Proven skills / Compare

Design vs Testing · both proven

design-system vs systematic-debugging

Both skills were run through Claude twice: once on a fixed brief without the skill, once with it. The briefs differ because each is written for the job the skill claims to do, so compare each skill against its own baseline, then decide which difference matters for your work. They are in different categories, so this is a choice of job, not a head-to-head on the same job.

design-system

Token architecture, component specifications, and slide generation. Three-layer tokens (primitive→semantic→component), CSS variables, spacing/typography scales, component specs, strategic slide creation. Use for design tokens, systematic design, brand-compliant presentations.

Category
Design
Source
nextlevelbuilder/ui-ux-pro-max-skill
License
MIT
Proof model
claude-opus-5-5
Brief
“Create the design system for Ledgerline, bookkeeping software for freelance designers, as a single HTML page: color tokens with light and dark values, a type scale, spacing and radius tokens, and live examples of buttons, inputs, a table row, a toast and a card built only from those tokens.”
Skill commit
bf41cbc
Without the skillWith design-system
⇆
Without, runWith design-system, run3 independent runs per side, none selected by hand.

Download the with-skill page

systematic-debugging

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes

Category
Testing
Source
obra/superpowers
License
MIT
Proof model
claude-opus-5-5
Brief
“A Node.js API returns 500 for about 1 in 200 requests to POST /orders. Logs show 'TypeError: Cannot read properties of undefined (reading "id")' at orders.js:48, which reads req.user.id. The route is behind an auth middleware. The failures started after a deploy that added a 30-second cache on the session lookup. Present your diagnosis and fix as a single HTML page: what you checked, in order, the root cause, the code change, and how you would confirm it is fixed.”
Skill commit
bb92a77
Without the skillWith systematic-debugging
⇆
Without, runWith systematic-debugging, run3 independent runs per side, none selected by hand.

Download the with-skill page

We don’t pick a winner for you: the pages are the evidence. Both proofs can be repeated with the brief, model and commit shown above. See alternatives to design-system or alternatives to systematic-debugging.