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Security audit

Quant Strategy

Security checks for vulnerabilities and agentic risk

Overview

This is a simple Chinese-language quant strategy helper with no hidden execution, persistence, or data-access behavior in the artifact.

Before relying on generated strategy or backtest code, review assumptions, data quality, transaction costs, and overfitting risk. Do not connect generated code to real brokerage accounts or trade with real funds without independent review and testing.

A.I.G

Vulnerability Patterns
  • Skill Instruction HijackingAlters the agent's session goals or safety constraints when the skill loads
  • Agent Memory PoisoningWrites attacker-controlled rules into memory that affect later sessions
  • Remote Payload Retrieval and ExecutionFetches external code whose behavior can change after review
  • Embedded Malicious CodeShips malicious scripts inside the skill and executes them locally
  • Unauthorized Access and Privilege EscalationObtains permissions beyond the task's legitimate needs

SkillSpector

Vulnerability Patterns
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Privilege EscalationExcessive Permissions, Sudo/Root Execution, Credential Access
  • Supply ChainUnpinned Dependencies, External Script Fetching, Obfuscated Code
  • Excessive AgencyUnrestricted Tool Access, Autonomous Decision Making, Scope Creep
Findings (1)

Natural-Language Policy Violations

Medium
Confidence
93% confidence
Finding
The manifest description and all user-facing instructions are written exclusively in Chinese, which implies the skill operates in a fixed language. Under the policy, locale or language constraints should either be optional for the user or explicitly justified as region-specific, neither of which is present here.

Static analysis

No suspicious patterns detected.