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circle-skills — agentic threat model

8.8AIVSS 8.8 · High

This agent integrates financial capabilities (USDC payments, cross-chain transfers, and smart contracts) directly into Claude Code via an MCP server, presenting a high-risk profile due to the potential for unauthorized financial transactions if compromised.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 8.5AARS uplift 0.76Factor sum 4.8/10Threat ×1.05Mitigation ×0.95
Autonomy of Action
0.60
Goal-Driven Planning
0.50
Self-Modification
0.10
Dynamic Tool Use
0.80
Persistent Memory
0.30
Contextual Awareness
0.70
Dynamic Identity
0.40
Multi-Agent Interactions
0.30
Non-Determinism
0.60
Opacity & Reflexivity
0.50

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 Claude Code's underlying LLM (Anthropic Claude). Threats include prompt injection that could trick the model into generating malicious smart contracts or executing unauthorized payment instructions.

L2 · Data Operations✓ mapped

The agent utilizes Circle's MCP server for real-time SDK and documentation guidance. Risks include documentation poisoning or manipulation of the reference material, leading developers to implement insecure stablecoin patterns.

L3 · Agent Frameworks✓ mapped

The agent exposes tools for USDC payments, cross-chain transfers, and smart contract deployment. Insecure tool integration or tool misuse could allow an attacker to bypass transaction limits or redirect funds.

L4 · Deployment & Infrastructure⚠ not certain from listing

Not certain from the listing — operates as a plugin/MCP server within the user's local Claude Code environment. Risks depend heavily on the local execution sandbox and how API keys for Circle's payment APIs are stored and accessed.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — there is no mention of built-in transaction monitoring, guardrails, or logging of financial actions executed through the MCP server.

L6 · Security & Compliance (cross-cutting)✓ mapped

Requires robust authentication and authorization mechanisms (such as API keys or OAuth) to interact with Circle's APIs. Lack of strict user-confirmation prompts (Human-in-the-Loop) for financial transfers represents a major compliance and security gap.

L7 · Agent Ecosystem✓ mapped

Integrates as an MCP server within the Claude Code ecosystem. If another compromised agent or plugin interacts with Claude Code, it could abuse the Circle plugin to execute unauthorized cross-chain transfers.

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