Security audit

sustoiclab-mao-analysis

Security checks for vulnerabilities and agentic risk

Overview

This is a Chinese-language thinking-coach skill based on Mao Selected Works methodology, with no code execution, credentials, network access, or persistence.

Install this if you want a Chinese-language Mao methodology coaching framework. Be aware that broad phrases like “实事求是” or “群众路线” may route ordinary conversations into this skill, and non-Chinese users may not get useful guidance without translation.

A.I.G

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

SkillSpector

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 (7)

Vague Triggers

Medium

Category: Not specified by scanner
Confidence: 91% confidence
Finding: The trigger list contains broad, natural-language phrases such as '实事求是', '群众路线', '战略上怎么看', and '具体问题具体分析' that can plausibly appear in ordinary conversations outside the intended domain. This can cause the skill to activate unintentionally, steering users into a political/ideological analysis mode when they did not explicitly request it and increasing the chance of inappropriate routing or prompt interference with other tasks.
Content: No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium

Category: Not specified by scanner
Confidence: 91% confidence
Finding: The entire skill content is written exclusively in Chinese and does not provide an opt-in, alternative language, or any indication that the locale restriction is intentional and justified. Under the policy criteria, forcing a specific language without user choice 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: 96% confidence
Finding: The entire markdown file presents its instructions and guidance exclusively in Chinese, and there is no indication that the user can choose another language or that the locale restriction is intentional and justified. Under the stated policy, forcing a specific language without user opt-in 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: 95% confidence
Finding: The entire skill file is written in Chinese and does not provide any indication that users may choose another language or locale. Under the policy rule for natural-language violations, a skill that imposes a specific language without opt-in should be flagged unless the constraint is clearly justified.
Content: No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium

Category: Not specified by scanner
Confidence: 92% confidence
Finding: This file contains user-facing instructional content exclusively in Chinese, and there is no indication that the skill is region-specific or that users can opt into this language. Under the language/locale policy, forcing a specific language without user choice can be 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: 96% confidence
Finding: This markdown file presents all instructions, prompts, and guidance exclusively in Chinese. Under the policy, forcing a specific language without user opt-in can be a natural-language policy violation unless the locale restriction is explicitly documented and justified, which is not present here.
Content: No source excerpt is available for this finding.

Natural-Language Policy Violations

Low

Category: Not specified by scanner
Confidence: 87% confidence
Finding: This markdown file presents all instructional content in a single language and does not mention that the skill is intentionally Chinese-only or offer alternative language support. Under the policy, forcing a specific language without user opt-in can be a natural-language policy violation.
Content: No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.