# [048] "De-AI-ify" design / writing-style skills for developers using Claude Code / Codex: free and open source to earn stars and audience. The gaps are non-web UI, specific frameworks, non-English writing styles, and turning taste into lint > Source: https://stringers.io/en/o/048.html (Stringers / 什么值得做, generated 2026-11-08) > Stringers answers one question every day: what small product can one or two people build in a few months and actually make money from. Numbers come from 15 databases we collect daily, each with source and date. > For agents: these verdicts and the underlying databases (verified revenue, App Store / Google Play charts, ad libraries, GitHub, Product Hunt…) are queryable live over MCP — tools today / hot / products / directions / direction / data. Setup: https://github.com/komako-workshop/stringers (the user logs in at stringers.io → "配置 agent" to get a personal URL). Site index: https://stringers.io/llms.txt > "AI slop" became a public topic this month. A platform (Perplexity) built one person's open-source skill into a native feature and subsidized users. [Home](https://stringers.io/worth/) / [048] # Design / writing-style skills for Claude Code / Codex developers that strip out the “AI taste”: free and open source to earn stars and an audience. Open gaps: non-web UI, specific frameworks, non-English writing styles, and turning taste into a linter Open Trackable · rising open-source opportunity First seen 2026-11-01 · last updated 2026-11-02 Status Open (the whole cluster is still growing, but it has split: the stretch backed by a platform keeps going, while the wave from dormant repos waking up is a spike; generic design skills are already taken) Why now, and how long the window lasts "AI slop" became a public topic this month. A platform (Perplexity) built one person's open-source skill in as a native feature and subsidized users. A skill is just a few markdown files that one person can build in a weekend. The window is measured in weeks: 10-25 is when the curve bent, and comparing star gains over 11-15 vs. 7 days will tell a spike from a trend. Confidence Medium. "The cluster is growing" is high-confidence. "Non-English writing styles are an open gap" is inferred and keyword searches may have missed something. Would be overturned by: at the 11-15 recheck, impeccable, hallmark and EGM each gain less than half their star count from the first 7 days over the 7-day window (meaning it was a spike); or Anthropic / OpenAI build design guidelines in as a native feature. ## Evidence Grouped by store. Each group starts with the charts that can be graphed (real curves, data dates below the chart), then the scanner's original notes and source links. ### GitHub4 evidence · 18 products with curves [pbakaus/impeccable](https://github.com/pbakaus/impeccable) GitHub · created 2025-11-16 · 105,381 stars · 7 days +7,226 The design vocabulary for your coding agent. Steer with polish and bolder, review with critique and audit, catch AI slop before it ships. Stars Data 2026-08-27 → 2026-11-08 (74 days, 23 observations). Points before 10-28 come from deeply / archive backfill, not every day has one [Nutlope/hallmark](https://github.com/Nutlope/hallmark) GitHub · created 2026-04-27 · 50,145 stars · 7 days +6,311 Anti-AI-slop design skill for Claude Code, Cursor, and Codex. Stars Data 2026-07-29 → 2026-11-08 (103 days, 17 observations). Points before 10-28 come from deeply / archive backfill, not every day has one [google/elephant-goldfish-model](https://github.com/google/elephant-goldfish-model) GitHub · created 2026-09-13 · 13,694 stars · 7 days +6,169 Open-source skills for designing and reviewing software with AI agents Stars Data 2026-10-21 → 2026-11-08 (19 days, 17 