Remove AI-generated code smells (slop) from branch changes or an explicit file list. Locks behavior with regression tests FIRST, then runs categorized cleanup via parallel `deep` agents in batches of 5, then verifies with quality gates. Covers 10 slop categories including performance equivalences, excessive complexity (object annotations, if/elif variant chains), and oversized modules (250+ pure LOC with mandatory modular refactoring). MUST USE when the user asks to "remove slop", "clean AI code", "deslop", "clean up AI-generated code", "remove AI slop", or wants to clean up AI-generated patterns from recent changes. Triggers - "remove ai slops", "clean ai code", "deslop", "cleanup AI generated", "remove AI slop", "clean up AI-generated code", "strip slop", "ai-slop cleanup".
日本語の概要は準備中です。原文の説明を表示しています。
code-yeongyu/lazyclaudecode☆ 172026年5月29日 更新
Objectively evaluate a UI/web design against the pols.dev anti-slop design law: detect catalogued slop tells with cited evidence, score 8 weighted axes (color, type, components, layout, motion, execution, signature, cohesion), and emit a Slop Report with a 0–100 Slop Index and grade. Use when the user asks to "evaluate design slop", "slop report", "is this design AI slop", "audit this landing page design", "de-slop review", or wants an objective score of how generic/machine-made a design looks. To fix text (not design), use human-ai or humanizar skills instead.
日本語の概要は準備中です。原文の説明を表示しています。
fabricioctelles/skills☆ 1072026年10月12日 更新
日本語の文章 (Markdown・テキスト) から「AI 臭さ」(LLM の文章に特有の定型句・単調な文のリズム・ 見出しと箇条書きだけの体裁) を検出する CLI。日本語の文章を書いた・直した後の見直し、 AI が書いたような文を自然にしたいとき、推敲・校正・AI っぽさのチェック、改稿の前後の比較 (数字や固有名詞が消えていないか・同じ直しを一律に当てていないか) の場面で発動。コードに書いた 日本語のコメント・静的な文字列・JSX/HTML の表示文言 (コードのファイルも直接検査できる) や、gws で Google ドキュメント・スプレッドシートに書き込む文章の見直し、noslop のフックが指摘を返した・ gws の書き込みを止めたときの対応にも使う。 noslop check --report brief --format toon で直す箇所を少ないトークンで受け取り、 改稿のルールに従って効果の大きい箇所だけを直す。直した後は noslop diff で 1 回だけ確かめる。
owayo/noslop☆ 122026年10月12日 更新
De-slop pass for any text. Scans for the statistical fingerprints of AI writing (negative parallelism / "not X but Y", em-dash density, rule-of-three, false ranges, puffery vocabulary, uniform cadence, hedged both-sidesing), rewrites by meaning, then re-scans until the text is clean and sits in the right register for its genre: academic article, tweet, reddit post, email, blog, docs, marketing. Use when the user says "deslopify", "deslop", "de-slop this", "remove the AI tells", "humanize this", "make this not sound like AI", or invokes /deslopify. Also use before publishing any agent-drafted prose.
日本語の概要は準備中です。原文の説明を表示しています。
JuliusBrussee/skills☆ 1642026年8月7日 更新
日本語文章のAI臭(slop)を検出し、書き手のいる文章に直す。読みにくさ(一文の長さ、語順、読点、漢字連続、翻訳調)の推敲も扱う。日本語で記事・note・ブログ・報告書・メール・議事録・スライド原稿・論文・返答を「書く」「直す」「校正する」「レビューする」「人間っぽくする」「AI臭を消す」「humanize」「de-slop」ときは、明示的に頼まれなくても必ずこのスキルを使う。読者に「AIっぽい」と言われた文章の修正、公開前チェック、英語・日本語の臨床研究論文の執筆と推敲にも使う。語彙リスト(「効く」「強い」「重い」「浮き彫り」「これにより」、全角ダッシュなど約300項目)と、文長・段落構造・「〜ではなく」比率を機械的に測る scripts/check.py を含む。
nakashimatakaya/deslop-ja☆ 52026年9月4日 更新
現在のブランチの変更差分だけを点検し、冗長なコメントや不要な防御処理、型の強引な変換、周囲と合わない書き方を、動作を変えずレビュー前に整理するスキル。
- AI生成コードの冗長コメント整理
- 不要な防御処理や型変換の点検
- 変更箇所を周囲の書き方にそろえる
openclaw/openclaw☆ 39.2万2026年10月13日 更新
Remove AI writing patterns from prose. Use this skill when writing, drafting, editing, reviewing, or revising any text to eliminate predictable AI tells, slop, and formulaic patterns. Trigger this skill whenever the user asks to "deslop", "de-AI", "make it sound human," "remove AI patterns," "remove AI tropes," "clean up AI writing," fix "slop," "deslop" text, or review prose for authenticity. Also use when the user asks you to write or draft anything and wants it to sound natural rather than AI-generated. Common use cases include scientific writing (manuscripts, abstracts, cover letters, grant narratives, discussion sections, peer review responses), blog posts, newsletters, memos, reports, and any other substantial prose.
