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Security audit

头条新闻

Security checks for vulnerabilities and agentic risk

Overview

This skill is a transparent Chinese-language AI news aggregation workflow with expected web research behavior and no code execution, persistence, credential access, or destructive actions.

Install if you want a Chinese-first AI news roundup assistant that performs multiple web searches and cites sources. Users who need another output language or a narrower regional focus should state that preference when invoking it.

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 (6)

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
88% confidence
Finding

The display name, description, and default prompt are all written in Chinese and describe producing a Chinese-style '今日头条' output, with no indication that the user can choose another language. This may violate language/locale policy if the skill imposes a specific language without explicit user choice or justification.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
91% confidence
Finding

The manifest's default prompt says to use "$ai-news-toutiao 生成今日 AI 头条榜单" but does not clearly define activation constraints, negative examples, or the exact trigger scope. In a manifest file, this can create ambiguity about when the skill should be invoked versus ordinary discussion about AI news.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
93% confidence
Finding

This markdown file contains natural-language instructions and content exclusively in Chinese, which can impose a language/locale constraint on users without opt-in. The policy allows locale constraints when clearly documented and justified, but no such justification or language choice appears here.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
95% confidence
Finding

The file states 输出语言:中文 as a default behavior. Under the policy rule, forcing a specific language without an explicit user choice or opt-in is a natural-language locale policy issue, and this document does not mention any option to switch languages.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
80% confidence
Finding

This file is largely written in Chinese, but many required search templates are fixed in English, such as the newsletter, funding, research, and policy queries. Because the skill does not state that the user should opt into English-language sourcing or that the task is intentionally bilingual, it may impose a language/locale bias without user choice.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
86% confidence
Finding

The document is primarily written in Chinese and presents the resource list in that locale without any stated user opt-in or language choice. The policy requires flagging language or locale constraints when they are imposed without an explicit option or justification.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.