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Security audit

N Plus One Detector

Security checks for vulnerabilities and agentic risk

Overview

This skill gives local code-search and development diagnostics for finding N+1 database queries, with no hidden install behavior or persistence.

This skill is appropriate to install for local performance work. Run its runtime diagnostics only in a development or test environment, because debug query logging can expose SQL details and is not suitable for production traffic.

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
  • Tool MisuseTool Parameter Abuse, Chaining Abuse, Unsafe Defaults
  • 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)

Unsafe Defaults

Medium
Category
Tool Misuse
Content
```bash
# Django — enable query logging
DJANGO_DEBUG=1 python3 -c "
import django; django.setup()
from django.db import connection
from django.test.utils import override_settings
Confidence
60% confidence
Finding
Tool defaults are unsafe or overly permissive (e.g. disabled TLS verification, no authentication, world-writable permissions). Unsafe defaults widen the attack surface.

Static analysis

No suspicious patterns detected.