BEFORE / AFTER

editorial portrait of an east-asian woman in her late 20s, soft natural side-lighting from a tall window, shallow depth of field, kodak portra 400 film aesthetic, neutral expression, minimalist beige interior, --ar 4:5 --style raw --s 250

你會拿到：固定族裔 + 年齡帶 + 側光（不是頂光雜光）+ 淺景深（人像感）+ 底片色（不會塑膠）+ 中性表情（不會尷尬笑）+ 乾淨背景。一致性高 90%+、10 張有 8 張可用。

ambient indie folk, melancholic, female vocals (breathy, intimate), 70 BPM, fingerstyle acoustic guitar, soft piano, subtle string pad, sparse drums entering at second verse, minor key, 4/4 time, reverb-heavy production, 2010s feel, [Verse] -> [Chorus] -> [Verse] -> [Bridge] -> [Chorus]

Suno 拿到：曲風確定（indie folk + ambient）、人聲性別 + 質地（女聲 breathy）、節拍（70 BPM 慢）、樂器層次（吉他先進、鼓副歌才進）、調性（小調）、製作風格（reverb）、結構（Verse-Chorus-Verse-Bridge-Chorus 標準）。一致性極高、抽到能用的機率 70%+。

You are an opinionated tech essayist writing for software engineers (audience: people who already know what an LLM is).

TASK: Write a 600-word essay arguing **one specific claim**: that vector databases will be obsolete within 3 years because LLM context windows will be cheap enough to fit entire codebases.

FORMAT:
- Hook in first 2 sentences (provocative claim)
- 3 supporting arguments, each with concrete numbers (token cost trends, context-window growth, real product examples)
- 1 steelman counter-argument + my rebuttal
- Closer that restates the claim with conviction

CONSTRAINTS:
- No marketing fluff like 'in today's fast-paced world'
- No hedging like 'some might argue' — take a position
- Use 1-2 sentence paragraphs for punch
- Cite at least 2 real products/papers by name

ChatGPT 寫出一篇有觀點、有結構、針對特定讀者、有具體論據的 essay。可以直接 publish 到部落格、不需要重大編輯。其他人用同樣 prompt 跑出來的也會很像（一致性高）。

**Positive**: ancient stone castle on a misty cliff at dawn, gothic architecture with tall spires, dramatic side-lighting, low angle shot, cinematic composition with rule of thirds, atmospheric fog, by Caspar David Friedrich and Greg Rutkowski, highly detailed, sharp focus, 8K render

**Negative**: blurry, low quality, jpeg artifacts, extra towers, deformed architecture, watermark, signature, oversaturated, lens flare, modern elements, plastic texture, cartoon, anime

**Settings**: Sampler=DPM++ 2M Karras, Steps=30, CFG=7, Width=1024, Height=576

拿到具體風格（Friedrich 浪漫主義 + Rutkowski 概念藝術混搭）、構圖（low angle + rule of thirds）、品質（8K detail）。Negative 排除常見 SD 出錯（多餘塔、扭曲、卡通、低品質）。一致性大幅提升、可直接進 LoRA 訓練 / 商用。

A lone Asian man in his 30s jogging along a misty mountain trail at golden hour, wearing minimalist black running gear. Tracking shot from the side at hip level, camera moves with him at a steady pace. He breathes visibly in the cold air, focused expression, sweat catching the warm light. Shallow depth of field with the autumn forest blurred behind. 5-second clip, 24fps, cinematic 2.39:1 aspect ratio, color graded like 'The Revenant' (cold blues in shadows, warm gold in highlights).

Sora / Veo / Kling 拿到：主角細節（族裔 / 年齡 / 服裝）+ 場景 + 時段（golden hour 自動上色）+ 鏡頭（tracking shot from hip）+ 動作細節（呼吸可見、汗水反光）+ 構圖（淺景深）+ 規格（5 秒 / 24fps / 2.39:1）+ 色調（電影參考）。出來能直接當 TikTok hook。