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Security audit

Auto Parts Quality Analysis

Security checks for vulnerabilities and agentic risk

Overview

This is a markdown-only automotive quality analysis skill with domain templates and reference material, and I found no hidden execution, persistence, credential handling, or destructive behavior.

This skill is reasonable to install for automotive quality work. Treat its analysis as engineering support, especially for safety or regulatory issues, and ask for reports in your preferred language if the Chinese template is not desired.

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
  • 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 (3)

Anti-Refusal Statement

High
Category
Anti-Refusal
Confidence
80% confidence
Finding

Skill instructs the agent to omit warnings, disclaimers, or ethical commentary. Stripping safety caveats hides risk from the user and is a common jailbreak preamble.

Content

Scanner excerpt · references/qc-tools.md (reported line 57)May include surrounding context.

md
| Rating | Effect | Example |
|--------|--------|---------|
| 10 | Safety/regulatory without warning | Seizure causing stall |
| 9 | Safety/regulatory with warning | Engine warning light |
| 8 | Very high | Vehicle inoperable |
| 7 | High | Performance severely affected |

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The report structure section presents the output template entirely in Chinese, which can implicitly force a specific language for responses. The file does not state that Chinese is optional, user-selected, or required for a justified regional context, so this appears to violate the language/locale policy guidance.

Content

No source excerpt is available for this finding.

Ae4

Medium
Category
analysis-evasion
Confidence
80% confidence
Finding

Suspicious Unicode normalization or mixed-script content

Content

No source excerpt is available for this finding.