ClickUp — agentic threat model
ClickUp's 'Super Agents' present a high-risk profile due to their broad access to enterprise workspace data and the ambition to replace software, which implies extensive tool integration and multi-agent orchestration. The lack of explicit security details in the listing necessitates a cautious, high-severity assessment of potential compromise impacts.
OWASP AIVSS score rationale
| Autonomy of Action | 0.70 | |
| Goal-Driven Planning | 0.80 | |
| Self-Modification | 0.20 | |
| Dynamic Tool Use | 0.80 | |
| Persistent Memory | 0.70 | |
| Contextual Awareness | 0.80 | |
| Dynamic Identity | 0.50 | |
| Multi-Agent Interactions | 0.80 | |
| Non-Determinism | 0.60 | |
| Opacity & Reflexivity | 0.70 |
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.
Not certain from the listing — ClickUp likely relies on third-party LLMs or proprietary fine-tuned models. Threats include prompt injection, model reprogramming, and misaligned outputs affecting task generation.
Not certain from the listing — The agent likely accesses workspace data, tasks, and documents. Threats include data exfiltration via prompt injection, knowledge-base poisoning of RAG systems, and unauthorized access to sensitive workspace information.
Not certain from the listing — Orchestration likely involves multi-step planning and tool execution across ClickUp features. Threats include insecure tool integration, unauthorized task modification, and memory poisoning.
Not certain from the listing — Hosted on ClickUp's cloud infrastructure. Threats include container escape, privilege escalation within the workspace tenant, and insecure API endpoints.
Not certain from the listing — Monitoring and guardrails are not detailed. Gaps could lead to undetected prompt injections, execution of unintended actions, or lack of audit trails for agent-driven changes.
Not certain from the listing — While ClickUp as a platform maintains standard compliance certifications, the specific security controls, authorization boundaries, and policy enforcement for these 'Super Agents' are not detailed.
Not certain from the listing — The mention of 'Super Agents' suggests a multi-agent ecosystem or marketplace. Threats include cascading failures, agent-to-agent trust abuse, and malicious third-party agent integrations.
MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).