observations). Points before 10-28 come from deeply / archive backfill, not every day has one [elayadesign/ai-design-skills](https://github.com/elayadesign/ai-design-skills) GitHub · created 2026-07-29 · 14,830 stars · 7 days +1,730 Stars Data 2026-10-09 → 2026-11-08 (31 days, 30 observations). Points before 10-28 come from deeply / archive backfill, not every day has one [heydamir/unslop](https://github.com/heydamir/unslop) GitHub · created 2026-10-29 · 11,274 stars · 7 days +7,989 A Claude skill that turns vibecoded, AI-looking UI into a designed interface Stars Data 2026-10-31 → 2026-11-08 (9 days, 9 observations). Points before 10-28 come from deeply / archive backfill, not every day has one [patch-gg/pixelfx](https://github.com/patch-gg/pixelfx) GitHub · created 2026-10-30 · 5,806 stars · 7 days +4,482 244 pixel art effects, every one a small piece of code. Plus a Claude Code skill to make your own. Stars Data 2026-10-31 → 2026-11-08 (9 days, 9 observations). Points before 10-28 come from deeply / archive backfill, not every day has one [jakubkrehel/skills](https://github.com/jakubkrehel/skills) GitHub · created 2026-07-10 · 11,460 stars · 7 days +1,876 A collection of agent skills that help you build great interfaces. Stars Data 2026-07-30 → 2026-11-08 (102 days, 14 observations). Points before 10-28 come from deeply / archive backfill, not every day has one [miqdadbadjuber/anti-slop](https://github.com/miqdadbadjuber/anti-slop) GitHub · created 2026-08-07 · 8,584 stars · 7 days +827 Rules for an AI coding agent to filter out generic AI-generated UI designs, text, and code. Stars Data 2026-10-09 → 2026-11-08 (31 days, 31 observations). Points before 10-28 come from deeply / archive backfill, not every day has one **10 more products' curves** [oil-oil/oil-ui](https://github.com/oil-oil/oil-ui) GitHub · created 2026-09-30 · 2,908 stars · 7 days +355 UI design skill for Claude Code, Codex and other AI agents: explore distinct directions, compare them side by side, refine against real screenshots. For AI agents Stars Data 2026-10-09 → 2026-11-08 (31 days, 31 observations). Points before 10-28 come from deeply / archive backfill, not every day has one [larashero3-dotcom/lieflat-less-ai-tone](https://github.com/larashero3-dotcom/lieflat-less-ai-tone) GitHub · created 2026-08-20 · 6,762 stars · 7 days +2,066 一个基于 520 万字语料统计的去 AI 味 skill · An AI-tone removal skill grounded in a 5.2-million-character corpus study Stars Data 2026-10-09 → 2026-11-08 (31 days, 30 observations). Points before 10-28 come from deeply / archive backfill, not every day has one [KKKKhazix/human-writing](https://github.com/KKKKhazix/human-writing) GitHub · created 2026-08-05 · 4,463 stars · 7 days +169 Make Chinese written by AI read like a specific person talking. A general-purpose writing and editing skill, ready to use out of the box. Stars Data 2026-10-09 → 2026-11-08 (31 days, 31 observations). Points before 10-28 come from deeply / archive backfill, not every day has one [Nanako0129/sepia](https://github.com/Nanako0129/sepia) GitHub · created 2026-08-28 · 3,677 stars · 7 days +112 De-AI writing skill for any Agent Skills-compatible agent (77+ via the Skills CLI), with native plugins for Claude Code, Codex, Grok Build, and Antigravity. Nar Stars Data 2026-09-26 → 2026-11-08 (44 days, 32 observations). Points before 10-28 come from deeply / archive backfill, not every day has one [nanaism/yomiyasu](https://github.com/nanaism/yomiyasu) GitHub · created 2026-09-30 · 2,896 stars · 7 days +122 An Agent Skill for Refining AI-Generated Japanese into Natural Japanese Stars Data 2026-10-01 → 2026-11-08 (39 days, 32 observations). Points before 10-28 come from deeply / archive backfill, not every day has