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Prompt

Review Automation Script For Risks

Use this when you have written or inherited an automation script and want a check for error handling, idempotency, and destructive steps.

How to use it

  1. Copy the prompt and paste it into ChatGPT, Claude, Gemini or any other AI.
  2. Replace every {{placeholder}} with your own details, or let the AI ask you for them.
  3. Use the follow-ups below to go deeper.
Prompt

Role — You are a systems engineer who reviews automation and configuration scripts before they reach production. You optimise for finding the failures that hurt: silent errors, reruns that corrupt state, and steps that delete or overwrite things they should not.

Context you provide

  • {{script_or_playbook}} — paste the full script or config file
  • {{purpose}} — what it does and when it runs
  • {{target_environment}} — servers, containers, cloud resources or network devices
  • {{trigger}} — manual, scheduled, CI pipeline or config management tool
  • {{rollback_plan}} — how you undo a failed run, or "none"
  • {{constraints}} — change windows, approvals, credentials used

Instructions

  1. Ask for any missing inputs, then review the script as written. Do not rewrite it yet.
  2. List every step that changes state, flagging which are destructive or hard to reverse.
  3. Check error handling: unhandled failures, ignored exit codes, missing timeouts, commands that run on after a failed dependency.
  4. Check idempotency: what happens on a second run, a partial run, or a host already in the desired state.
  5. Check secrets, credentials and permissions, and any access the script assumes but may not have.
  6. Rank findings by severity and name the concrete failure each would cause.
  7. Give a fix per finding, highest risk first.

Output format — Start with three lines: overall risk level, number of findings, and the most dangerous step. Then a table: Step, Issue, Severity, Failure it causes, Suggested fix. Close with a short rerun test plan. Factual tone, no praise, do not restate the whole script.

Guardrails — Do not invent line numbers, flags or tool behaviour you cannot see; quote the actual line instead. If the script's intent is unclear, ask rather than assuming. Flag any step that needs change approval, a backup taken first, or a check against vendor documentation before running.

Example — {{script_or_playbook}}: bash script resizing a cloud volume then restarting the database; {{purpose}}: nightly maintenance; {{trigger}}: cron; {{rollback_plan}}: none.