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Security audit

龙虾量化研究公司

Security checks for vulnerabilities and agentic risk

Overview

This is a Chinese-language quant research team workflow skill with no executable code, persistence, credential use, or hidden data movement found.

Install this only if you want a Chinese-language quant research workflow. Confirm before using it for real trading, publishing, deployment, or regulated financial decisions, because the skill discusses those workflows but does not itself provide safety controls beyond role-based review steps.

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
Vulnerability Patterns
  • Trigger AbuseOverly Broad Trigger, Shadow Command Trigger, Keyword Baiting Trigger
  • 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
Findings (3)

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
89% confidence
Finding

The skill exposes multiple generic trigger phrases such as “公司架构”, “研究团队”, and “量化团队” in metadata/user-facing activation guidance. Broad, natural-language triggers increase the chance of accidental invocation during unrelated conversation, which can unexpectedly shift the assistant into this multi-agent workflow and potentially cause unintended task routing or disclosure of internal skill behavior.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
84% confidence
Finding

The skill is written entirely in Chinese and presents commands/workflows only in Chinese, without documenting language negotiation or fallback behavior. This can cause user-intent mismatches, inaccessible operation for non-Chinese users, or accidental misuse if the platform expects multilingual interaction, though it is not directly a code-execution or privilege-escalation issue.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
89% confidence
Finding

This JSON configuration defines the organization, agent names, and role descriptions entirely in Chinese, with no indication that language selection is optional or limited to a justified region-specific deployment. Under the policy, forcing a specific language or locale without user opt-in is a natural-language policy violation.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.