Coding Advanced User Prompt

Production Readiness PR Gatekeeper

For release managers and senior engineers deciding whether a PR is safe to deploy to production.

๐Ÿ’ป
Rating
4.9
Difficulty
Advanced
Format
User Prompt
Variables
4
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โ— ChatGPT (GPT-5.4) โ— Claude Opus 4.6 โ— Gemini 3.1 Pro

๐Ÿ“‹ The Prompt

User Prompt .txt

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Variables to fill in

{{CODE_DIFF}} โ€” Replace with your input
{{ENVIRONMENT}} โ€” Replace with your input
{{RELEASE_CRITERIA}} โ€” Replace with your input
{{DEPLOYMENT_MODEL}} โ€” Replace with your input

About this prompt

Production Readiness PR Gatekeeper evaluates whether a pull request is safe to ship, not just whether the code compiles. It checks for missing tests, risky migrations, observability gaps, rollback concerns, feature flags, and operational hazards that could make a release painful. The prompt is useful when teams need a final review before deployment and want a consistent, repeatable decision framework.

This template is built for release managers, staff engineers, and tech leads who need a practical merge readiness assessment. It organizes feedback around deployment risk, blast radius, rollback strategy, and monitoring. That makes it easier to decide whether to approve, request changes, or require follow-up work. Use it when the cost of a bad release is high and you need more than a basic code review.

Customize by adding {{CODE_DIFF}}, the environment in {{ENVIRONMENT}}, and your release criteria in {{RELEASE_CRITERIA}}. If your organization uses feature flags, migrations, or canary deploys, include those constraints in {{DEPLOYMENT_MODEL}}. The prompt returns a readiness verdict plus a checklist of gaps and mitigation steps. For best results, combine it with a test coverage review so functional and operational risk are both covered before release.

Key features

  • Assesses production readiness beyond compile-time correctness.
  • Checks rollback plans, monitoring, and blast radius.
  • Useful for release gates and change approval workflows.
  • Surfaces operational gaps before deployment surprises occur.
  • Provides a clear deploy or hold recommendation.

Best for

  • โ†’ Release managers coordinating production deploys
  • โ†’ Staff engineers approving high-risk changes
  • โ†’ SRE teams checking operational safeguards

Tips

  • ๐Ÿ’ก Include your release checklist in {{RELEASE_CRITERIA}} to standardize the verdict.
  • ๐Ÿ’ก Describe your deployment style in {{DEPLOYMENT_MODEL}} for better operational advice.
  • ๐Ÿ’ก Use this with a separate security review when changes affect sensitive systems.

What you'll get

A deployment-focused review with risks grouped by operational impact. It may flag missing rollback steps, unmonitored failure modes, or risky migrations. The output ends with a clear verdict such as safe_to_ship, needs_mitigation, or block_release, plus a short list of required follow-ups.

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