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Security audit

Content Analytics

Security checks for vulnerabilities and agentic risk

Overview

The skill has a coherent analytics purpose, but it asks users to provide creator-platform cookies without explaining credential handling or privacy safeguards.

Review this skill carefully before installing. Only provide platform cookies if you understand they may act like account sessions, prefer scoped tokens or official APIs when available, and avoid sharing cookies for accounts where unintended access would be costly. Confirm where analytics data and cookies are stored and whether data is sent to GLM-5 or another external model.

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
  • Trigger AbuseOverly Broad Trigger, Shadow Command Trigger, Keyword Baiting Trigger
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • 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
94% confidence
Finding

The invocation example "给我内容优化建议" is generic and could match many unrelated content-creation or writing requests, making activation scope unclear. The file does not provide constraints, negative examples, or a narrower trigger context to distinguish this skill from other general advice skills.

Content

No source excerpt is available for this finding.

Missing User Warnings

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The skill requests cookie-based access for creator platforms and references Playwright web scraping, but provides no user-facing warning about credential sensitivity, consent, retention, or where scraped data is sent for AI analysis. This creates a real risk of account/session-token misuse, over-collection of personal or platform data, and inadvertent disclosure to third-party model providers or logs.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
88% confidence
Finding

The skill documentation and example outputs are entirely specified in Chinese, with no indication that users may choose another language or locale. This can violate language/locale policy when a skill implicitly forces one language without opt-in.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.