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Security audit

Occam's Razor Analysis

Security checks for vulnerabilities and agentic risk

Overview

This skill is a disclosed reasoning aid for comparing explanations and does not request code execution, credentials, persistence, or system access.

Install this as a low-risk reasoning skill. Be aware that its triggers are broad, so it may influence ordinary analytical conversations by steering them toward parsimony-based hypothesis comparison.

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
  • Rogue AgentSelf-Modification, Session Persistence
  • 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
Findings (4)

Session Persistence

Medium
Category
Rogue Agent
Confidence
75% confidence
Finding

Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.

Content

Scanner excerpt · SKILL.md (reported line 75)May include surrounding context.

md
- step: 5
      action: "Fallacy_Check"
      description: |
        Check for 'Simplistic Fallacy' (ignoring evidence to force simplicity).
        Check for 'Ad Hoc Rescue' (adding assumptions to save a preferred theory).
        If found, penalize the score of the offending hypothesis.

Session Persistence

Medium
Category
Rogue Agent
Confidence
75% confidence
Finding

Skill establishes unauthorized persistence across sessions via cron jobs, startup scripts, or state files. Session persistence allows an attacker to maintain access beyond the current interaction.

Content

Scanner excerpt · references/workflow_logic.yaml (reported line 32)May include surrounding context.

yaml
- step: 5
      action: "Fallacy_Check"
      description: |
        Check for 'Simplistic Fallacy' (ignoring evidence to force simplicity).
        Check for 'Ad Hoc Rescue' (adding assumptions to save a preferred theory).
        If found, penalize the score of the offending hypothesis.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
90% confidence
Finding

Several keyword triggers, including phrases like 'simplest explanation' and 'evaluate hypotheses,' are generic analytical language likely to appear in normal conversation. This increases the risk of accidental activation, which may cause the skill to process irrelevant or sensitive content and bias assistant behavior toward this skill when the user did not intend it.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
92% confidence
Finding

The context triggers are broad enough to match common situations such as debate, investigation, troubleshooting, and research synthesis, which can cause the skill to activate outside narrowly intended use cases. Unintended invocation can expose user inputs to the skill unnecessarily, influence downstream reasoning, or interfere with routing by hijacking ordinary analytical conversations.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.