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Louis Rossmann anti-AI-slop rules for prose (README, docs, MDX, PRs, blog). From realrossmanngroup/no_ai_slop_writing_rules. Use when writing or editing any user-facing text. Not for code generation.
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
Anti-AI-slop design skill for greenfield pages, audits, redesigns, and design extraction from URLs or screenshots. Use when the user asks to build a new app or landing page, wants to redesign something, invokes Hallmark by name, or uses audit/redesign/study. Room TBA: also read references/room-tba.md before map chrome, sidebar, or editor UI work.
Use when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize, extract, or otherwise improve a frontend interface. Covers websites, landing pages, dashboards, product UI, app shells, components, forms, settings, onboarding, and empty states. Handles UX review, visual hierarchy, information architecture, cognitive load, accessibility, performance, responsive behavior, theming, anti-patterns, typography, fonts, spacing, layout, alignment, color, motion, micro-interactions, UX copy, error states, edge cases, i18n, and reusable design systems or tokens. Also use for bland designs that need to become bolder or more delightful, loud designs that should become quieter, live browser iteration on UI elements, or ambitious visual effects that should feel technically extraordinary. Not for backend-only or non-UI tasks.
Write structured handoff prompts when ending a session or delegating to another agent (Claude, Codex, Cursor). Use when user says handoff, delegate, continue in new chat, or epic spans multiple sessions.
Review diffs for over-engineering only — delete, stdlib, native, yagni, shrink. Use after a fat agent diff, before merge, or when user says ponytail-review, simplify review, what can we delete. Codex/Claude: use @ponytail-review plugin skill when installed.
Default workflow for smmariquit repositories. Use at the start of any task — read README, match conventions, minimal diffs, no secrets in commits, verify before redoing infra work. Check for stack-specific skills in this repo (.cursor/skills/).
Implements and debugs Room TBA contributor edit proposals (suggest an edit, review queue, approve/reject, create proposals). Use when working on edit_proposals, proposal-service, Suggest an edit UI, admin review routes, proposal edge cases, or issue
| name | no-ai-slop |
| description | Louis Rossmann anti-AI-slop rules for prose (README, docs, MDX, PRs, blog). From realrossmanngroup/no_ai_slop_writing_rules. Use when writing or editing any user-facing text. Not for code generation. |
Upstream: https://github.com/realrossmanngroup/no_ai_slop_writing_rules
Read .cursor/rules/no-ai-slop.mdc before drafting prose.
| Slop | Fix |
|---|---|
| "This significantly impacted users." | "Apple replaced 11 million batteries in 2018." |
| "Furthermore, the policy was robust." | "The FTC voted 5-0 in July 2021 to enforce repair restrictions." |
| "The Hidden Cost of Repair Bans" | "Economic impact of manufacturer repair restrictions" |
| "It's important to note that…" | Start on the fact. |
| "Not just a tool — a paradigm shift" | State what actually changed, with evidence. |
eductools writing-tone.mdc and this rule align: specific, cited, no glaze.