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Security audit

06 Penalty Calculator

Security checks for vulnerabilities and agentic risk

Overview

This is a non-executable advisory Chinese-language compliance skill that recommends penalties and escalation steps, with no evidence of hidden execution, persistence, data access, or exfiltration.

Use this as decision-support only. Before relying on it, confirm the current platform rules, legal basis, missing referenced docs, and the user's authority to recommend refunds, takedowns, supplier pauses, blacklisting, or legal escalation.

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
  • MCP Tool PoisoningHidden Instructions, Unicode Deception, Parameter Description Injection
  • 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)

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
82% confidence
Finding

The skill name, description, role instructions, templates, and examples are entirely in Chinese, and there is no natural-language indication that users may choose another language or locale. Under the stated policy, forcing a specific language without user opt-in is a reportable locale/language policy issue.

Content

No source excerpt is available for this finding.

Description-Behavior Mismatch

Medium
Category
Not specified by scanner
Confidence
87% confidence
Finding

The manifest describes the skill as providing recommended penalty plans and supporting bases for confirmed violations. In Example 2, the documented skill output goes further by prescribing immediate enforcement actions such as forced takedowns, platform-advanced refunds, legal-team notification, and anti-fraud team coordination, which are broader operational response steps rather than just penalty recommendation.

Content

No source excerpt is available for this finding.

Description-Behavior Mismatch

Medium
Category
Not specified by scanner
Confidence
89% confidence
Finding

The manifest says the skill takes violation type/circumstances and outputs a suggested penalty scheme with basis. In Example 3, the documented output additionally instructs issuing formal breach notices, pausing business allocation, notifying 28 affected users, arranging advance compensation, involving legal, and tracking the case every 8 hours, which is a broader incident-handling and vendor-management workflow.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.