Taste & Anti-AI-Slop
Cara bikin output AI yang gak kelihatan AI. Anatomi slop, visual anchor, dynamic tension, dan replacement script siap pakai.
Pakai skill ini
SKILL.md · Claude Code
Download .md untuk di-paste ke chat AI, atau .zip yang isinya folder skill siap drop ke Claude Code .claude/skills/.
Cara install di Claude Code ↓
# Drop ZIP ke folder project Claude Code:
mkdir -p .claude/skills
cd .claude/skills
unzip ~/Downloads/taste-anti-slop.zip
# Restart Claude Code. Skill auto-loaded.Output AI itu cheap sekarang. Yang scarce: taste. Kemampuan tau mana yang berasa generik dan mana yang berasa kamu.
Sebelum AI, taste itu invisible tax. Designer bagus diem-diem nge-filter ratusan opsi sebelum kasih kamu 3. Sekarang AI generate 100 opsi per menit. Kalo kamu gak punya filter, kamu ship AI slop.
Skill pack ini ngumpulin filter itu. Pattern yang harus dihindari + pattern replacement.
Anatomi AI Slop: Word Choice
Hindari di prompt, hindari di output kamu:
| ❌ AI Slop Word | ✅ Replacement |
|---|---|
| Tapestry, landscape, paradigm, synergy, ecosystem | Konteks spesifik (startup ecosystem → Indonesian B2B SaaS market) |
| Robust, comprehensive, seamless, streamlined | Concrete attribute (robust → handles 10K concurrent users) |
| Delve, leverage, utilize, harness | Pakai (leverage → pakai) |
Quietly + adverb (quietly transforms) | Drop adverb (transforms) |
| Stands as / serves as / represents / marks | Pake is / adalah |
| Cutting-edge, state-of-the-art, revolutionary | Versi (cutting-edge AI → Claude Opus 4.7) |
Aturan tunggal: kalo word-nya bisa nempel ke 5 brand berbeda tanpa keliatan beda, itu slop.
Anatomi AI Slop: Sentence Structure
| ❌ Pattern | Kenapa Slop |
|---|---|
| Negative parallelism filler — “It’s not X, it’s Y” tanpa definisi substantif | Klaim kosong |
| Tricolon abuse — “Fast. Smart. Powerful.” × 5 paragraf | Robot rhythm |
| Anaphora — “They assume… They assume… They assume…” | List pretending to be prose |
| The X? A Y. — “The result? Devastating.” | Fake suspense |
| From X to Y false range — “From startup to enterprise” tanpa spektrum | Inflated scope |
| Short fragment chain — “He published this. Openly. In a book. As a priest.” | AI signature rhythm |
| Em-dash addiction — 20+ em-dash per piece | AI default, manusia 2-3 per piece |
Aturan: kalo kamu lihat 2+ pattern di atas muncul bareng, atau 1 pattern diulang, rewrite total.
Anatomi AI Slop: Tone & Opener
| ❌ AI Opener | Kenapa Slop |
|---|---|
| ”Mari kita…” | Preachy, kelas akademis |
| ”Yuk simak…” / “Yuk bahas…” | Indo bait template |
| ”Di era serba cepat ini…” / “Di zaman digital…” | SEO throat-clear |
| ”Inilah kunci…” | Over-assertive, hollow |
| ”Bayangkan dunia di mana…” / “Imagine a world where…” | Futurism opener cringe |
| ”Perlu dipahami bahwa…” / “Patut diketahui…” | Akademis bullshit |
| ”Here’s the kicker…” / “Yang menarik adalah…” (reflexive) | Fake suspense |
| ”Let’s break this down” / “Mari kita uraikan” | Pedagogical voice |
| ”Plot twist:”, “Spoiler:”, “Pro tip:“ | AI assistant filler |
Closing yang juga slop:
- “Semoga bermanfaat ya!”
- “Stay tuned!”
- “Don’t forget to like and subscribe”
- “Sebagai penutup…”
- “In conclusion…”
Anatomi AI Slop: Visual
| ❌ Visual AI Slop | ✅ Replacement |
|---|---|
| Generic “professional, modern, cinematic” prompt | Specific (Wes Anderson centered framing, pastel palette) |
| Multiple competing accent colors | 1 accent color, 85-90% base palette |
| Flat vector / Notion-style icons | Painterly, illustrated, atmospheric |
| Photorealism + perfect lighting | Slight grain, asymmetric, lived-in |
| ”Trending on ArtStation” | Specific reference (Studio Ghibli atmospheric depth) |
| Stock photo people smiling at camera | Subject from behind, cropped at neck |
| Vibrant rainbow / cool blue dominance | Restrained, single warm accent |
| Detailed faces | No detailed faces (default per Sarbeh §5) |
| Symmetric perfect product on white | Asymmetric on textured surface |
Visual Anchor: Single Image as Brand Spine
Bekal §5 pattern: punya 1 visual anchor yang jadi fondasi seluruh output brand kamu. Bukan moodboard 50 gambar. Satu gambar.
Visual anchor harus:
- Specific enough to constrain — kamu bisa bilang “X harus seperti ini” dan dapet output predictable
- Loose enough to compose — bisa di-extend ke multiple scene tanpa rigid
- Yours — bukan steal dari brand lain (lift inspiration, jangan copy)
Contoh visual anchor (dari Sarbeh): painterly digital illustration, single tall flowering stem rising from cluster wildflowers, catching warm ember light, deep moody atmospheric (maroon-indigo / midnight navy / warm dark earth). Heavy fine dot grain 18-25%, riso print warmth, Studio Ghibli atmospheric depth.