日本語の概要は準備中です。原文の説明を表示しています。
brycewang-stanford/Auto-Empirical-Research-Skills☆ 4,5992026年10月12日 更新
Find and remove AI slop — the generic, machine-default visual and copy tics of vibe-coded products — from a web project. Use when the user asks to "kill AI slop", "de-slop", "remove the AI look", "make this not look AI-generated", or clean up a landing page / UI / docs that feels templated. Detects and fixes the catalogue of tells: indigo→violet gradients, gradient-clip headlines, the default semantic palette, one-hue status boxes, atmospheric gradients, serif-italic emphasis, highlighted keywords, AI copywriting voice ("not just X — it's Y"), emoji everywhere, glowing status dots, wobbling spinners, colored-left-border callouts, pastel icon tiles, glassmorphism, over-rounding, oversized shadows, borders that die at corners, badge & pill spam, AI-drawn SVG icons, kickers over every heading, flat type hierarchies, invented stat rows, 01/02/03 section markers, cards nested in cards, the default Inter/Space Grotesk look, and more. Works on HTML/CSS, React/Vue/Svelte/Astro, Tailwind, PHP, and Markdown copy.
日本語の概要は準備中です。原文の説明を表示しています。
yetone/kill-ai-slop☆ 1,3512026年9月15日 更新
Detect and fix AI-generated writing patterns (slop). Comprehensive detection with 50+ patterns across 3 severity tiers, structure weighted above lexical tells, scoring system, and editor mode that directly fixes problems. Use when scanning any content for AI tells, auditing drafts before publishing, checking if writing "sounds like AI", humanizing AI-generated text, or verifying content authenticity. Trigger on "check for slop", "does this sound like AI", "humanize this", "AI audit", "slop check", "clean up AI writing", or any request to detect/remove artificial-sounding patterns. Also use proactively before publishing any AI-assisted content.
日本語の概要は準備中です。原文の説明を表示しています。
aplaceforallmystuff/the-antislop☆ 332026年8月19日 更新
Catalog-then-fix slop removal on an existing prose draft. Parallel catalog subagents inventory four slop categories (theatrics, overwrought register, corrective antithesis, dramatic short sentences), fix subagents repair only what a catalog names, mechanical lint + frequency analysis bracket the run, and a regression gate (lint delta, word count, cold meaning check) decides whether the result ships. Use when the user says "deslop this draft", "catalog deslop", "strip the AI patterns from this file", or as the final stage of the article-factory and mosaic-writing skills. For writing or redrafting prose from scratch, use the prose skill instead - this skill only repairs an existing draft in place.
日本語の概要は準備中です。原文の説明を表示しています。
av/skills☆ 192026年10月12日 更新
Use before finishing a change, or when asked to clean up, review for slop, drift, stale docs, or duplicated rules — runs the deterministic unslop lint and, for prose-level slop, delegates to the unslop-reviewer agent.
日本語の概要は準備中です。原文の説明を表示しています。
asuka1975/cradle☆ 42026年10月1日 更新
Anti Slop: Rules for AI Coding Agents. The core filter. Load always to stop generic AI slop.
日本語の概要は準備中です。原文の説明を表示しています。
miqdadbadjuber/anti-slop☆ 5,9772026年10月12日 更新
Install, configure, update, or upgrade vendored anti-slop Oxlint plugins. Use when adding anti-slop, picking up upstream rules or fixes, or migrating an existing installation while preserving local customizations.
日本語の概要は準備中です。原文の説明を表示しています。
dmmulroy/anti-slop☆ 5,4712026年9月10日 更新
[omh] Messy or AI-generated code to clean up: delete AI-generated slop, dead code, and duplication while observable behavior stays identical. Use when the user says: ai-slop-cleaner, cleanup, deslop, refactor, risky, behavior-preserving refactor, risk analysis, refactor workflow.
