Skills Artificial Intelligence Safety Scan for Prompt Injection Detection

Safety Scan for Prompt Injection Detection

v20260707
safety-scan
This tool provides comprehensive safety scanning for untrusted inputs, such as user submissions, API payloads, and webhook data. It actively detects various security threats, including prompt injection, jailbreak attempts, instruction override attacks, and unsafe content. Beyond basic checks, it offers deep analysis, full multi-layer scanning, and even capabilities to train defensive models using detected threats. Essential for secure AI application development.
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Overview

Safety Scan

Scan content for prompt injection, jailbreak attempts, and unsafe patterns.

When to use

Before processing untrusted input (user submissions, API payloads, webhook data), scan it to detect prompt injection, adversarial content, or policy violations.

Steps

  1. Quick safety check — call mcp__claude-flow__aidefence_is_safe with the input text for a boolean safe/unsafe result
  2. Deep analysis — call mcp__claude-flow__aidefence_analyze for detailed threat classification and confidence scores
  3. Full scan — call mcp__claude-flow__aidefence_scan for comprehensive multi-layer scanning
  4. Train defenses — call mcp__claude-flow__aidefence_learn with confirmed threats to improve detection
  5. View stats — call mcp__claude-flow__aidefence_stats for detection rates and false positive metrics

Threat categories

  • Prompt injection (direct and indirect)
  • Jailbreak attempts
  • Data exfiltration patterns
  • Instruction override attacks
  • Social engineering prompts
Info
Name safety-scan
Version v20260707
Size 1.49KB
Updated At 2026-07-09
Language