Itu 1 paragraf. Setiap prompt visual brand mulai dengan paste paragraf itu.
Brand Guidelines = Prompt
Setiap kali kamu generate visual buat brand kamu, paste 1 paragraf brand guideline di atas prompt. AI nge-anchor ke guideline, gak drift ke generic.
Template brand guideline 1-paragraph siap pakai:
Brand visual: [STYLE — e.g., "painterly digital illustration, manga
noir meets space western"]. Color palette 85-90% [BASE COLORS],
selective [ACCENT COLOR with hex] only at [WHERE — eruption moments].
Texture: [e.g., "heavy fine dot grain 20%, riso print warmth"].
Atmospheric depth like [REFERENCE — e.g., "Studio Ghibli"].
NEVER: [LIST 5-7 specific things — e.g., "flat vector, photorealism,
neon, white background, multiple competing accents, detailed faces,
modern minimalism"].Isi pakai brand kamu. Pake ulang di semua prompt.
Dynamic Tension: Dua Hal Yang Gak Cocok
Bekal §5 prinsip: brand yang menarik = dua hal yang “seharusnya gak cocok” tapi digabung. Tension itu yang bikin recognizable.
Contoh dynamic tension:
| Brand | Tension 1 | Tension 2 |
|---|---|---|
| Sarbeh | Atmospheric darkness (restrained) | Manga eruption (kinetic) |
| Phoebe Philo Old Céline | Masculine tailoring | Feminine fluid drape |
| Bottega Veneta (Daniel Lee) | Saturated luxury color | Quiet minimalism |
| Wes Anderson | Symmetric perfection | Sad melancholic stories |
| Hayao Miyazaki | Action sequences | Quiet pastoral scenes |
Pertanyaan filter: brand kamu sekarang, dua hal apa yang gak biasanya digabung? Kalo cuma satu vibe, kamu masih generic. Tambah 1 lawan-vibe.
”Setiap Elemen Harus Punya Alasan”
Filter terakhir sebelum ship: liat output kamu, tanya di setiap elemen — “kenapa ini ada?”
| Elemen | Pertanyaan |
|---|---|
| Background object | Ngedukung subject atau ngerebut perhatian? |
| Accent color | Ada alasan di sini atau cuma dekorasi? |
| Tipografi tambahan | Beneran perlu atau cuma fill space? |
| Texture overlay | Punya fungsi atau cuma efek? |
| Composition element | Mengarahkan mata atau ngacauin? |
Aturan keras: kalo gak bisa jawab “kenapa”, buang.
Reference yang BUKAN Selera Kamu
Ngerti selera kamu = ngerti apa yang BUKAN selera kamu.
Bekal §5 explicit “NEVER list” — barang yang lo refuse:
| Reference | Kenapa Bukan Selera Kamu? |
|---|---|
| Dribbble trending / Behance “best of” | [Tulis alasan spesifik] |
| Generic AI art galleries | [Tulis alasan spesifik] |
| Flat Notion-style illustration | [Tulis alasan spesifik] |
| Neon cyberpunk | [Tulis alasan spesifik] |
| Generic minimalist tech brand | [Tulis alasan spesifik] |
Buat list ini buat brand kamu sendiri. Print. Tempel deket workspace. Setiap output, cek: hit gak salah satu di list “BUKAN selera”? Kalo iya, regen.
Anti-Script + Replacement Script Pair
Pola paling kuat: kalimat persis yang dihindari + kalimat persis yang dipake.
Untuk Caption Marketing
❌ "Yuk, tingkatkan brand awareness kamu dengan AI yang revolusioner!"
✅ "Caption ini ditulis AI dalam 12 detik. Tapi 12 detik itu cuma jalan
kalo kamu yang briefing dulu — siapa target, vibe gimana, batasan apa."
❌ "Inilah 5 cara meningkatkan produktivitas dengan AI!"
✅ "Aku coba ChatGPT buat satu task: balas 14 email klien Sabtu kemarin.
Hemat 2 jam. Cek ulang 5 menit. Yang kena cek ulang: 2 email
(typo nama klien)."Untuk Visual Brand
❌ "Bikin gambar yang cinematic, beautiful, professional"
✅ "Painterly digital illustration. Atmospheric Studio Ghibli depth.
Single ember orange accent in deep navy palette. Heavy dot grain
18-25%. No detailed faces."
❌ "Bikin product shot yang modern dan elegant"
✅ "[PRODUCT] on washed linen surface, 85mm portrait lens, single
window light from camera left, shallow depth of field, quiet
luxury palette — beige, cream, oat. Slight film grain."Workflow Anti-Slop
- Mulai dari visual anchor paragraf (1 paragraf, save di Notion/Obsidian)
- Paste visual anchor di atas setiap prompt — anchor dulu, baru subject
- Generate 5 variasi dengan modify 1 parameter doang per putaran
- Filter output — cek vs NEVER list + tanya “kenapa ini ada?” per elemen
- Pick yang paling konsisten sama anchor, bukan yang paling “wow”
- Iterate — 5 putar minimal sebelum nyimpulin “AI gak bisa”
Aturan Final
- AI bikin teknik nggambar/nulis jadi murah
- Yang masih mahal: taste
- Taste = compressed experience dari banyak referensi yang lo konsumsi deliberately
- Latihan taste = liat 10 reference editorial, 10 reference yang BUKAN selera lo, tanya kenapa
- Bukan generate yang banyak. Konsumsi yang banyak.
Filter bisa di-copy. Taste susah di-copy. Yang lo bangun di sini bukan prompt, tapi posture.