Production Readiness Review Rubric
Score any service against reliability, observability, scalability, security, and operational readiness before launch — and get a prioritized remediation plan when it falls short.
A 3-step agentic workflow pack for operations 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.
- Score a service across 5 dimensions with explicit criteria, weights, and a pass/fail verdict
- Expose hidden reliability and security gaps before they become production incidents
- Produce a structured evidence-review checklist that grounds every score in observable facts
- Turn failing scores into a prioritized remediation plan with effort estimates and owners
- Standardize launch reviews across teams so approval decisions are consistent and auditable
- Replace ad-hoc review meetings with a documented rubric engineers can self-serve before escalating
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
3 composable prompts you run in order — each one picks up where the last left off.
- Step 1
Production Readiness Scoring Rubric
Paste your service description, deployment architecture, and operational controls — the rubric scores each dimension on a 1–5 scale with explicit criteria
- Step 2 · optional
Evidence Review Checklist
Provide your service description and architecture — the prompt maps every rubric dimension to the specific artifacts (dashboards, runbooks, alerts, load-test results) that must be present
- Step 3 · optional
Remediation Action Plan
Paste the scoring rubric output for a service that did not pass — the prompt reads the gap analysis and ranks remediations by risk reduction and effort
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.