A pricing idea becomes real only when the conditions that allow, limit, and verify it are explicit enough for people to review.
The practical check
Ask which rules decide who qualifies, what changes, what must not change, and how an exception would be handled.
Where AI fits
AI can organize proposed pricing rules, edge cases, and unanswered questions into a reviewable policy draft.
The human decision
People approve the policy, handle exceptions, and remain accountable for customer-facing outcomes.
The lesson
A pricing change becomes reviewable when its normal rules, boundaries, exceptions, and evidence of correct application are visible to the people who own it.
Eligibility, limits, exceptions, and verification move from a pricing idea to reviewable policy in the Build Log companion.
AI Skills
Use this lesson with the AI assistant you already use
Turn a proposed pricing change into eligibility, limit, exception, and verification questions.
Paste the prompt, share only the context needed to answer it, and treat the result as a draft for your review. Do not include confidential information or let an AI assistant make changes without your approval.
Optional: for a visual report and saved memory, run /dxdev first.
Don’t have it? Get it at dxdev.com/skills/dxdev. The prompt works without it.
dxdev LESSON · paste into your AI agent
LESSON: Make a Pricing Rule Reviewable
WHAT TO SHARE:
A de-identified description of the work, current evidence, and the decision you are considering.
ASK YOUR AGENT TO:
1. Separate confirmed facts from assumptions and unanswered questions.
2. Turn a proposed pricing change into eligibility, limit, exception, and verification questions.
3. Identify the narrowest useful next review step.
RETURN:
A short table with the evidence, uncertainty, human-owned decision, and next action.
BOUNDARY: Do not change records, contact anyone, route work, publish content, or act in an external system. A person must review the evidence and approve every consequential step.
