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Security audit

trump news

Security checks for vulnerabilities and agentic risk

Overview

This skill is a disclosed Trump news summarizer with no code execution, persistence, credential access, or hidden high-impact behavior.

Before installing, understand that this skill is designed to browse and summarize recent Trump-related news and will default to Chinese output. Users who want another language or a narrower source set may need to override those preferences explicitly.

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
  • System Prompt LeakageDirect Leakage, Indirect Extraction, Tool-Based Exfiltration
  • 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
Findings (5)

Direct Prompt Extraction

High
Category
System Prompt Leakage
Confidence
85% confidence
Finding

Skill contains instructions that could directly expose system prompts, internal rules, or hidden instructions to users or external parties.

Content

Scanner excerpt · SKILL.md (reported line 88)May include surrounding context.

信息截至 {datetime},来源包括:{source_list}

text

### Output Guidelines

- **Language**: All output in Chinese (中文), including headlines and analysis
- **Tone**: Objective and factual; present multiple perspectives when available

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
96% confidence
Finding

The trigger description is broad enough to activate on common-language requests such as general Trump-related queries, which increases the chance of unintended skill invocation. Over-broad routing can override user intent, cause unnecessary browsing or source aggregation, and lead the assistant to follow this skill’s rigid output behavior when a simpler or different response was wanted.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
97% confidence
Finding

The skill overview states it will produce a Chinese-language summary report regardless of the user’s requested language, which can override normal assistant behavior and user preference. Forced language output is risky because it can degrade usability, cause policy or safety messaging to be delivered in an unintended language, and create confusing or inaccessible responses.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
99% confidence
Finding

The explicit output guideline mandating that all output be in Chinese hard-codes response language without user opt-in. In skill systems, rigid formatting and language constraints can act as prompt-level control that conflicts with higher-level user expectations and may suppress clear safety communication if the user does not understand Chinese.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
82% confidence
Finding

The reference table explicitly labels the primary recommended sources as English-language (EN), and the suggested search queries are predominantly English with only one Chinese example. This creates a natural-language locale bias without documenting user choice or explaining that the skill is intended only for English-language news research.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.