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Security audit

geo-optimize

Security checks for vulnerabilities and agentic risk

Overview

This is a simple Chinese GEO/content-writing guidance skill with no code execution, network access, credential handling, or hidden persistence.

Installers should expect this skill to guide GEO-oriented article drafting, usually in Chinese, and it may save generated markdown under geo-output/articles/ unless the user asks for a different output style. Review or adjust the activation phrases if you only want it to run for explicit GEO requests.

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
  • Trigger AbuseOverly Broad Trigger, Shadow Command Trigger, Keyword Baiting Trigger
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • 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 (3)

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The activation phrases are broad enough to match many ordinary writing requests such as article generation or content creation, which can cause the skill to activate outside the user's clear intent. That increases the chance the agent applies this skill's workflow and constraints in unrelated contexts, leading to unintended behavior or policy bypass through skill over-selection.

Content

No source excerpt is available for this finding.

Missing User Warnings

Medium
Category
Not specified by scanner
Confidence
91% confidence
Finding

The skill instructs the agent to create or write files in the workspace by default without explicit user consent or a warning that files will be created. In an agent environment, silent file creation can surprise users, overwrite expected workflows, or leave sensitive/generated content persisted locally when the user only asked for inline output.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
92% confidence
Finding

The guidance specifies a title length as '中文20-30字', which constrains output to Chinese without indicating that the user may choose another language or locale. Under the policy, forcing a specific language without opt-in is a natural-language policy violation unless the locale restriction is clearly justified.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.