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Security audit

知识体系建构指南

Security checks for vulnerabilities and agentic risk

Overview

This is a Chinese-language knowledge-organization guide with disclosed local note-writing suggestions and no executable code, network access, credential use, or hidden behavior.

Install only if you want a Chinese-language workflow for organizing learning materials. Before allowing it to write into a wiki or AGENTS.md, review the proposed changes and keep human verification in place because AI-generated notes can contain mistakes.

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)

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
96% confidence
Finding

The skill’s natural-language instructions and examples are entirely in Chinese, and no opt-in or language-selection mechanism is provided. Under the language/locale policy, forcing a single language without user choice can be a policy violation unless the locale restriction is explicitly documented and justified.

Content

No source excerpt is available for this finding.

Missing User Warnings

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The skill explicitly promotes writing synthesized outputs back into a wiki/knowledge base, but it does not require an explicit warning or consent step before modifying user data. In an agent setting, this can lead to unintended persistent changes, propagation of hallucinated content, and silent corruption of notes or documentation.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
91% confidence
Finding

The trigger phrases are broad enough to match common learning and organization requests, which can cause the skill to activate outside the user’s intended scope. That increases the chance of unsolicited steering into this workflow, including downstream actions like knowledge-base organization or suggested write-back behavior.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.