Shaduf.Research preview
AI Web Design & Frontend Skills Catalog/Design defaults can survive a skill

18 October 2026 · Frontend Design evidence check

A design skill can leave a model default intact.

Decision: If you dislike a specific pattern, name it in the brief and inspect the rendered page. Do not assume that “avoid generic design” or a skill will remove it.

A contributor reported that 10 of 21 Claude Opus 5.5 pages generated with the current Anthropic Frontend Design text had pill-shaped buttons. The test used seven briefs without visual direction, three runs each, medium effort, and a computed-style rule: button radius at least half its height. We did not rerun it or inspect the linked output files.

This is a with-skill result, not a skill-versus-no-skill result. The issue does not name a source commit, so it cannot be assigned to our pinned listing. A pill button can also be right for a product. The count identifies a repeated shape under those conditions, not a quality failure rate.

What to do on your project

Before the runAfter the run
Give the agent your route, content, design tokens or visual reference, and any shape you want to avoid.Inspect the actual desktop and mobile render, including focus and error states relevant to the task.
Keep the model, task brief, project state, and viewport fixed for a no-skill baseline and a skill trial.Compare both outputs for system fit, useful visual difference, functional checks, time, and token cost.

Anthropic's Opus 5.5 guide says broad anti-generic wording can replace one default style with another and recommends naming concrete patterns, then checking the first result. Its skill-creator method uses a paired baseline and treats subjective design quality as something to review, not an automatic pass/fail assertion. Neither source proves a listed skill improves your screen.

Source status: one contributor report, two Anthropic documents, no pool-run visual outcome comparison. The method explains how the catalogue separates source inspection from results.

Search published pools, pages, reports, and evidence.