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Security audit

Ai Orchestration

Security checks for vulnerabilities and agentic risk

Overview

This skill is a plain Markdown guide for multi-agent AI workflows; its main risks are broad activation and privacy-conscious logging, not hidden or malicious behavior.

Install this if you want structured help coordinating AI agents, prompts, and evals. Use it deliberately for orchestration tasks, review any Bash or write/edit actions before execution, and avoid retaining full interaction logs unless sensitive data is redacted and retention is controlled.

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 (3)

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
91% confidence
Finding

The implicit activation criteria are broad enough that this skill could be invoked for many generic complex tasks, causing over-selection of a high-privilege orchestration skill. Because the skill allows Bash, Write, and Edit, unintended activation can expand tool access and route user data or repository context through multi-agent workflows unnecessarily.

Content

No source excerpt is available for this finding.

Ssd 3

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The instruction to 'Log all interactions' encourages retention of prompts, outputs, and possibly code, secrets, credentials, or personal data in plain language. In an AI orchestration context, aggregated multi-agent logs can centralize sensitive material from several steps, increasing breach impact and creating privacy, compliance, and insider-risk exposure.

Content

No source excerpt is available for this finding.

Vague Triggers

Low
Category
Not specified by scanner
Confidence
79% confidence
Finding

Several explicit trigger phrases are still generic and may overlap with ordinary development or prompt-writing requests. This can lead to accidental activation of the orchestration skill in situations that do not need broad tooling or sub-agent coordination, increasing the chance of unnecessary context exposure or risky actions.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.