01
Cluster findings by fix pattern
Tickets shouldn't be one line per pixel.
Made for Engineers
Turn an Accessibility Audit Into a Fix List Engineering Can Ship
Also useful for: Engineering Managers, UX Designers, people in Technology
30 min
Intermediate
Technology
Engineer
Career outcome:
Avoid Professional Risk
Convert audit findings into ranked tickets with acceptance criteria, not shame slides.
We'll use them to write your prompt.
Completed ✓
Make Your Play
Give us the situation. We’ll build the prompt.
Raw audit dumps overwhelm squads.
Your answers save as you type.
What you'll do
This is the plan inside your prompt. Add your details first. Then follow these steps with ChatGPT or Claude.
02
Prioritize by user block vs polish
Not everything is launch-blocking.
03
Write ticket-ready acceptance criteria
Devs need done, not lectures.
04
Recommend the first slice
Ship proof, not a perfect backlog.
Make Your Play
Turn an Accessibility Audit Into a Fix List Engineering Can Ship
Tell us what the prompt needs to know
Start with the questions below. Each answer personalizes the playbook and builds the prompt you’ll use at the end.
Your situation
Critical/major/minor counts, pages affected, WCAG refs if listed.
0/10000
Flows, apps, components that must ship first.
0/10000
Squad time, release deadlines, component library ownership.
Legal, enterprise deal, public sector, brand promise.
This playbook was updated. Review your inputs before copying.
What you'll do
Check a step when you finish it.
01
Cluster findings by fix pattern
Tickets shouldn't be one line per pixel.
02
Prioritize by user block vs polish
Not everything is launch-blocking.
03
Write ticket-ready acceptance criteria
Devs need done, not lectures.
04
Recommend the first slice
Ship proof, not a perfect backlog.
Fill in the fields above to generate your prompt preview.
Assembled prompt
Beginner instructions
Fill the fields with this week’s real details. Incomplete notes beat invented polish.
Run the assembled prompt, answer follow-ups with specifics, then copy the deliverable into your own doc and verify names and numbers.
Advanced instructions
Add constraints the model can’t see: politics, licensing, cash timing, union rules, or family bandwidth.
After the first pass, ask it to attack the weakest assumption in the draft.
Use this when
An audit landed, legal asked for a remediation plan, or a release blocked on accessibility.
You'll need
- Audit findings summary
- Product surfaces in scope
- Engineering capacity
- Compliance or customer driver
You'll get
- A a prioritized fix list with WCAG refs, owners, and a first shippable slice you can use without rewriting it from scratch.
By the end of this playbook
You will have:
- A a prioritized fix list with WCAG refs, owners, and a first shippable slice you can use without rewriting it from scratch.
Examples
Progress 1 of 4