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Design ux

Skill connerkward/deterministic-design-skill/design-ux

UX / usability audit — heuristic evaluation of INTERACTIVE UIs (not just visual polish). Load with design when a UI "feels off", "sucks to use", is hard to learn, needs an instruction wall, or before shipping an interactive tool/editor/app. Scores the RENDERED UI against Nielsen's 10 + interaction heuristics via a SEPARATE fresh-eyes judge and returns a prioritized, severity-ranked fix list. Usability ≠ aesthetics — a beautiful UI can still be unusable; this audits the interaction.From its SKILL.md

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npx -y skills add connerkward/deterministic-design-skill --skill design-ux

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SKILL.md

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design-ux — usability audit (heuristic evaluation)

Usability ≠ aesthetics. design-system/design-spatial make it look right; this checks whether a first-timer can do the task without being told how. Use it whenever a UI "sucks to use," needs a paragraph of instructions, or before shipping anything interactive.

Rule 0 — fresh eyes, on the rendered artifact (inherited from design-spatial §1)

Never self-grade. The builder rationalizes its own UI. Render the live UI in its default first-load state (not a hand-arranged screenshot), capture an interaction trace of the primary task, and have a separate judge (a subagent/VLM that did NOT build it) score it. A described list of changes is not an audit — the audit is a fresh judge hunting for what's wrong on the real screen.

The procedure

  1. Name the primary task(s) the UI exists for (e.g. "trim a clip and set its speed, then export"). The audit is relative to these, not to abstract prettiness.
  2. Render default state + trace the task. Screenshot the first-load UI (wide AND narrow — overflow gate from design-spatial §2). Then actually perform the primary task and screenshot each step.
  3. Score every heuristic (table below) on the artifact: pass / violation, severity (blocker / major / minor), a specifically located finding, and a concrete fix. Separate judge does this.
  4. Prioritize: blockers → majors → minors; cluster fixes that touch the same surface.
  5. Fix, then RE-RENDER and RE-SCORE. Do not claim fixed without re-auditing the new artifact (verify-outputs-rule).

Heuristics — score each (Nielsen's 10, 1994) + interaction add-ons

#Heuristic (Nielsen)What to check in THIS UI
1Visibility of system statusEvery action has visible feedback; current state/selection/mode always legible; progress for slow ops.
2Match the real worldKnown metaphors & conventions (e.g. NLE: clips, trim handles, playhead) — not bespoke gestures users must learn.
3User control & freedomUndo/redo, cancel, clear exits from any state; reversible by default.
4Consistency & standardsSame thing looks/behaves the same; platform conventions (⌘Z, Delete, drag-to-move) honored.
5Error preventionInvalid states made impossible; destructive actions confirmed or trivially undoable.
6Recognition over recallOptions/affordances visible — no memorizing. An instruction wall is a failure of this heuristic: if you must explain scroll-to-zoom / drag-edge / double-click in prose, the affordance is missing.
7Flexibility & efficiencyDefaults carry novices; shortcuts/accelerators for experts; sensible first-run with nothing configured.
8Aesthetic & minimalistSignal over chrome; no irrelevant elements competing; the primary surface carries the most visual weight.
9Recognize/diagnose/recover from errorsPlain-language errors (not raw stderr), and a path out.
10Help & documentationRarely needed if 1–9 hold; task-oriented, in-context, not a top-of-page lecture.

Interaction add-ons (compose, don't restate):

  • Don't-make-me-think (Krug): affordances self-evident; the UI teaches itself. Instruction paragraph ⇒ affordance debt (ties to #6).
  • Fitts / transit time (design-spatial §3): controls sit near where the task leaves the cursor. A selected object's properties belong adjacent to the object (dock/popover), not in a far panel — every edit shouldn't be a round-trip.
  • Discoverability of gestures: any non-obvious gesture (wheel, edge-drag, dbl-click) needs a visible affordance (handle, hover cue, icon) or it doesn't exist for most users.
  • Visual-weight match (design-spatial): the surface the user operates (timeline, canvas, editor) should be the visual hero — not a thin strip under a big passive preview.
  • Progressive disclosure (design-thinking UX): essentials first; advanced on demand. But disclosure ≠ hiding the primary tool.
  • Tooltip timing: delay the first tooltip in a group (~300–700ms hover-intent) so sweeping the cursor over controls doesn't flash tips; once one is open, peers show instantly (no per-tooltip re-delay) while the user scans the row. Fires-on-every-hover is noise; re-delays-on-each-neighbor is sluggish.
  • Scroll-position restore: Back/Forward returns the user to where they were, not the top — losing place after a detail→back trip is a silent, repeated tax. Browsers do this by default; the bug is breaking it with manual scroll resets or client routing that forgets.
  • Idempotency on submit: mutating actions carry an idempotency key so a double-click, retry, or flaky-network resend can't duplicate the effect (a second charge, a duplicate post). Pairs with "disable submit during the in-flight request + spinner" — the key is the server-side guarantee, the disable is the client-side courtesy.

(Tooltip / scroll-restore / idempotency from the Web Interface Guidelines, vercel-labs/web-interface-guidelines @ 4e799d4, 2026-04-06.)

Output format

A scored table — Heuristic | Finding (located) | Severity | Fix — then a prioritized fix list (blockers first). Severity: blocker = can't complete the task / actively misleading; major = slows or confuses; minor = polish.

Relation to the rest of design

  • design-spatial owns the render-then-critique mechanism + Fitts/transit + overflow gate; this skill applies that lens to usability specifically and adds the heuristic scorecard.
  • design-thinking owns the UX principles (goals/tasks, IA, feedback, accessibility, progressive disclosure); this skill turns them into a scored audit + fix loop.
  • Run a usability audit before declaring an interactive UI "done" — alongside the visual critique, not instead of it.

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Just SKILL.md. No reference files, no scripts.

Gives 0 of the 12 instructions most design frontend skills give in ~1.4k tokens

Counted across 1,169 of the 1,878 authors here whose files we hold, read 2026-08-07

  • Use CSS variables for color consistencyin 72 of 1169, across 23 files
  • Commit to one bold aesthetic direction before codingin 72 of 1169, across 27 files
  • Match implementation complexity to the aesthetic visionin 70 of 1169, across 20 files
  • Add atmospheric background effects and texturesin 57 of 1169, across 9 files
  • Use unexpected spatial compositions and layoutsin 56 of 1169, across 8 files
  • Implement real working codein 55 of 1169, across 7 files
  • Vary themes and aesthetics across different designsin 48 of 1169, across 7 files
  • Launch chromium in headless modein 47 of 1169, across 4 files
  • Close the browser when donein 47 of 1169, across 4 files
  • Run provided scripts with help flag firstin 47 of 1169, across 4 files
  • Wait for network idle statein 47 of 1169, across 4 files
  • Use descriptive selectors for elementsin 47 of 1169, across 4 files

Said here and by no other author read

  • render the UI in its default first-load state
  • trace the primary task and capture each step
  • use a separate judge to score the heuristics
  • prioritize fixes as blockers then majors then minors
  • cluster fixes touching the same surface
  • run a usability audit before declaring an interactive UI done

Grouped from the skills themselves: near-identical wordings counted once, and counted by distinct author, so one author publishing three of these counts once. Length counted with cl100k_base; the agent that loads this file may tokenize it differently.

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