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Zapier workflows/doctor — agentic threat model

8.7AIVSS 8.7 · High

This agent possesses high risk due to its ability to read and modify Zapier workflow states, meaning a compromise or prompt injection could lead to unauthorized modification of critical business integrations and data exfiltration.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 8.5AARS uplift 0.68Factor sum 4.3/10Threat ×1.05Mitigation ×0.95
Autonomy of Action
0.80
Goal-Driven Planning
0.60
Self-Modification
0.10
Dynamic Tool Use
0.80
Persistent Memory
0.20
Contextual Awareness
0.50
Dynamic Identity
0.20
Multi-Agent Interactions
0.10
Non-Determinism
0.60
Opacity & Reflexivity
0.40

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 — likely relies on external LLMs. A key threat is prompt injection via malicious error logs or workflow names, which could trick the model into executing unauthorized workflow modifications.

L2 · Data Operations⚠ not certain from listing

Not certain from the listing — reads workflow state and configuration data. If these states contain hardcoded secrets, PII, or sensitive business logic, there is a risk of data exfiltration or exposure during the diagnosis process.

L3 · Agent Frameworks✓ mapped

The agent uses tools to read and modify Zapier workflows. A primary threat is tool misuse, where a logic error or adversarial input causes the agent to corrupt, disable, or maliciously alter active integrations.

L4 · Deployment & Infrastructure⚠ not certain from listing

Not certain from the listing — presumably runs within Zapier's execution environment. Threats include insecure storage of the API keys or OAuth tokens required to modify the user's Zapier account.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — no built-in guardrails or evaluation mechanisms are described. Without strict audit logging of the exact modifications made by the agent, malicious or erroneous changes may go unnoticed.

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

Not certain from the listing — relies on Zapier's platform-level authorization. If the agent lacks fine-grained access controls, it may violate least-privilege principles by having write access to all Zaps instead of only the one being debugged.

L7 · Agent Ecosystem✓ mapped

As an agent skill within the Zapier ecosystem, it interacts with various third-party APIs connected to the Zaps. A compromised workflow modified by this agent could trigger cascading security failures across the user's entire connected SaaS ecosystem.

MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).