Security audit

City of Lethbridge Open Data

Security checks for vulnerabilities and agentic risk

Overview

This skill is a coherent public-data helper, with ordinary network-fetching risks but no evidence of hidden, destructive, or deceptive behavior.

Install this if you are comfortable with a Bash-backed helper making outbound requests to the Lethbridge open-data portal, ArcGIS, and dataset links advertised by that metadata. Avoid running it in sensitive internal network environments unless URL allowlisting and response-size limits are added.

A.I.G

Vulnerability Patterns

Insecure Skill Coding PracticesFinds exploitable flaws such as hardcoded secrets or command injection
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

Findings (2)

T09 · Insecure Skill Coding Practices

Warning

Location: scripts/lethbridge_data.py:34
Finding: Unrestricted Metadata-Driven URL Fetching Enables SSRF
Content: View full analysis
Remediation: View remediation

T09 · Insecure Skill Coding Practices

Note

Location: scripts/lethbridge_data.py:34
Finding: Unbounded Network Response Buffering Can Exhaust Memory
Content: View full analysis
Remediation: View remediation

SkillSpector

Vulnerability Patterns

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
Excessive AgencyUnrestricted Tool Access, Autonomous Decision Making, Scope Creep

Static analysis

No suspicious patterns detected.