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Security audit

Zhangyiming Think Partner

Security checks for vulnerabilities and agentic risk

Overview

This is a markdown-only Chinese strategic-thinking advice skill with no code execution, persistence, credential use, or data access, though its activation language is somewhat broad.

Install this if you want a Chinese-language Zhang Yiming/ByteDance-style decision framework for strategy, startups, product, or management questions. Treat its quotes, 2026 market/policy notes, and investment-adjacent examples as advisory framing rather than verified facts or financial advice, and invoke it explicitly for best results.

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
  • Trigger AbuseOverly Broad Trigger, Shadow Command Trigger, Keyword Baiting Trigger
  • 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 "When to Use" section is ambiguous and insufficiently bounded, so the runtime may activate the skill for a wide set of generic advice-seeking prompts. This is dangerous in context because the skill is not a neutral general assistant; it applies a specific named thinker’s lens, which can override user intent and produce inappropriate guidance in unrelated situations.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
92% confidence
Finding

The activation example includes a very broad phrase such as "要不要做XXX?", which can match many ordinary user questions outside this skill’s intended domain. In an agent environment, this can cause unintended invocation and steer unrelated conversations into this persona/framework, leading to prompt hijacking of routing behavior and reduced reliability of other skills.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
95% confidence
Finding

Declaring the skill as "中文为主,英文关键术语保留" imposes a language preference without indicating user override or consent. In a multi-user or multilingual agent setting, this can degrade usability, cause misunderstanding, and create unintended behavior if the skill activates for users who did not request Chinese output.

Content

No source excerpt is available for this finding.