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Security audit

Novel Writing

Security checks for vulnerabilities and agentic risk

Overview

This is a simple Chinese fiction-writing guide with some style defaults, not a skill that accesses files, tools, credentials, or persistent state.

Install this if you want structured Chinese fiction-writing help. Be aware it may steer generic story or continuation prompts toward Chinese fiction conventions, so specify language, genre, tone, and format when you want something different.

A.I.G

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

SkillSpector

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 (2)

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
94% confidence
Finding

The trigger list is broad and includes common user phrases such as writing stories, continuations, and plot requests, which can cause the skill to activate when the user did not explicitly intend to use this specialized workflow. In an agent system, unintended activation can override a more appropriate skill, inject rigid formatting requirements, or steer outputs in ways that reduce user control and reliability.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
90% confidence
Finding

The skill repeatedly mandates Chinese literary style and Chinese output conventions without presenting them as optional or conditioned on user preference. This can cause the agent to ignore the user's requested language or style, leading to instruction conflicts, degraded usability, and policy-routing errors in multilingual environments.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.