Prompt Injection Test Corpus Builder
Build a production-ready prompt injection test corpus for your LLM app — systematically covering direct injection, indirect RAG attacks, multi-turn escalation, and tool-call hijacking, with a final coverage map and gap report.
A 5-step agentic workflow pack for coding built to run with ChatGPT, Claude, and Gemini. Open the Markdown files, fill the variables, and paste into your model. Most buyers get a reviewable result in about 45 minutes.
- Generate structured direct injection test cases across 10 OWASP LLM01 attack families — role override, jailbreak, encoding bypass, and more
- Produce indirect injection payloads targeting your specific RAG data sources — web pages, documents, emails, code comments, and API responses
- Build multi-turn escalation scenarios that test persona drift, context poisoning, and permission creep across a conversation
- Create tool-call hijack test cases covering parameter poisoning, chained tool abuse, and confirmation bypass for every tool in your agent
- Receive a final coverage map and gap report with a production-readiness verdict and prioritized P1/P2/P3 gaps to close before launch
- Works in any chat model — no special tools or integrations required
- Outputs are structured Markdown with IDs, severity labels, and expected safe behaviors — ready to paste into your test management tool
Prompt Customization Service — optional help adapting variables and output to your brand voice. Choose your tier at checkout (not tied to this prompt's price).
This pack is $9 on its own. Buying every pack separately costs $935. The Lifetime Bundle is $149 one-time — you save $786 (84% off) and unlock every future pack free.
Get the Lifetime Bundle — $149Paste the license key from your receipt. It must match this prompt pack.
What ships with your purchase
Prompt files
Plain Markdown files with `{{variables}}` you fill in, ready to paste into ChatGPT, Claude, or Gemini. No setup, no tooling required.
Usage guide
Variable reference, model compatibility, examples, and customization tips so you can adapt the pack to your brand voice.
Lifetime updates
When we improve the pack, you get the new version automatically. Email support included with every purchase.
Models tested: ChatGPT, Claude, Gemini.
The workflow inside this pack
5 composable prompts you run in order — each one picks up where the last left off.
- Step 1
Direct Injection Test Case Generator
Paste your app name, system prompt excerpt, and desired case count — the prompt generates structured test cases across 10 direct injection families including role override, jailbreak, encoding bypass, and authority impersonation.
- Step 2
Indirect Injection Test Case Generator
List the external data sources your app reads at runtime and the actions it can take — the prompt generates injection payloads embedded in those exact source types, from hidden HTML comments to database field injections.
- Step 3
Multi-Turn Escalation Test Case Generator
Provide your app description and session memory behavior — the prompt generates turn-by-turn escalation scenarios using 7 distinct strategies including persona drift, context poisoning, and memory exhaustion.
- Step 4 · optional
Tool-Call Hijack Test Case Generator
Paste your tool definitions and trust model — the prompt generates hijack test cases for each tool across 7 patterns including parameter poisoning, chained abuse, and recursive self-modification attempts.
- Step 5
Corpus Coverage Map and Gap Report
Paste the ID list from your completed corpus — the prompt maps every test case to its attack vector, scores coverage as Adequate, Thin, or Missing, and produces a severity distribution table.
Perpetual (lifetime) use license
Your one-time purchase includes an ongoing right to use this prompt pack with the AI tools and models you control for your own and your clients' work — not for resale or public redistribution of the files as a product.
We keep the copyright
The prompt files, guides, examples, and bundled assets stay our copyrighted works (or our licensors'). Payment grants the limited license in our Terms only — it does not transfer ownership.
Need help adapting this prompt to your team? Add Prompt Customization Service at checkout.