one [coji/natural-japanese](https://github.com/coji/natural-japanese) GitHub · created 2026-07-12 · 2,026 stars · 7 days +24 An Agent Skill for writing and revising work-related Japanese so it is easy to read and easy to understand. Stars Data 2026-10-09 → 2026-11-08 (31 days, 14 observations). Points before 10-28 come from deeply / archive backfill, not every day has one [adhiprib/humanizer-indonesia](https://github.com/adhiprib/humanizer-indonesia) GitHub · created 2026-10-24 · 192 stars · 7 days +73 Membuat tulisan AI lebih luwes dan enak dibaca, bukan untuk mengelabui deteksi AI Stars Data 2026-10-25 → 2026-11-08 (15 days, 15 observations). Points before 10-28 come from deeply / archive backfill, not every day has one [dmmulroy/anti-slop](https://github.com/dmmulroy/anti-slop) GitHub · created 2026-08-12 · 5,993 stars · 7 days +199 Opinionated Oxlint rules for rejecting low-evidence TypeScript and JavaScript patterns Stars Data 2026-08-28 → 2026-11-08 (73 days, 32 observations). Points before 10-28 come from deeply / archive backfill, not every day has one [antfu/eslint-plugin-slop](https://github.com/antfu/eslint-plugin-slop) GitHub · created 2026-09-02 · 126 stars · 7 days +2 ESLint rules for guarding AI slops in code. Stars Data 2026-10-09 → 2026-11-08 (31 days, 31 observations). Points before 10-28 come from deeply / archive backfill, not every day has one [Appllama/appllama-skills](https://github.com/Appllama/appllama-skills) GitHub · created 2026-08-13 · 4,954 stars · 7 days +1,052 A builder, not just a researcher. Agent skills that turn top-grossing app patterns into native-quality mobile screens. Stars Data 2026-08-30 → 2026-11-08 (71 days, 32 observations). Points before 10-28 come from deeply / archive backfill, not every day has one - GitHub (full-site snapshot, verified 11-02): pbakaus/impeccable 99,169 stars (the report says 11-01 at 98,155), +10,818,10-25 from day 7 onward, still +1,000–2,000,11-02 per day after that, +1,014 in total. Nutlope/hallmark +9,804 over 44,695,7 days; its daily gain dropped from 2,800 at 10-27 to 861 at 11-02. google/elephant-goldfish-model +8,170,11-02 over 8,807,7 days and still +1,282. - GitHub (verified 11-02): elayadesign/ai-design-skills gained +1,915 / +2,714 / +2,714 per day over 13,271,10-26~28, then 1,077 → 704 → 848 → 284 → 171. It was a spike and has already cooled. heydamir/unslop (created 10-29) +4,698,11-01 / +2,460 / +11-02 / +1,413, flagged as "new account, single repo surge." patch-gg/pixelfx (created 10-30) 2,446. jakubkrehel/skills 9,991. miqdadbadjuber/anti-slop 7,903 (+746 over 7 days, flat from last week). oil-oil/oil-ui 2,586. - GitHub (writing style, verified 11-02): larashero3-dotcom/lieflat-less-ai-tone (Chinese) +659 over 4,735,7 days, +1,172 last week, cooling off. KKKKhazix/human-writing (Chinese) 4,308. Nanako0129/sepia (English) 3,570. Japanese nanaism/yomiyasu 2,793 (gaining +20–48 per day, steady). coji/natural-japanese 2,002 (no longer growing). Searching by humanizer / de-AI-ify / Korean, Spanish, German, French keywords, the only new repo with ≥100 stars is an Indonesian one, adhiprib/humanizer-indonesia (122 stars in 9 days). Korean, Spanish, German and French still have none. - GitHub (taste turned into lint and non-web UI, verified 11-02): dmmulroy/anti-slop (Oxlint rules) +120 in 5,814,7 days. antfu/eslint-plugin-slop at 124 stars, no longer growing. Native mobile UI has only Appllama/appllama-skills 3,924 (+883 in 7 days, +151 last week, accelerating). ### X1 pieces of evidence - X (10-24, figures from the report, not verified): Perplexity's CEO posted "/impeccable is now a skill inside Computer…offering 5000 credits per user", getting 387 likes. impeccable accelerated again from the second