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Security audit

Matrix Infiltration

Security checks for vulnerabilities and agentic risk

Overview

This skill is a static community-analysis prompt, but it explicitly asks agents to map social weaknesses and identify what to exploit in real communities.

Install only if you intentionally want adversarial discourse-risk analysis and can keep it limited to authorized, appropriately redacted community data. Treat its outputs as sensitive, and avoid using them to manipulate, pressure, or target real people or communities.

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 (4)

Ssd 4

High
Category
Not specified by scanner
Confidence
98% confidence
Finding

The required output explicitly includes 'What Smith Exploits,' which operationalizes the analysis into actionable exploitation guidance after modeling resistance and skepticism vectors. That turns the skill from passive observation into a decision aid for influence operations against real communities, making misuse straightforward and increasing the likelihood of targeted manipulation at scale.

Content

No source excerpt is available for this finding.

Missing User Warnings

Medium
Category
Not specified by scanner
Confidence
92% confidence
Finding

The skill explicitly ingests 'chat_log', 'thread', 'discussion', 'community_context', and 'social_post', which are likely to contain personal, behavioral, or sensitive community data, but it provides no operational guidance for minimization, consent, retention, redaction, or safe handling. In a skill focused on mapping trust, fear, resistance, and skepticism in real communities, the absence of privacy safeguards increases the risk of profiling users and processing sensitive social data inappropriately.

Content

No source excerpt is available for this finding.

Ssd 4

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

This section moves beyond neutral sentiment or risk analysis into identifying social weaknesses, distrust triggers, and where messaging 'will fail first,' which creates a playbook for targeting persuasion pressure points in real communities. In context, the skill is branded as 'adversarial-intelligence' and oriented around infiltration, so the language materially enables manipulative social engineering rather than merely defensive analysis.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
96% confidence
Finding

The trigger phrases are broad, generic, and overlap with ordinary requests about community analysis, sentiment, and discourse, which can cause the skill to activate outside a narrowly intended use case. In the context of a skill explicitly framed as 'infiltration' and resistance mapping, unintended activation increases the chance the agent is steered into manipulative or socially targeted analysis without clear user intent or adequate safeguards.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.