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Security audit

Random Driven

Security checks for vulnerabilities and agentic risk

Overview

This is a text-only creative brainstorming skill with no code execution, network access, credential handling, or persistence.

Install this if you want a Chinese-language creative brainstorming method based on random association and forced combinations. Users who prefer another language may need to ask the agent to adapt the outputs, and should be aware that broad trigger terms may activate it during general ideation tasks.

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 (7)

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
91% confidence
Finding

The trigger phrases are broad, generic, and loosely scoped, which can cause the skill to activate in contexts far beyond the author's intent. In an agent environment, this increases the risk of prompt/skill hijacking, unintended invocation, and inappropriate application of the skill's random-association workflow to unrelated or sensitive tasks.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
88% confidence
Finding

This markdown file presents all instructions, examples, and outputs exclusively in Chinese, which can amount to a language policy violation if the organization requires user choice or opt-in for locale/language constraints. The file does not indicate that the skill is China-specific, nor does it offer alternative language support or an opt-in mechanism.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
82% confidence
Finding

This markdown exemplar is entirely written in Chinese and provides no indication that users may choose another language or locale. Under the policy rule, forcing a specific language without user opt-in can be a natural-language policy violation unless the locale restriction is explicitly justified.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
92% confidence
Finding

The entire skill file is written as a Chinese-only instruction set and does not indicate that users may choose another language or that the skill is limited to a Chinese-language context. Under the policy rule for language or locale constraints, this is a natural-language policy concern because it implicitly enforces a single language without opt-in.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The document title and the entire skill specification are written in Chinese, and the file does not indicate that users may choose another language or locale. Under the policy for natural-language violations, a skill that implicitly requires a specific language without user opt-in should be flagged unless the locale restriction is documented and justified.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
87% confidence
Finding

Natural-language content throughout the skill file is presented in Chinese, and the file does not state that users may choose another language or that the skill is intentionally limited to a Chinese-speaking context. This can violate language/locale policy expectations when no user opt-in or justified locale restriction is provided.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
90% confidence
Finding

This markdown file contains natural-language instructions and examples exclusively in Chinese from start to end. Under the language/locale policy rule, forcing a specific language without offering the user a choice can be a policy violation when no justification or opt-in is provided.

Content

No source excerpt is available for this finding.