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Test Generator (FeedMob) — agentic threat model

7.7AIVSS 7.7 · High

The Test Generator agent poses a high-impact risk due to its direct access to write and potentially execute code (tests) within developer environments or CI/CD pipelines. A compromise could lead to malicious code injection disguised as test cases.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 7.5AARS uplift 1.02Factor sum 4.1/10Threat ×1.0Mitigation ×0.9
Autonomy of Action
0.60
Goal-Driven Planning
0.50
Self-Modification
0.10
Dynamic Tool Use
0.60
Persistent Memory
0.20
Contextual Awareness
0.70
Dynamic Identity
0.10
Multi-Agent Interactions
0.40
Non-Determinism
0.50
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 — assumes Claude/Anthropic models via Claude Code, which are susceptible to prompt injection via malicious code comments or PR descriptions designed to hijack the test generation logic.

L2 · Data Operations⚠ not certain from listing

Not certain from the listing — requires access to source code repositories and git diffs, raising risks of proprietary source code exposure or poisoning if malicious code is analyzed to generate tests.

L3 · Agent Frameworks⚠ not certain from listing

Not certain from the listing — likely integrates with Claude Code's agentic framework, risking unauthorized file writes or execution of generated code if sandboxing of the tool-calling mechanism is weak.

L4 · Deployment & Infrastructure⚠ not certain from listing

Not certain from the listing — likely runs locally on developer machines or within CI/CD pipelines, meaning compromise of the execution environment could lead to local code execution or credential theft.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — no explicit mention of guardrails, evals, or logging of generated test cases before they are written to disk, creating a blind spot for malicious test generation.

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

Not certain from the listing — relies on the host environment's git/repository permissions and Claude Code's security policies, with no native access controls mentioned.

L7 · Agent Ecosystem✓ mapped

As a plugin in the Claude Code marketplace, it operates within a multi-agent or plugin ecosystem, presenting risks of marketplace supply chain attacks or cross-plugin trust abuse.

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