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CLI for Agents (Cursor plugin) — agentic threat model

6.0AIVSS 6.0 · Medium

This agent acts as a static guidance and rule-set plugin for Cursor, presenting low direct agentic risk, but it carries indirect risk by shaping the security posture (idempotency, dry-runs, and error handling) of CLIs generated for other agents to execute.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 5.5AARS uplift 0.54Factor sum 1.2/10Threat ×1.0Mitigation ×1.0
Autonomy of Action
0.10
Goal-Driven Planning
0.10
Self-Modification
0.00
Dynamic Tool Use
0.00
Persistent Memory
0.00
Contextual Awareness
0.30
Dynamic Identity
0.00
Multi-Agent Interactions
0.20
Non-Determinism
0.30
Opacity & Reflexivity
0.20

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 — The plugin relies on the host Cursor LLM (e.g., GPT-4 or Claude). It does not ship its own foundation model, but it is susceptible to prompt injection or model misalignment that could bypass the CLI design rules.

L2 · Data Operations⚠ not certain from listing

Not certain from the listing — The plugin operates on local workspace files and rules within Cursor. There is no dedicated vector database or external RAG pipeline mentioned beyond the local codebase context.

L3 · Agent Frameworks✓ mapped

The plugin provides rules and prompts to guide code generation. The primary framework risk is indirect: if the rules are bypassed or manipulated, the agent may generate insecure, non-idempotent, or destructive CLI tools that other agents will execute.

L4 · Deployment & Infrastructure⚠ not certain from listing

Not certain from the listing — The plugin runs locally within the user's Cursor IDE environment. It inherits the host system's security posture, local file permissions, and lack of sandboxing for executed CLI commands.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — There are no built-in observability, logging, or guardrail mechanisms mentioned for verifying whether the generated CLIs actually adhere to the safety and dry-run guidelines.

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

Not certain from the listing — No explicit authentication, authorization, or compliance auditing mechanisms are described for this open-source ruleset.

L7 · Agent Ecosystem✓ mapped

The plugin specifically targets the ecosystem of 'coding agents' that run CLIs. A failure in this plugin's guidance can lead to cascading failures when downstream execution agents run poorly designed, non-idempotent CLI tools.

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