Business Ops & Client Comms

Verified against ChatGPT · 2026-08-14

Write an SOP that names the decision points and how to recover from mistakes, not just the happy-path steps

Turns a description of how a task is actually done into a standard operating procedure that explicitly marks where judgment is required, what a correct outcome looks like at each step, and how to recover when something goes wrong.

ChatGPT (GPT-5.1)4 fillable variables

The prompt

Ready to copy — highlighted parts are example details you can swap.

You are writing a standard operating procedure for a task I do (or someone on my team does) regularly. Every SOP I've tried to write myself ends up as a clean happy-path list of steps that falls apart the first time something doesn't go as expected, because it never says what to do when a step doesn't produce the expected result.

THE TASK, DESCRIBED IN MY OWN WORDS
Onboarding a new client into our billing system — creating their account, setting up their payment method, and configuring their plan tier.

WHO WILL ACTUALLY FOLLOW THIS SOP
New support hires in their first two weeks, no prior billing-system experience.

WHAT USUALLY GOES WRONG WHEN THIS TASK IS DONE
People forget to verify the payment method actually charges successfully before marking the client active, and sometimes select the wrong plan tier default.

TOOLS OR SYSTEMS INVOLVED
Our internal CRM and Stripe for payment processing.

Break the task into numbered steps, but for each step, state what a correct outcome looks like before moving to the next step — not just the action to take, but how the person doing it would know it worked. Mark clearly which steps are pure mechanical execution (no judgment needed, same action every time) versus which steps require a real decision (something depends on a variable circumstance), and for every decision step, state the actual criteria for making that call rather than leaving it to instinct — an SOP that says "use your judgment" at a step has usually just failed to do the actual work of specifying the decision rule. For every item in the common-mistakes list, find the step where that mistake would actually occur and add a specific recovery instruction right at that step — what to do if it's caught immediately versus what to do if it's discovered later, since the two often require different fixes. Assume the person following this SOP has never done the task before and cannot ask me questions in the moment — if a step assumes context that isn't stated in the SOP itself, add it rather than assuming it's obvious. Note explicitly which step, if skipped or rushed, would cause the most damage, so a time-pressured reader knows exactly where not to cut corners.

WHAT NOT TO DO
Do not write a step that says "use your best judgment" without specifying the actual decision criteria. Do not omit recovery instructions for a known common mistake just because it seems obvious to you.

OUTPUT FORMAT
Numbered steps: action, expected outcome/how to verify it worked, mechanical or judgment-required (with criteria if judgment), recovery instruction if this is a step where a listed mistake commonly occurs. End with one line flagging the highest-stakes step.

Customize

Optional — swap in your own details for the highlighted parts above.

Why this works

A generic "write me an SOP" request produces a clean list of happy-path steps because that's the easiest coherent structure to generate from a task description, and a model isn't naturally prompted to invent the failure cases on its own unless the task description happens to mention them — explicitly supplying a common-mistakes list and requiring a recovery instruction be attached at the exact step where each mistake occurs forces the SOP to cover the actual failure surface of the task rather than just its intended path, which is the entire difference between a document that helps in the calm case and one that helps when something has already gone wrong. Requiring an explicit "how would you know it worked" check at every step targets a specific gap in naive SOP generation: steps described as actions ("set up the payment method") don't tell the reader how to verify the action actually succeeded, and a first-time user with no prior context has no way to distinguish a step that appeared to work from one that actually did — stating the verification criterion at each step closes that gap directly. Distinguishing mechanical steps from judgment-required ones, and demanding real decision criteria rather than allowing "use your judgment" as an answer, matters because that phrase is exactly where SOPs quietly fail new employees — it's the point where the document silently hands the hard part of the task back to someone who, by definition of needing an SOP at all, doesn't yet have the experience to exercise that judgment; forcing the model to specify the actual decision rule does the harder work the vague phrase was skipping. Flagging the single highest-stakes step explicitly matters because a flat numbered list gives every step equal visual weight regardless of actual consequence, and a new employee working under time pressure has no way to know, without being told directly, which step is the one place they absolutely cannot cut a corner.

What you get back

Step 3: Set up payment method in Stripe. Expected outcome: a successful test charge confirmation appears in Stripe before proceeding — do not proceed on account creation alone. Judgment required: no, mechanical verification. Recovery: if the client is later found active without a verified charge, immediately pause the account in the CRM and re-run verification before re-activating — do not wait for a billing cycle to surface the issue.

Highest-stakes step: Step 3 (payment verification) — skipping this is the single most common source of downstream billing disputes.

Verified against

ChatGPT GPT-5.1 · 2026-08-14

Changelog

  • 2026-08-14 — Initial publish, verified against ChatGPT GPT-5.1.

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