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Security audit

no-ai-tone

Security checks for vulnerabilities and agentic risk

Overview

This is a text-editing skill that rewrites user-facing copy to sound less AI-generated, with no code execution, persistence, credential access, or hidden data flow.

Install this if you want an aggressive copy-editing assistant for removing AI-like tone. Be aware that its triggers are broad, so it may rewrite normal marketing, email, or public-facing copy whenever the agent determines that copy will be read by real users.

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 (4)

Vague Triggers

High
Category
Not specified by scanner
Confidence
98% confidence
Finding

Several trigger phrases like 'humanize this,' 'make it sound natural,' and similar wording are common editing requests that may appear in ordinary workflows unrelated to this specific skill. Because they are generic, they can spuriously activate the skill and cause unrequested rewriting behavior, reducing predictability and potentially overriding user intent or other specialized instructions.

Content

No source excerpt is available for this finding.

Vague Triggers

High
Category
Not specified by scanner
Confidence
96% confidence
Finding

Several trigger phrases like 'humanize this,' 'make it sound natural,' and similar wording are common editing requests that may appear in ordinary workflows unrelated to this specific skill. Because they are generic, they can spuriously activate the skill and cause unrequested rewriting behavior, reducing predictability and potentially overriding user intent or other specialized instructions.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
91% confidence
Finding

This file is a natural-language instruction guide explicitly scoped as '日本語' and prescribes Japanese writing style rules without offering any language or locale choice. Under the policy rule, forcing a specific language is a violation unless the locale constraint is clearly documented and justified as region-specific.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
89% confidence
Finding

This markdown file includes natural-language instructions that specifically direct behavior for '收到中文文案修改任务时', effectively constraining operation to Chinese without any user opt-in or explanation of why a language restriction is required. Under the policy rule, forcing a specific language can be a locale-policy violation unless the constraint is explicitly justified or optional.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.