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Security audit

mommy-role-research 妈妈系角色研究

Security checks for vulnerabilities and agentic risk

Overview

This is a prompt-only research and writing skill that transparently helps turn topic research into Chinese article materials.

Install this if you want Chinese-language research briefs and article-planning support for this topic area. Be aware that it defaults to Chinese output and may guide the agent toward English and Chinese source searches; ask explicitly for another language or narrower source scope if needed.

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
  • System Prompt LeakageDirect Leakage, Indirect Extraction, Tool-Based Exfiltration
  • Rogue AgentSelf-Modification, Session Persistence
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Privilege EscalationExcessive Permissions, Sudo/Root Execution, Credential Access
Findings (5)

Direct Prompt Extraction

High
Category
System Prompt Leakage
Confidence
85% confidence
Finding

Skill contains instructions that could directly expose system prompts, internal rules, or hidden instructions to users or external parties.

Content

Scanner excerpt · skill.md (reported line 196)May include surrounding context.

md
- "platforms selling emotional support"
- "care and control in media archetypes"

## Output rules

Always follow these rules:

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The document explicitly defines only 'Core English queries' and 'Core Chinese queries', which imposes specific language choices in the skill content. Under the policy, language or locale constraints should either be user-selectable or clearly justified as region-specific; neither is present here.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The description says the skill converts material into Chinese-language writing material, which imposes a specific language by default. The file does not indicate that users can choose another language or opt into this locale constraint.

Content

No source excerpt is available for this finding.

Session Persistence

Medium
Category
Rogue Agent
Confidence
75% confidence
Finding

Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.

Content

Scanner excerpt · skill.md (reported line 37)May include surrounding context.

md
- original interviews, official docs, conference talks, or creator statements when relevant

2. **Conceptual precision**
   Never reduce the whole topic to simplistic labels like:
   - “恋母”
   - “缺爱”
   - “就是 Daddy issues”

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
96% confidence
Finding

The skill hard-codes Chinese as the default output language unless the user explicitly asks otherwise. This can override user preference or broader system expectations, reducing transparency and potentially causing unsafe transformations if the agent silently rewrites content into another language. In this file, the behavior is editorial rather than overtly malicious, but it is still a real policy/UX control issue.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.