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Security audit

Self Aware Prediction System

Security checks for vulnerabilities and agentic risk

Overview

This skill is a simple uncertainty-assessment aid with no evidence of hidden access, persistence, data collection, or destructive behavior.

Install this if you are comfortable with Chinese-language instructions and an advisory tool that may activate broadly around predictions or judgments. It does not appear to access private data, persist changes, install dependencies, or contact external services.

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 (6)

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
94% confidence
Finding

This markdown file contains user-facing skill documentation only in Chinese, including the title, overview, and usage guidance. Under the policy rule, forcing a specific language without user opt-in or a documented locale-specific justification is a natural-language policy violation.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
91% confidence
Finding

This markdown skill specifies all instructions and operational guidance in Chinese, which effectively forces a single language for users. The policy allows locale constraints only when users are given a choice or the restriction is clearly justified, neither of which is present here.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
92% confidence
Finding

The phrase '当需要做出预测或判断时' ('when you need to make a prediction or judgment') is extremely broad and overlaps with common, everyday situations. The guide does not provide specific trigger phrases, scope boundaries, or exclusion conditions, making it unclear when this skill should activate versus when it should not.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
94% confidence
Finding

This code file uses Chinese-only natural-language comments, docstrings, and user-facing warning strings throughout the file. Under the policy, forcing a specific language without user opt-in or a documented justification is a natural-language policy violation.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
62% confidence
Finding

The entire guide is written in Chinese and does not indicate that users may choose another language or locale. If this skill is intended for a broader audience, that can constitute a language-policy issue because it implicitly forces a specific language without documented opt-in or justification.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
93% confidence
Finding

This markdown file presents all user-facing guidance exclusively in Chinese, and it does not mention any user language preference, alternative locale, or explicit justification for restricting the content to a single language. Under the policy rule for natural-language violations, forcing a specific language without user opt-in can be a locale-policy issue.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.