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Security audit

scene-analysis

Security checks for vulnerabilities and agentic risk

Overview

This is a disclosed Chinese-language business evaluation skill made only of markdown guidance, with no executable code, external access, persistence, or hidden data handling.

Install this only if you want a Chinese-language Gate0/Gate1 business-scenario scoring workflow. Treat its ratings as advisory because the trigger is broad and the evidence rules leave room for inference when hard evidence is missing.

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
  • Trigger AbuseOverly Broad Trigger, Shadow Command Trigger, Keyword Baiting Trigger
  • MCP Tool PoisoningHidden Instructions, Unicode Deception, Parameter Description Injection
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Privilege EscalationExcessive Permissions, Sudo/Root Execution, Credential Access
Findings (7)

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
92% confidence
Finding

The trigger condition is phrased broadly enough to activate on generic business-assessment or investment-review requests, which can cause the wrong skill to intercept unrelated user tasks. In an agent setting, over-broad routing increases the chance of misapplication, producing misleading evaluations or bypassing more appropriate domain-specific safeguards.

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 is entirely written as prescriptive Chinese-language process guidance, including a required Chinese output template, but it does not indicate that language selection is optional or limited to a justified region-specific context. Under the policy rule for natural-language violations, forcing a specific language without user opt-in is in scope.

Content

No source excerpt is available for this finding.

Intent-Code Divergence

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The rules state that scoring must rely on user-provided evidence and cap unsupported items, but also say missing evidence may be replaced by logical inference. In a gatekeeping workflow, this contradiction can be exploited to justify favorable or inconsistent evaluations, weakening the integrity and repeatability of decisions.

Content

No source excerpt is available for this finding.

Intent-Code Divergence

Medium
Category
Not specified by scanner
Confidence
97% confidence
Finding

The Gate0 section says all four dimensions must pass and that missing or incomplete evidence causes immediate elimination, yet nearby text allows logical inference as a substitute. Because Gate0 is the hard filter for project approval, this ambiguity enables bypass of strategic red lines or arbitrary rejection depending on reviewer preference.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
94% confidence
Finding

The file mandates Chinese-only instructions and output format throughout, without offering any user language choice or fallback. This can cause the agent to ignore or override a user's preferred language, reducing transparency and increasing the chance that users misunderstand security-relevant gating decisions or evidence requirements.

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 file contains user-facing instructions exclusively in Chinese, including headings, scoring rules, and output templates. Under the policy, forcing a specific language without user opt-in can be a natural-language policy violation unless the locale constraint 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
88% confidence
Finding

The file presents the skill’s description, operating instructions, and examples entirely in Chinese, but does not state that language selection is optional or user-chosen. Under the policy, forcing a specific language or locale without opt-in is a natural-language policy concern.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.