ai-slop-cleaner
Free[OMX] Run an anti-slop cleanup/refactor/deslop workflow
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[OMX] Canonical repo-local DESIGN.md workflow for product, UI/UX, and frontend decision source of truth
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See how to installReview the instructions the agent will receive before you install.
Use $design to discover product and UI evidence, close only design-critical context gaps, and create or refresh the repository’s durable DESIGN.md contract. It is a maintained design brief, not a pixel-matching loop or one-off critique.
Shared operating, delegation, state, hook, team, cancellation, and verification invariants live in AGENTS.md. Follow that source instead of duplicating its rules here.
Do not use it for visual-reference implementation matching (use $visual-ralph), screenshot comparison alone, or backend/infrastructure work without user-facing design impact.
$visual-ralph$design owns product goals, users, information architecture, visual language, components, accessibility, constraints, and open questions in DESIGN.md. $visual-ralph owns implementation against an approved visual reference or live-URL baseline, measured verdicts, and pixel-diff evidence. Run $design first when both are needed; DESIGN.md supports but does not replace the visual verdict target.
Inspect and cite existing DESIGN.md, design/UX/frontend docs, README/specs/issues, routes/pages/layouts/components/stories, theme and token files, assets, screenshots/mockups, Storybook or Playwright baselines, and accessibility/responsive/i18n/platform constraints. Separate observations from inferences; note absent evidence.
Ask concise questions only for gaps the repository cannot resolve: users/jobs, goals/non-goals, brand personality and forbidden aesthetics, primary flows, accessibility/device/browser targets, or unavailable assets/references. If answers are unavailable, record explicit assumptions and open questions rather than blocking.
DESIGN.mdPreserve useful content, remove contradictions, mark unknowns, and keep decisions actionable. The root file must contain these sections:
Status (Draft | Active | Needs refresh), date, product surfaces, evidence reviewed.
Personality, trust signals, avoid.
Goals, non-goals, success signals.
Primary personas, user jobs, contexts of use.
Navigation, routes/screens, content hierarchy.
Principles and tradeoffs.
Color, typography, spacing, shape/elevation, motion, imagery/iconography.
Existing/new components, variants/states, token ownership.
Target standard, keyboard/focus, contrast, semantics, reduced motion/sensory concerns.
Breakpoints/devices, layout adaptations, touch/hover differences.
Loading, empty, error, success, disabled, offline/slow network where applicable.
Tone, terminology, microcopy rules.
Framework/styling, tokens, performance, compatibility, test/screenshot expectations.
[ ] question, owner, and impact.
Before UI decisions, cite relevant DESIGN.md sections, reuse documented components/tokens, and update the file or add an open question when implementation exposes a contradiction. Do not invent a parallel design-system layer.
For normal frontend work, provide the relevant sections, repo evidence, and acceptance criteria. For visual-reference, image, or live-URL matching, hand off to $visual-ralph with the approved baseline and identify DESIGN.md as supporting context only.
Complete only when design docs/assets/components/screenshots were inspected or noted absent; missing context is answered, assumed, or listed; root DESIGN.md contains every required section; recommendations cite it; and any Visual Ralph handoff is clearly separated from design governance.
Task: {{ARGUMENTS}}
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[OMX] Run an anti-slop cleanup/refactor/deslop workflow
The English summary is being prepared. Showing the original description.
[OMX] 只读调查跨文件的行为、原因或架构问题,提供源码证据与不确定性。单文件查找无需此流程。
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[OMX] Ask a local external advisor CLI (Claude or Gemini) and capture a reusable artifact
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[OMX] Supervise deep interview, consensus planning, and durable goal execution for explicit hands-off delivery.
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[OMX] Stateful validator-gated research loop with native-hook persistence
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[OMX] Bounded best-practice research wrapper using official/upstream evidence first
The English summary is being prepared. Showing the original description.