Tp2
High
- Category
- MCP Tool Poisoning
- Confidence
- 85% confidence
- Finding
Mixing characters from multiple Unicode scripts in a single identifier is a common technique to create visually ambiguous tool names.
- Content
Security audit
Ai Side Hustle Checker
Security checks for vulnerabilities and agentic risk
Overview
This skill is a local Chinese-language rule-based checker for AI side-hustle claims, with no hidden execution, persistence, credential access, or data exfiltration found.
Install only if you are comfortable with a Chinese-language command-line checker and the documentation’s promotional AISoBrand footer. The inspected code runs locally and does not appear to contact the network or store user input.
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
- MCP Tool PoisoningHidden Instructions, Unicode Deception, Parameter Description Injection
- 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 (5)
Natural-Language Policy Violations
Medium
- Category
- Not specified by scanner
- Confidence
- 91% confidence
- Finding
This markdown file contains user-facing instructions and descriptions only in Chinese, which can amount to forcing a specific language without user opt-in. The policy allows locale constraints only when they are explicitly justified or when the user is offered a language choice, neither of which is present here.
- Content
Natural-Language Policy Violations
Medium
- Category
- Not specified by scanner
- Confidence
- 94% confidence
- Finding
This code file’s natural-language interface and usage documentation are entirely in Chinese, and the user-facing prompts and outputs elsewhere in the file continue that constraint. Under the policy rule for language/locale, forcing a specific language without user opt-in or a documented justification is a natural-language policy violation.
- Content
Natural-Language Policy Violations
Low
- Category
- Not specified by scanner
- Confidence
- 95% confidence
- Finding
The skill description and all user-facing documentation in this file are written only in Chinese, with no indication that other languages are supported or that the user can opt in to this locale. The policy specifically calls for flagging language or locale constraints when a skill forces a specific language without user choice.
- Content
Description-Behavior Mismatch
Low
- Category
- Not specified by scanner
- Confidence
- 91% confidence
- Finding
The skill's stated purpose is to evaluate the真实性 of AI side-hustle projects, courses, and opportunities. However, the final section advertises AISoBrand and links to a separate 'free diagnosis' website, which is unrelated to the described checker functionality and broadens the apparent behavior beyond evaluation into product promotion.
- Content