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Security audit

Data Analysis

Security checks for vulnerabilities and agentic risk

Overview

This is a markdown-only data analysis guidance skill with no hidden access, persistence, or external data sharing instructions.

This skill appears safe to install as a guidance aid for analysis work. As with any analysis workflow, be careful with sensitive datasets and credentials, but the skill itself does not instruct the agent to send data externally or persist private material.

A.I.G

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

SkillSpector

Vulnerability Patterns
  • Rogue AgentSelf-Modification, Session Persistence
  • 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 (1)

Self-Modification

High
Category
Rogue Agent
Confidence
90% confidence
Finding

Skill modifies its own code, configuration, or behavior at runtime. Self-modification enables an agent to escalate privileges, disable safety constraints, or install persistent backdoors.

Content

Scanner excerpt · SKILL.md (reported line 152)May include surrounding context.

md
- Store credentials or raw exports in hidden local memory files.
- Create or depend on local folder systems for persistence.
- Create automations or background jobs without explicit user confirmation.
- Rewrite its own instruction source files.

## Related Skills
Install with `clawhub install <slug>` if user confirms:

Static analysis

No suspicious patterns detected.