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Security audit

paper-deep-dive

Security checks for vulnerabilities and agentic risk

Overview

This is a coherent Chinese-language paper analysis skill with no executable code, persistence, credential handling, or hidden high-impact behavior.

Install this if you want Chinese structured paper deep dives. If you want another language, explicitly tell the agent your preferred output language; the skill itself does not document language selection.

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
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • Privilege EscalationExcessive Permissions, Sudo/Root Execution, Credential Access
  • Supply ChainUnpinned Dependencies, External Script Fetching, Obfuscated Code
  • Excessive AgencyUnrestricted Tool Access, Autonomous Decision Making, Scope Creep
Findings (7)

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
96% confidence
Finding

The description is entirely written as a mandatory Chinese-language behavior specification and does not mention adapting to the user's preferred language. Under the policy for natural-language issues, forcing a specific language without opt-in is a locale/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

This markdown file presents its instructions and examples exclusively in Chinese, beginning with the title and description, and nowhere offers the user an opt-in language selection or explains that the skill is intentionally region- or locale-specific. Under the stated policy, forcing a specific language without user choice is a natural-language policy violation.

Content

No source excerpt is available for this finding.

Ae4

Medium
Category
analysis-evasion
Confidence
80% confidence
Finding

Suspicious Unicode normalization or mixed-script content

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
94% confidence
Finding

This markdown template is explicitly framed as a complete output template in Chinese, starting with a Chinese title and Chinese-only structural content. Because the file does not indicate that language selection is optional or user-configurable, it creates a natural-language locale constraint that could conflict with policies requiring user language choice.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

This markdown file presents the skill guidance entirely in Chinese, starting with a Chinese title and description, with no indication that users may choose another language. Under the policy, forcing a specific language or locale without user opt-in is a natural-language policy violation unless clearly documented as region-specific.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
93% confidence
Finding

This markdown reference is entirely written as a prescriptive output guide in Chinese, including required section headings and phrasing, but it does not indicate that language choice is optional or user-driven. Under the policy, forcing a specific language or locale without user opt-in 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
97% confidence
Finding

SQP-3 applies to all file types and covers language or locale policy violations. This document presents all instructional content in Chinese and does not indicate that users can opt into another language or that the skill is intentionally region-specific, which can conflict with organizational language-choice requirements.

Content

No source excerpt is available for this finding.