Prompt Robustness Evaluation Pack —
XELANTA Edition

Surface potential prompt leaks and robustness issues before your LLM ships. No security team needed.

Designed for founders, indie builders, agencies and small teams.
Get the pack See what's inside

Example of a manual logging workflow.

robustness_eval_notes.txt
Scenario: instruction_adherence — logged
RECORDED
Scenario: context_clarity — logged
RECORDED
Scenario: safety_boundary — logged
RECORDED
Status: Logged 3 entries

Who this is for

Founders & Indie Builders

Verify your AI product's behavior before launch, without hiring a security team.

Agencies & Consultants

Ship client demos with basic robustness checks already done. Be confident in your delivery.

Engineering & Product Teams

Run quick robustness checks on your projects. Get early signals before shipping.

What's inside the pack

Everything you need to test, log, and prioritize fixes for LLM robustness issues.

Documentation

README

5-minute setup guide in plain English.

Checklist

QuickScan Checklist

Fast pre-flight checks before you test.

Core

5 Robustness Scenario Guides

Diagnostic prompts and observation criteria for role confusion, leaks, and context limits.

Template

Logging Template

Capture exactly what failed, when, and under which prompt.

Scoring

Severity Notes

Quick Low / Medium / High tags to prioritize what matters.

Guide

Follow-up Ideas

A few practical suggestions if something breaks.

Bonus

Bonus Stress-Test Lines

Extra edge-case prompts to stress test behavior.

Delivery

Instant Download

ZIP file access right after purchase.

Typical usage

Most people run through it like this.

  1. Check your setup

    Make sure your setup is ready — takes about 5 minutes.

  2. Try the scenarios

    Use the abstract prompts to see how your system behaves at the edges.

  3. Note what breaks

    Jot down failures using the logging template.

  4. Patch and re-check

    Use the follow-up ideas to address gaps.

Why teams choose this

  • Practical, not theoretical

    Real scenarios you can copy-paste. No academic papers.

  • Safe by design

    Abstract tests that won't trigger compliance flags or violate provider terms.

  • Built for small teams

    Works smoothly with Google Sheets (import the included XLSX). No complex pipelines.

  • Quick to run

    A quick first pass takes about an hour.

Safety & Ethics Notice

This pack is 100% defensive. It does not include exploit payloads, malware, or instructions to bypass safety systems. All scenarios are abstract and designed to test your own applications for robustness issues in a responsible way.

Product highlights

5 core robustness scenarios + bonus stress lines
Included in the pack
< 1 hour
Time to first meaningful results

Simple pricing

One payment. Lifetime access. Start testing in minutes.

$49

One-time purchase · No subscription

  • Updates to this version
  • Use on unlimited internal projects
  • Share with your team
  • Instant ZIP download
Get Instant Access
  • Secure checkout via Gumroad
  • Instant access to all materials
  • 100% defensive, safe-by-design testing

Secure payment and instant access after checkout.

Common questions

How long does it take?
A quick pass takes about an hour. You can go deeper if needed.
Do I need security expertise?
No. If you can copy-paste prompts and use a spreadsheet, you can use this pack.
What format is the pack?
ZIP file with markdown docs, a logging template, and plain-text scenario files.
Can I share it with my team?
Yes. Share it internally at no extra cost.
Will I get updates?
Yes, Updates to this version are included.