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Security audit

AI Short Drama Toolkit

Security checks for vulnerabilities and agentic risk

Overview

This is a coherent Chinese-language AI short-drama production guide made of Markdown templates, with no code execution or hidden local access.

Install this as a content-production helper, not as a privacy-preserving local workflow. Be careful before pasting unpublished scripts, client material, voice samples, or personal data into recommended third-party AI tools, and confirm copyright and voice-cloning permissions for commercial use.

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 (8)

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
78% confidence
Finding

All user-facing examples and descriptions are presented only in Chinese, and the usage section implies interaction through Chinese-language prompts without mentioning alternative languages or user choice. This may constitute a language/locale policy issue if the skill is expected to support user preference rather than enforce a single language by default.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The README advertises very broad quoted trigger phrases such as general requests for writing scripts, making prompts, production advice, and monetization help. In an agentic environment, these ordinary-language examples can cause the skill to activate on routine conversation beyond the user's explicit intent, increasing the chance of unwanted prompt injection exposure, accidental tool use, or inappropriate content generation.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
89% confidence
Finding

The activation logic is broad enough that ordinary user requests about making a short drama could automatically invoke this skill without an explicit opt-in or confirmation. That can cause unintended routing, reduce user control, and increase the chance the assistant ignores better-matched instructions or language preferences in multi-skill environments.

Content

No source excerpt is available for this finding.

Missing User Warnings

Medium
Category
Not specified by scanner
Confidence
93% confidence
Finding

The workflow directs users to paste dialogue scripts into third-party voice providers such as ElevenLabs without disclosing that the script content will be transmitted to external services. If scripts contain unpublished story material, client work, personal data, or sensitive business information, this can cause unintended data exposure, retention, or secondary use by those providers.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
92% confidence
Finding

The title explicitly presents the skill as an 'AI短剧 Prompt 模板库', and throughout the file the templates prescribe Chinese-specific outputs such as 'Young Chinese female', 'Chinese narrator', and 'Chinese short drama poster'. The file does not state that this is a region-specific skill or offer an opt-in or alternative language/locale, which is a natural-language locale policy concern.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
84% confidence
Finding

The skill description, tags, and trigger phrases are entirely Chinese-language, which effectively constrains use to Chinese without stating that this is optional or region-specific. Because no opt-in or alternative language handling is described, this can be interpreted as a language-policy limitation embedded in the skill's natural-language interface.

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 user-facing guidance exclusively in Chinese and does not provide an opt-in, alternative language, or justification for a Chinese-only audience. Under the policy rule for language/locale constraints, forcing a specific language without user choice is a natural-language policy issue.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
84% confidence
Finding

The entire skill file is written in Chinese and presents its templates and instructions only in that language, with no indication that users may choose another language or locale. This can conflict with a language/locale policy requiring user choice or opt-in rather than a fixed language.

Content

No source excerpt is available for this finding.