Audience
Who's reading this UI and what they came to do.
Design judgment is still yours. ADS is templates, skills, and checks your coding agent reads while it works on UI. Use the whole kit, or copy one useful piece.
give this to your agent
01
Name what the user is doing, what the UI must make obvious, and the operational state the screen has to create. The builder fills this before generating anything.
templates/outcome-template.md- accomplish: what the user needs to do- notice: what the UI must make obvious first- feel: confident / calm / oriented / safe alignment check: notice → feel → accomplish
02
What the agent reads before writing anything. Project context, hard constraints, and the states that must be in scope. A visual reference is optional and only when it actually matters.
Who's reading this UI and what they came to do.
Domain nouns, core workflows, hard constraints.
Loading · empty · error · focus · mobile.
Screenshots or sites that matter — optional.
templates/project-identity-template.md · presets/ · reference-intake-contract.md
03
Define what good means for this specific task before the agent builds. The task-specific criteria do most of the work. The default quality lens is the floor, not the whole judgment.
task-specific criteria
written in outcome-template.md
+ default quality lens (floor)
in grader-report-template.md
04
Receipts, not promises. Files changed, checks run, screenshots, run report fields. The agent attaches the artifacts before saying “done.”
checks against the file the agent wrote$ python3 anti-pattern-check.py App.tsx PASS state-check PASS accessibility-check - files: list of paths changed- screenshots: desktop + mobile attached- score: judge total / 50
templates/run-report-template.md · skills/design-review/scripts/
05
A separate pass scores the evidence against the rubric. Three verdicts. The builder does not ship on its own — the grader (or you) decides.
Ships. The evidence cleared the rubric.
Builder iterates against the grader's note. Regrades.
Stops out. Escalate to a human reviewer.
templates/grader-report-template.md
Get started
The kit is plain markdown, scripts, and templates. Use the whole thing, or copy one useful piece into your repo. Open source, MIT.