日本語の概要は準備中です。原文の説明を表示しています。
rlaope/oh-my-hermes☆ 3,3552026年10月13日 更新
Use when the user wants to humanize text, trim slop, de-AI or de-slop writing, remove AI tells, fix robotic or ChatGPT-sounding prose, or make writing sound human and natural. Also run before delivering a CV, cover letter, email, report, or essay to be sent. Removes 71 documented AI-writing patterns with a local detector, preserves numbers, names and citations, and rebuilds toward a human voice rather than a flat husk. Mode-aware, so it never fabricates voice on factual content.
日本語の概要は準備中です。原文の説明を表示しています。
seyedehsanhadi/sloptrim☆ 3132026年10月6日 更新
Edit drafts into natural prose, inspect AI-sounding patterns, or review how a specified audience might respond passage by passage. Zero Slop runs inside the user's existing AI assistant with local tools that protect source details. Use for humanizing or de-slopping writing, polishing outward-facing prose, social drafts, final editorial checks, or an explicit simulated reader review. Preserve facts, voice and format; reader simulations are hypotheses, not human feedback.
日本語の概要は準備中です。原文の説明を表示しています。
manavmishra/ZeroSlop☆ 1332026年10月6日 更新
Suede Slop Stop: Suede Labs context-aware anti-slop pass for finished prose. Find or remove generic filler, manufactured emphasis, false agency, formulaic structure, chat and draft residue, and formatting applied by rule, without flattening the author's voice. Use before copy, a README, an email, a social post, or a doc ships; after a long assisted-writing session; or for a findings-only slop audit. NOT FOR: writing new copy (use suede-copy); deciding whether a person or model wrote text; changing or certifying facts, which require primary evidence.
日本語の概要は準備中です。原文の説明を表示しています。
JasonColapietro/suede-creator-skills☆ 1272026年10月12日 更新
Review code for AI slop patterns. TRIGGER when user says "review for AI slop", "check for AI patterns", "clean up AI code", "audit AI-generated code", or "review AI slop".
日本語の概要は準備中です。原文の説明を表示しています。
archibate/dotfiles-opencode☆ 1082026年4月29日 更新
Rewrite machine-written text so it reads like a busy human wrote it: cut 50-70%, break the even rhythm, drop AI-tell words and filler, keep facts and protected terms. Use before publishing any post, reply or email drafted by a model. Triggers: /ai-slop, /slop, humanize, anti-slop, make it shorter and alive.
日本語の概要は準備中です。原文の説明を表示しています。
tonydzi/second-brain-starter-kit☆ 82026年10月12日 更新
Audit, grade, rewrite, and issue funny evidence-backed tickets for generic AI-slop patterns in prose, social posts, UI/design, and code. Use when asked to de-slop writing, humanize AI copy, grade a draft, review a landing page or generated interface, remove vague claims and repetitive rhetoric, inspect AI-written code for generic abstractions and happy-path-only logic, or ticket someone for a specific quality offense. Do not use to determine whether AI authored something.
日本語の概要は準備中です。原文の説明を表示しています。
howshannon/slop-cop☆ 82026年7月30日 更新
Remove AI writing patterns and enforce rigorous technical-prose conventions in Japanese. Derived from hardikpandya/stop-slop + k16shikano japanese-tech-writing. NEVER 33 + 論証と構成の規範 + 用語と register の自然さ + クイックチェック 28 + 5 軸スコアリング + 翻訳調 AI 語の検出を含む。Use when drafting, editing, or reviewing Japanese text to eliminate predictable AI tells and tighten argumentation.
kyaukyuai/stop-slop-ja☆ 62026年10月5日 更新
Removes AI-generated code smells from branch changes or an explicit file list behind regression tests. Use when the user asks to clean up, deslop, or remove AI-slop patterns from recent changes.
日本語の概要は準備中です。原文の説明を表示しています。
code-yeongyu/oh-my-openagent☆ 7万2026年10月13日 更新
Autonomous Principal Design Technologist. Cures vibe-coded software from AI frontend slop using curated token archetypes and 7-axis quality gating.
日本語の概要は準備中です。原文の説明を表示しています。
sickn33/agentic-awesome-skills☆ 4.8万2026年10月13日 更新
Stop coding agents from shipping generic UI. Use UIZZE's 800,000+ real web and iOS screens to build product-specific interfaces, define a design contract, cover required states, and run a hard finish gate. Use when designing, implementing, redesigning, critiquing, or pre-ship reviewing a web or iOS interface in Codex, Claude Code, Cursor, Copilot, or another coding agent. Trigger with "anti-ui-slop", "stop UI slop", "ground this UI in real screens", or "run the UI finish gate".
日本語の概要は準備中です。原文の説明を表示しています。
github/awesome-copilot☆ 4万2026年10月12日 更新