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Security audit

sustoiclab-leadership-principles

Security checks for vulnerabilities and agentic risk

Overview

This is a simple Chinese leadership self-reflection prompt with no code, external access, persistence, or privileged behavior.

Installers should expect this skill to respond in Chinese and to trigger on fairly general leadership or decision-making terms. It is suitable for reflective coaching, but users should not treat it as professional legal, financial, HR, or crisis advice.

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)

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
94% confidence
Finding

The description’s trigger words include generic phrases like “领导力”, “带团队”, and especially “果断”, which are common concepts in ordinary discussion and not specific enough to this skill. Because the activation scope is not constrained with exclusions or narrow context, these terms may overlap with many unrelated conversations and cause accidental triggering.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
91% confidence
Finding

The file presents the instructions as “中文使用说明” and all invocation guidance is framed only in Chinese, without offering a language choice or documenting why the skill must be Chinese-only. Under the policy, forcing a specific language without user opt-in is a natural-language locale violation.

Content

No source excerpt is available for this finding.

Vague Triggers

Low
Category
Not specified by scanner
Confidence
86% confidence
Finding

The markdown lists trigger phrases and says users can describe any difficult decision or team problem, but it does not explain when the skill should not be used or how it differs from general coaching. This creates ambiguity about invocation boundaries and makes the trigger scope broader than necessary.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.