Agent Prompt Regression Rubric
Detect and score regressions when you change a production agent prompt — baseline expected behavior, compare new vs old on representative tasks, classify every regression, and get a ship or hold verdict.
A 4-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 12 minutes.
- Capture a rigorous behavior baseline before any prompt change so regressions have a clear reference point
- Score new vs old agent behavior task-by-task on a calibrated 1–5 rubric with explicit diff criteria
- Classify every detected regression by severity and type so your team knows what to fix first
- Produce an unambiguous ship or hold verdict with the evidence that drove it
- Turn prompt changes from a gamble into a measured, reviewable engineering decision
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
4 composable prompts you run in order — each one picks up where the last left off.
- Step 1
Behavior Baseline
Provide your current prompt and representative tasks and get a structured baseline: per-task expected outputs, key behavioral invariants, and the dimensions the regression rubric will score.
- Step 2 · optional
Change Comparison
Feed in the baseline, the prompt change, and sample outputs from both versions to get a per-task comparison table with delta scores and the specific output differences that drove each rating.
- Step 3 · optional
Regression Classifier
Submit the comparison table and get back a classified regression list: type (correctness, tone, scope, format), severity (critical / major / minor), affected tasks, and a root-cause hypothesis.
- Step 4 · optional
Ship or Hold Verdict
Provide the regression classifier output and your threshold preferences and receive a verdict — ship, hold with required fixes, or rollback — plus a one-paragraph rationale citing the specific regressions that drove it.
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.