Works with the AI tools you already use
AI Prompt Injection Defense Shield & LLM Jailbreak Security Auditor Code Review Agent
Stop leaving your AI startup exposed to malicious users trying to steal your proprietary system prompts or bypass your paywalls. The AI Prompt Injection Defense Shield is an automated code review agent that deeply analyzes your Next.js or Python backend, instantly detecting insecure LLM input fields, un-sanitized API data streams, and weak prompt boundaries. By automatically generating the exact copy-paste code patches required to harden your AI wrapper against the latest OWASP top 10 LLM vulnerabilities, this skill allows solo developers and indie hackers to confidently launch their SaaS without the fear of massive, unexpected API billing spikes or catastrophic data leaks.
Free
About this skill
Malicious actors are constantly scraping the web, using adversarial inputs to "jailbreak" AI apps—forcing your expensive OpenAI or Anthropic API to leak proprietary instructions, output offensive content, or grant unauthorized free access.
The AI Prompt Injection Defense Shield is your automated, elite cybersecurity co-founder. Built specifically for solo developers, indie hackers, and lean SaaS teams, this intelligent agent integrates directly into your workflow to execute a comprehensive LLM security audit before you ship. It meticulously scans your prompt engineering templates, validates your user-input sanitization logic, and reinforces your system prompt boundaries. Instead of just giving you a generic warning, it delivers precise, copy-paste code replacements tailored to your specific framework (React, Next.js, FastAPI, or Node). Protect your intellectual property, prevent massive botnet billing attacks, and ship your next AI product with absolute, enterprise-grade confidence.
Details
How to install
Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.
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Security Scanned
Passed automated security review
Permissions
Allowed Hosts
File Scopes
10. File Glob Patterns (Primary) To safely execute, the agent will request read/write access to the following application source directories: src/app/api/**/*.ts src/lib/prompts/*.{ts,txt,json} app/services/llm/**/*.py backend/core/ai_*.py 11. Secondary / Optional Glob Patterns Under specific edge cases (such as scanning for hardcoded keys or un-sanitized environment setups), the agent may request read-only access to: **/.env.example (To check for exposed structural hints) next.config.js or vercel.json (To check for overly permissive CORS policies on AI routes)
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