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Security audit

Hot Content Creator

Security checks for vulnerabilities and agentic risk

Overview

This is a coherent trend-content creation skill, with the main caution that it uses external APIs and user-configured credentials.

Install only if you are comfortable configuring API keys for external trend/search and image-generation services. Use scoped keys where possible, avoid entering private prompts or sensitive reference images, and treat generated social content as something to review before publishing.

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
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Trigger AbuseOverly Broad Trigger, Shadow Command Trigger, Keyword Baiting Trigger
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • 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
91% confidence
Finding

The trigger phrases are broad, generic terms such as content-creation and trend-chasing language that could plausibly appear in ordinary conversation. This creates a real risk of unintended activation, causing the agent to begin multi-step external-data and image-generation workflows without the user clearly intending to invoke this specific skill.

Content

No source excerpt is available for this finding.

Missing User Warnings

Medium
Category
Not specified by scanner
Confidence
93% confidence
Finding

The skill explicitly relies on user-configured API keys and multiple external platform/API calls, but it does not warn users that prompts, search queries, topic selections, and possibly generated content metadata may be transmitted to third-party services. In this context, automatic retrieval from several platforms and later image-generation steps increase the chance of unintentional data exposure or misuse of credentials if users do not understand the data flow.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
78% confidence
Finding

All user-facing instructions, prompts, and fixed output examples are in Chinese, and the skill does not indicate that users may choose another language or locale. Under the policy, forcing a specific language without opt-in is a natural-language policy concern unless the constraint is explicitly documented and justified.

Content

No source excerpt is available for this finding.