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Work Fast — agentic threat model

9.1AIVSS 9.1 · Critical

Work Fast presents a high-risk profile due to its integration as a browser extension with automation capabilities, which could allow session hijacking or data exfiltration if compromised, compounded by a complete lack of visible security controls or architectural transparency.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 8.2AARS uplift 0.89Factor sum 4.7/10Threat ×1.05Mitigation ×1.0
Autonomy of Action
0.60
Goal-Driven Planning
0.50
Self-Modification
0.10
Dynamic Tool Use
0.70
Persistent Memory
0.30
Contextual Awareness
0.80
Dynamic Identity
0.40
Multi-Agent Interactions
0.10
Non-Determinism
0.60
Opacity & Reflexivity
0.60

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.

L1 · Foundation Models⚠ not certain from listing

Not certain from the listing — mentions integrating ChatGPT, but specific model versions, fine-tuning, or alignment guardrails are not disclosed.

L2 · Data Operations⚠ not certain from listing

Not certain from the listing — likely processes active browser DOM data and user inputs on the fly, but vector stores or RAG pipelines are not specified.

L3 · Agent Frameworks⚠ not certain from listing

Not certain from the listing — uses agent capabilities to automate browser tasks, but the underlying orchestration framework and tool-calling safety are unknown.

L4 · Deployment & Infrastructure⚠ not certain from listing

Not certain from the listing — deployed as a browser extension (client-side execution), but backend API hosting, data transit security, and sandboxing are not detailed.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — no details on monitoring, logging of automated browser actions, or drift detection.

L6 · Security & Compliance (cross-cutting)⚠ not certain from listing

Not certain from the listing — closed source and freemium with no mentioned compliance certifications (e.g., SOC2), privacy policies, or credential handling standards.

L7 · Agent Ecosystem⚠ not certain from listing

Not certain from the listing — primarily acts as a single-user browser assistant; no multi-agent marketplace or A2A interactions are described.

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.