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Security audit

Zhangxiaolong Product Way

Security checks for vulnerabilities and agentic risk

Overview

This is a markdown-only product strategy advisor with disclosed scope and no commands, credential access, persistence, or hidden execution behavior.

Reasonable to install if you want product-management tradeoff advice in Chinese. Treat its 2026 trend claims and quoted product philosophy as advisory context, not authoritative research, legal/compliance guidance, or investment advice; avoid sharing raw customer data or confidential metrics unless minimized or anonymized.

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 (2)

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
96% confidence
Finding

The 'When to Use' section lists common conversational questions such as '这个功能要不要加?' and '产品方向太杂了怎么砍?', which are broad phrases that could easily appear in ordinary discussion. The file does not pair these examples with explicit trigger boundaries, required context, or negative examples to distinguish when the skill should versus should not activate.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
91% confidence
Finding

The file states 'Language: 中文为主,英文关键术语保留', which sets a default language behavior but does not indicate that the user can choose another language. Under the policy, forcing a specific language without opt-in can be a natural-language policy issue unless the locale restriction is justified or optional.

Content

No source excerpt is available for this finding.