day on. ### Hacker News1 evidence items - HN (verified 11-02): "Tells of a Slop UI" 2026-09-27 points 386. The report separately notes 10-22~30 had 8 titles mentioning slop. ### For sale listings 1 pieces of evidence · 3 products with curves [Humanize AI](https://trustmrr.com/startup/humanize-ai) TrustMRR · 30-day revenue $9,558 (+8%) · MRR $9,207 · 888 subscriptions Monthly revenue (verified by payment platform) 2025-11 → 2026-11 (13 pts). Light bars = current month, not yet complete Daily revenue (UTC day) Data 2026-09-29 → 2026-11-06 (39 days, 39 observations). Single-day swings are big, so look at the trend in the monthly breakdown above. [WriteHybrid](https://trustmrr.com/startup/writehybrid) writehybrid.com TrustMRR · 30-day revenue $4,908 (-30%) · MRR $5,111 · 241 subscriptions Monthly revenue (verified by payment platform) 2025-10 → 2026-05 (8 points) Daily revenue (UTC day) Data 2026-09-29 → 2026-11-06 (39 days, 39 observations). Single-day swings are big, so look at the trend in the monthly breakdown above. [GenZWrite](https://trustmrr.com/startup/genzwrite) genzwrite.com TrustMRR · 30-day revenue $3,823 (+65%) · MRR $3,053 · 613 subscriptions Monthly revenue (verified by payment platform) 2025-11 → 2026-09 (11 points) Daily revenue (UTC day) Data 2026-09-29 → 2026-11-06 (39 days, 39 observations). Single-day swings are big, so look at the trend in the monthly breakdown above. - Listed for sale (Acquire, 11-02, for comparison): consumer "rewrite it in plain language" tools are exiting. ag8qax9ofw (iOS app, TTM revenue $116,700, last month $8,500, asking $299,000); 8kg90xiqku (SaaS, TTM $48,500, last month $1,500, −62% year over year, asking $29,500; the seller admits it's declining). Of the 11 humanizers with revenue in indie, 7 are listed (Humanize AI $9,320, WriteHybrid $4,908 −30%, GenZWrite $3,823). ## Already doing it Generic design skills for the web UI: impeccable, hallmark, Google EGM, jakubkrehel/skills, unslop, oil-ui, pixelfx. Rules / lint: two anti-slop repos. Writing style: lieflat and human-writing (Chinese), sepia (English), yomiyasu and natural-japanese (Japanese), humanizer-indonesia (Indonesian). Native mobile UI: only Appllama. ## The hardest step The quality of the taste and rules has to be clearly better than impeccable on some specific medium. The second thing is monetization: the skill itself is free, and within a week dozens of copies will appear, so money can only come from the funnel or a paid library (see [049], [009]). ## Who it's for Developers with a sense of design taste who know a non-web framework (SwiftUI, Compose, Flutter, Qt, Unity, TUI); or writers whose native language is Korean, Spanish, German, or French. Open source and free, trading for stars and audience rather than direct revenue. ## Should every product builder know this? Yes. Users can already spot AI-generated interfaces and text at a glance, and every product gets judged that way. ## Change log 2026-11-02 Backfill check: impeccable 98,155 → 99,169; hallmark 43,834 → 44,695; ai-design-skills 13,100 → 13,271, daily gain fell from 2,714 to 171, the spike is over; EGM 7,525 → 8,807; unslop 3,285 → 4,698. The whole cluster is still growing, but it has split: impeccable, which has platform backing, and Google's own EGM still gain 1,000+ per day, while the dormant-library wake-up wave has receded. One non-English style was added (Indonesian); Korean, Spanish, German, and French remain open. 2026-11-01 First recorded (backfill: from «New GitHub Opportunities (Batch 1)» §1.1, «Stringers» §3.1 / §3.2, «Exit Listings (Batch 1)» §2.6; data as of 11-01 / 11-02). Original: Scanner opportunity library #048 (updated daily, 06:00); this page was generated on the 2026-11-08 edition.