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Security audit

Cqi Special Process

Security checks for vulnerabilities and agentic risk

Overview

The skill is mostly a coherent Chinese CQI audit assistant, but it tells the agent to run a relative Python report script that is not included in the artifact.

Review before installing. The CQI workflow itself is disclosed and reasonable, but do not let the agent run `scripts/build_report.py` unless you know exactly which file it will execute and have reviewed it. Also confirm that Chinese report language and filenames match your audit process.

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
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • 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)

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.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
90% confidence
Finding

The skill description hardcodes Chinese-language interaction/output without offering a user language choice. This is not code-execution dangerous, but it can cause user misunderstanding, incorrect data entry, or audit/reporting errors when non-Chinese-speaking users rely on the generated assessment in a regulated quality context.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
88% confidence
Finding

The skill mandates fixed Chinese output artifacts and filenames without user opt-in, which can create operational and compliance issues in multilingual environments. In an audit-document workflow, forced locale-specific filenames and report language can lead to mishandling, failed integrations, or reviewers acting on misunderstood content.

Content

No source excerpt is available for this finding.