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Security audit

Ai Output Failure Triage

Security checks for vulnerabilities and agentic risk

Overview

This is a prompt-only skill for diagnosing failed AI answers and rewriting retry prompts, with no code execution, network access, credential use, or persistence.

Review the retry prompt before using it and avoid pasting secrets, private records, confidential business data, or sensitive personal information into another AI tool. For medical, legal, financial, safety-critical, or other high-stakes outputs, treat this skill as preparation for independent verification rather than as authoritative advice.

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
  • Trigger AbuseOverly Broad Trigger, Shadow Command Trigger, Keyword Baiting Trigger
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Privilege EscalationExcessive Permissions, Sudo/Root Execution, Credential Access
  • Supply ChainUnpinned Dependencies, External Script Fetching, Obfuscated Code
Findings (2)

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
93% confidence
Finding

The trigger phrases are broad, conversational, and likely to appear in normal user interactions outside the narrow intended scope of this skill. That increases the chance of unintended activation, which can cause the wrong prompt-flow to run, confuse users, and potentially process sensitive or unrelated AI outputs under an incorrect workflow.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
84% confidence
Finding

The manifest sets "language": "en", which imposes a specific language/locale in the skill metadata. There is no indication that users may opt into other languages or that the English-only scope is required for a justified region-specific purpose.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.