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SuperClaude — agentic threat model

9.7AIVSS 9.7 · Critical

SuperClaude presents a high agentic risk profile due to its integration of 23 subagents and 10 MCP tools directly into the local development environment via Claude Code, creating a massive attack surface for arbitrary code execution and tool misuse.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 8.8AARS uplift 0.88Factor sum 6.7/10Threat ×1.1Mitigation ×1.0
Autonomy of Action
0.80
Goal-Driven Planning
0.80
Self-Modification
0.50
Dynamic Tool Use
0.90
Persistent Memory
0.40
Contextual Awareness
0.70
Dynamic Identity
0.20
Multi-Agent Interactions
0.90
Non-Determinism
0.70
Opacity & Reflexivity
0.80

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✓ mapped

Runs on top of Claude Code's foundation models. The primary threat is prompt injection or adversarial reprogramming of the large custom instruction set, which could hijack the 7 behavioral modes.

L2 · Data Operations⚠ not certain from listing

Not certain from the listing — the plugin operates on local codebases, but there is no explicit mention of a dedicated vector database, RAG pipeline, or data lineage controls.

L3 · Agent Frameworks✓ mapped

Extremely high risk at the framework layer. Orchestrating 23 subagents, 29 slash commands, and 10 MCP tools creates a massive surface area for tool misuse, insecure tool integration, and unexpected agent-to-agent instruction loops.

L4 · Deployment & Infrastructure✓ mapped

Deploys locally within the user's terminal/development environment as a Claude Code plugin. The auto-configured AIRIS MCP Gateway introduces local network/process exposure, risking local host compromise if malicious commands are executed.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — there is no mention of built-in guardrails, evaluation frameworks, or logging/monitoring systems to detect drift or malicious subagent behavior.

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

Not certain from the listing — as an open-source plugin, it lacks explicit enterprise compliance, identity management, or authorization policies beyond Claude Code's native boundaries.

L7 · Agent Ecosystem✓ mapped

High risk of multi-agent trust abuse and cascading failures due to the interaction of 23 specialized subagents and external MCP servers without a defined isolation protocol.

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