AI Agent Acceptance Testing Harness Playbook
Put any AI agent through real user-acceptance testing before it touches production — baseline its job, build a scenario matrix with edge cases, sequence a risk-ordered rollout with rollback triggers, and stand up an ongoing sign-off cadence.
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 15 minutes.
- Baseline exactly what an AI agent is supposed to do, where it stands today, and which gaps must close before UAT
- Build a scenario matrix that pairs golden-path cases with the adversarial and edge cases that actually break agents
- Turn fuzzy 'seems fine' reviews into a weighted sign-off rubric with explicit pass thresholds per criticality tier
- Sequence the rollout by risk, effort, and dependency so the safest, highest-value scenarios ship first
- Define concrete rollback triggers and a shadow-to-live promotion ladder before a single user is exposed
- Stand up a recurring acceptance-review cadence with named owners and drift guardrails for agents already in production
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 $10 on its own. Buying every pack separately costs $1106. The Lifetime Bundle is $149 one-time — you save $957 (87% 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
Current-State Diagnostic
Feed in what the agent is supposed to do and how it behaves today, and get a structured baseline: intended job, observed behavior, a scored gap register, and the constraints your test plan must honor.
- Step 2 · optional
Acceptance Test System Designer
Paste in the current-state baseline and get a full acceptance-test system: a scenario matrix mapped to the agent's jobs, an edge-case and failure-mode catalog, and a weighted sign-off rubric with per-tier pass thresholds.
- Step 3 · optional
Rollout Sequencer & Rollback Planner
Provide the scenario matrix and sign-off rubric and get a risk-ordered rollout sequence: which scenarios and segments go first, the shadow-to-live promotion ladder, and the exact metrics that trigger a rollback.
- Step 4 · optional
Cadence & Governance Builder
Input the rollout plan and rubric and get a governance model: a recurring review cadence, named owners and escalation paths, and the drift signals that force a re-run of acceptance testing.
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.