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Security audit

聊天助手

Security checks for vulnerabilities and agentic risk

Overview

This skill is a Markdown-only Chinese relationship-chat advisor that relies on user-provided chat history and does not install code, access files, use the network, or persist outside the conversation.

Before installing or using this skill, avoid pasting raw private conversations unless needed. Redact names, phone numbers, account IDs, addresses, secrets, and intimate or third-party details where possible, and prefer summaries when exact logs are unnecessary.

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 (5)

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
92% confidence
Finding

The activation description is broad enough to match ordinary requests about chatting, relationship context, or reply advice without clear boundaries. This can cause unintended activation and collection of sensitive interpersonal data, especially since the skill is designed to ingest chat logs and maintain per-person profiles.

Content

No source excerpt is available for this finding.

Missing User Warnings

Medium
Category
Not specified by scanner
Confidence
94% confidence
Finding

The skill description invites handling of intimate relationship background and chat history but does not warn users that these materials may contain sensitive personal or third-party data. That omission increases the risk that users will paste private conversations without understanding the privacy implications or minimizing exposed information.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
90% confidence
Finding

The trigger examples like '帮我回' or '怎么回' are highly ambiguous and may overlap with many unrelated conversational tasks. In this skill, ambiguous triggers are more dangerous because they can lead to automatic context loading, profile creation, or sensitive chat-log processing for the wrong person or in the wrong context.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
97% confidence
Finding

The instruction '所有输出始终使用中文' forces a specific language for all interactions. Under the policy, language restrictions should either be optional for the user or clearly justified as a region-specific requirement; neither is present here.

Content

No source excerpt is available for this finding.

Missing User Warnings

Medium
Category
Not specified by scanner
Confidence
96% confidence
Finding

The onboarding explicitly asks the user to paste recent chat logs, but provides no caution about redacting private information, obtaining consent where appropriate, or avoiding disclosure of third-party sensitive data. Because this is the first-run flow, it directly encourages oversharing at the highest-risk moment before any safeguards are presented.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.