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brand-guidelines — agentic threat model

4.0AIVSS 4.0 · Medium

This agent is a low-risk, specialized styling skill focused on applying brand assets and typography to documents. Its limited scope and lack of direct external tool execution or persistent state minimize its overall agentic risk posture.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 3.1AARS uplift 0.87Factor sum 1.4/10Threat ×0.9Mitigation ×1.0
Autonomy of Action
0.10
Goal-Driven Planning
0.10
Self-Modification
0.00
Dynamic Tool Use
0.20
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 — relies on an underlying foundation model (presumably Anthropic Claude) to interpret styling requests and apply typography logic. Vulnerable to prompt injection that could bypass brand guidelines to output malicious HTML/CSS payloads.

L2 · Data Operations✓ mapped

The agent uses static brand assets (hex codes, font names) and does not appear to maintain a dynamic vector database or ingest external RAG data, limiting data poisoning vectors.

L3 · Agent Frameworks✓ mapped

Orchestrates styling logic over documents, slides, and HTML. Risks include insecure tool integration if the post-processing engine parses untrusted user documents or executes arbitrary styling scripts.

L4 · Deployment & Infrastructure⚠ not certain from listing

Not certain from the listing — the deployment infrastructure hosting this skill is unspecified. If run in an unsandboxed environment, the document post-processing logic could be targeted for local file access or remote code execution.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — there is no mention of built-in evaluation, logging, or guardrails to verify that the generated HTML/styling outputs do not contain malicious injections or cross-site scripting (XSS) vectors.

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

Not certain from the listing — compliance controls, access policies, and audit logging are not detailed. The open-source nature suggests security responsibility is deferred to the deploying party.

L7 · Agent Ecosystem✓ mapped

Designed as a 'skill' which implies it is called by other agents or frameworks within an ecosystem. Vulnerable to downstream exploitation if a compromised orchestrator agent feeds it malicious inputs to style.

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