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dashboard-creator — agentic threat model

6.9AIVSS 6.9 · Medium

The dashboard-creator agent poses a low-to-moderate security risk primarily centered around the generation of self-contained HTML files, which could be exploited for Cross-Site Scripting (XSS) or phishing if malicious inputs are rendered without sanitization.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 6.1AARS uplift 0.78Factor sum 2.0/10Threat ×1.0Mitigation ×1.0
Autonomy of Action
0.20
Goal-Driven Planning
0.30
Self-Modification
0.00
Dynamic Tool Use
0.20
Persistent Memory
0.10
Contextual Awareness
0.30
Dynamic Identity
0.00
Multi-Agent Interactions
0.10
Non-Determinism
0.50
Opacity & Reflexivity
0.30

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 underlying LLM is not specified. It is vulnerable to prompt injection that could force the model to output malicious JavaScript or phishing elements within the generated HTML dashboards.

L2 · Data Operations⚠ not certain from listing

Not certain from the listing — The source of the KPI and metric data is not defined. If it ingests untrusted external data to populate charts, it is vulnerable to data poisoning or injection attacks that execute in the user's browser.

L3 · Agent Frameworks✓ mapped

The agent framework orchestrates the generation of self-contained HTML files. The primary threat is insecure tool integration or lack of output sanitization, allowing the generation of arbitrary, executable web content.

L4 · Deployment & Infrastructure⚠ not certain from listing

Not certain from the listing — The hosting environment for this plugin is unspecified. If the generated HTML files are written directly to a shared or public web directory without sandboxing, it could lead to local file inclusion or unauthorized file writes.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — There is no mention of logging, guardrails, or evaluation mechanisms to inspect the generated HTML code for malicious payloads before it is saved or served.

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

Not certain from the listing — No authentication, authorization, or compliance controls are described. There are no apparent restrictions on who can trigger dashboard generation or what data can be visualized.

L7 · Agent Ecosystem✓ mapped

As a 'Community Agent Skill' and 'visual-documentation plugin', this agent is designed to be integrated into larger agentic workflows. A compromised upstream agent could feed it malicious instructions to generate backdoored administrative dashboards.

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