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Security audit

CDA Data Synth

Security checks for vulnerabilities and agentic risk

Overview

This skill is a coherent CDA synthetic-data generator whose file-writing behavior is disclosed and aligned with its purpose.

Install this if you want CDA-format synthetic causal datasets. Use a normal project/workspace directory for outputs and review generated filenames before writing, especially if asking for large trajectories or benchmark sets.

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
  • Trigger AbuseOverly Broad Trigger, Shadow Command Trigger, Keyword Baiting Trigger
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • 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

This markdown skill explicitly lists activation phrases, but several entries such as '生成仿真数据', '因果图数据', and '物理仿真数据集' are broad enough to match common user requests outside this specific CDA skill context. The trigger list lacks negative examples or scope limits clarifying when these phrases should not invoke the skill.

Content

No source excerpt is available for this finding.

Missing User Warnings

Medium
Category
Not specified by scanner
Confidence
89% confidence
Finding

The skill instructs generating JSON data files into a user-specified directory without any visible safeguards, confirmation step, or path restrictions. In an agentic environment, this can lead to unintended filesystem writes, overwriting existing files, or writing into sensitive locations if a user or prompt manipulates the destination path.

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
86% confidence
Finding

This markdown file is in scope for SQP-3, which applies to natural-language policy violations such as forcing a specific language or locale without user opt-in. The document is entirely framed as a mandatory standard for all CDA components and provides no indication that Chinese is optional, configurable, or justified as a region-specific requirement.

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
96% confidence
Finding

The document title and introductory metadata are entirely in Chinese, and the file provides no indication that language choice is optional or configurable. Under the policy, forcing a specific language without user opt-in can be a natural-language locale violation unless the constraint is explicitly justified.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
93% confidence
Finding

This JSON manifest contains a natural-language description entirely in Chinese, with no accompanying indication that the skill is region-specific or that users may choose another language. Under the policy criteria, forcing a specific language without opt-in can be a locale/language policy violation.

Content

No source excerpt is available for this finding.