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Security audit

Atomic Code Generator

Security checks for vulnerabilities and agentic risk

Overview

This is a markdown-only coding methodology skill that guides code decomposition and generation, with no hidden execution, persistence, credential use, or destructive behavior found.

Install this if you want a Chinese-language template for decomposing complex features into small methods and code structure. Review the generated code yourself, especially authentication examples, because the skill provides methodology templates and does not enforce secure implementation practices.

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 (10)

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
94% confidence
Finding

The trigger phrases listed for this skill are very broad and overlap heavily with ordinary programming requests such as code generation, decomposition, and method structure. That makes accidental or unsolicited activation more likely, which can hijack normal request routing and cause the agent to apply this skill in contexts where it was not explicitly intended.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
90% confidence
Finding

The skill is written entirely in Chinese and presents behavior in a way that implies Chinese-language operation without offering language negotiation or documenting a justified locale restriction. This can cause user intent mismatches, misunderstandings of safety-relevant instructions, and degraded oversight if the surrounding system or user operates in another language.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
91% confidence
Finding

The file title and execution protocol are written as mandatory Chinese-language instructions, and there is no indication that users may choose another language or locale. This can violate language/locale policy when a skill effectively constrains interaction to a specific language without explicit opt-in or justification.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
92% confidence
Finding

This markdown file is entirely written in Chinese and does not indicate that the user may choose another language or that the Chinese-only requirement is justified by a region-specific need. Under the stated policy, a skill that imposes a specific language without opt-in can be 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
93% confidence
Finding

This markdown file contains user-facing instructional content exclusively in Chinese, and there is no indication that the user can choose another language or that the skill is intentionally limited to a Chinese-speaking context. Under the language/locale policy, forcing a specific language without opt-in is a natural-language policy concern.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
90% confidence
Finding

The document title and all usage instructions are written exclusively in Chinese, presenting the template library as Chinese-only guidance. Under the policy criteria, a skill artifact that forces a specific language without user opt-in or a documented regional justification is a natural-language policy concern.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
89% confidence
Finding

This markdown file contains user-facing natural-language instructions exclusively in Chinese, and there is no indication that users may select another language or that the skill is intentionally limited to a Chinese-speaking context. Under the policy rule for language or locale constraints, forcing a single language without opt-in is a natural-language policy concern.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
95% confidence
Finding

This markdown file contains user-facing instructional content exclusively in Chinese, and there is no indication that users may choose another language or that the skill is intentionally limited to a Chinese-only audience. Under the policy rule for natural-language constraints, forcing a single language without opt-in can be a locale policy violation.

Content

No source excerpt is available for this finding.

Missing User Warnings

Low
Category
Not specified by scanner
Confidence
88% confidence
Finding

This markdown file includes examples for validatePassword and authenticateUser, which imply collecting and processing user passwords, but it provides no warning about handling sensitive credentials or protecting user data. Under the markdown-specific warning rule, descriptions involving privacy-sensitive behaviour should disclose such risks or expectations.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
84% confidence
Finding

This markdown file presents all instructions, examples, and outputs only in Chinese, which can amount to a language/locale constraint without explicit user choice. The policy for SQP-3 asks to flag cases where a specific language is effectively forced without opt-in or documented justification.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.