing does not specify data retention or encryption standards.
Interacts directly with external ATS platforms (LinkedIn, Lever, Workable, etc.). Risks include account suspension or IP banning on these platforms due to automated bot-like behavior violating their Terms of Service.
MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).
These scores are auto-generated from public information (the agent's own listing, docs, and repository) using the canonical OWASP AIVSS formula and the MAESTRO framework — an estimate for guidance, not a penetration test, audit, or certification. See the scoring methodology. Are you the vendor? Factual corrections are free.