已验证 · 可安装 Agent Skill
SKILL.md + .skill把这套方法装进你的 Agent。
npx skills add LearnPrompt/goodcaseai --skill editorial-portrait-composition --global --copy --yes --full-depth加载中…
Skill · 跨作者通用方法
用人物姿态、造型、光线和留白,构成可重复迁移的编辑人像。
已验证 · 可安装 Agent Skill
SKILL.md + .skillnpx skills add LearnPrompt/goodcaseai --skill editorial-portrait-composition --global --copy --yes --full-depth方法骨架
作者证据
Case 证据
GoodCase 根据作者在 MIT 仓库公开的成品图与 Skill 方法逆推提示语,并在不输入原图、不固定 seed 的条件下独立生成 2 次。两次均以 3:4 画幅保留紫罗兰单色雕刻、洛可可边框、葡萄簇、标题与标签;A/B 稳定性 8.7/10。本稿不是作者公开的原始提示语,原始模型、seed 与精确 Prompt 均未公开。
提示语
【GoodCase 逆推稿|非作者原始 Prompt】 以下提示语由 GoodCase 根据公开成品图与作者公开 Skill 方法逆推,并通过两次独立生成验证;不代表作者公布的原始提示语。原始模型、seed 与精确 Prompt 均未公开。 Use case: stylized-concept Asset type: prompt-reconstruction stability test for a vertical editorial poster Create a vertical 3:4 flat scanned-paper poster on warm cream, lightly aged uncoated stock. Center one abundant bunch of ripe grapes inside a large ornate rococo oval frame or serving-platter border. The grapes and frame should occupy about 76% of the page, with a graceful diagonal stem entering from the upper right. Place the title in a sweeping diagonal arc across the upper-left area, close to the top of the frame. Render the grapes, stem, cast tonal bed, and elaborate frame entirely in one deep velvet-violet ink. Use fine micro-dot halftone, tiny square-pixel mesh, antique copperplate/engraving linework, stippled highlights, broken ink coverage, and density-based shading. Each grape should remain round and luminous through white paper highlights and dense-to-sparse violet dots, not smooth photography. The rococo border needs symmetrical scrolls, curls, shell motifs, and delicate worn linework. Keep everything flat, printed, slightly misregistered, softly scanned, and tactile with paper fibers and toner dust. Render the exact title "Velvet Grapes" once, large and sweeping in an elegant calligraphic italic Didone serif across the upper left. Add these exact small monospaced/typewriter captions once each with sparse dotted leader lines: "ripe & bright" at upper right, "cool harvest" at mid-left, "sweet skin" centered along the lower frame, and "07.25" at bottom center. A few tiny ornamental fleuron marks are allowed. No other readable text. Mood: strange luxurious fruit specimen, antique rococo plate meets modern Japanese editorial bitmap print. Avoid retro game pixel art, chunky pixels, game sprites, sticker art, cartoon fruit, smooth vector fills, watercolor, glossy food photography, multiple ink colors, gold metallic effects, 3D depth, cinematic lighting, dense collage, extra fruit species, extra text, repeated labels, logos, watermark, UI, CTA, product advertisement, and mockup photography.
GoodCase 根据作者在 MIT 仓库公开的成品图与 Skill 方法逆推提示语,并在不输入原图、不固定 seed 的条件下独立生成 2 次。两次均保留薄荷单色、点阵雕刻、编辑式排版与指定文字,其中 1 次画幅偏离 3:4;A/B 稳定性 7.8/10。本稿不是作者公开的原始提示语,原始模型、seed 与精确 Prompt 均未公开。
提示语
【GoodCase 逆推稿|非作者原始 Prompt】 以下提示语由 GoodCase 根据公开成品图与作者公开 Skill 方法逆推,并通过两次独立生成验证;不代表作者公布的原始提示语。原始模型、seed 与精确 Prompt 均未公开。 Use case: stylized-concept Asset type: prompt-reconstruction stability test for a vertical editorial poster Create a vertical 3:4 flat scanned-paper poster on warm ivory, lightly flecked uncoated stock. Compose one enormous open lily from a low viewpoint: its bloom fills roughly 72% of the page from center to the right and lower edges, with the stem rising from the bottom and some petal tips cropped. Reserve the upper-left quadrant for a large two-line title, while the flower and typography remain one close editorial lockup. Render the lily entirely in one muted mint-green ink using fine micro-dot halftone, tiny square-pixel mesh, antique botanical engraving detail, broken scanlines, and density-based shading. Make stamens, pollen marks, petal veins, curled edges, and round dew beads recognizable, but build every tonal transition from denser and looser printed dots rather than smooth gradients. Keep the page flat and graphic, with slight risograph misregistration, dot gain, faded edges, paper fibers, and toner dust. Render the exact title "Night Lily" once, very large in an elegant high-contrast italic Didone serif, stacked at the upper left and slightly intruding toward the flower. Add these exact small monospaced/typewriter captions once each, connected by sparse dotted leader lines: "midnight dew" at upper right, "quiet bloom" at mid-left, "after dark" near lower right, and "07.25" near bottom center. Add only a few tiny mint registration cross marks. No other readable text. Mood: quiet midnight botanical specimen, poetic Japanese editorial print, refined rather than nostalgic. Avoid retro game pixel art, chunky pixels, game sprites, cute illustration, watercolor, smooth vector gradients, glossy 3D, cinematic lighting, photorealistic background, colorful palette, dense scrapbook collage, extra flowers, extra text, repeated labels, logos, watermark, UI, product-ad layout, and mockup photography.
GoodCase 根据作者在 MIT 仓库公开的成品图与 Skill 方法逆推提示语,并在不输入原图、不固定 seed 的条件下独立生成 2 次。两次均以 3:4 画幅保留巨幅裁切蝴蝶、深青单色、点阵雕刻、编辑式标题、标签与纸张质感;A/B 稳定性 9.3/10。本稿不是作者公开的原始提示语,原始模型、seed 与精确 Prompt 均未公开。
提示语
【GoodCase 逆推稿|非作者原始 Prompt】 以下提示语由 GoodCase 根据公开成品图与作者公开 Skill 方法逆推,并通过两次独立生成验证;不代表作者公布的原始提示语。原始模型、seed 与精确 Prompt 均未公开。 Use case: stylized-concept Asset type: prompt-reconstruction stability test for a vertical editorial poster Create a vertical 3:4 flat scanned-paper poster on pale cool ivory with faint blue-gray fibers and specks. Place one enormous butterfly across the lower two-thirds of the page: its body sits slightly right of center, the left wing extends toward the left edge, the right wings are dramatically cropped by the right edge, and the lower wing reaches near the bottom. Reserve the upper-left quadrant for a large two-line title, keeping the title close to the butterfly as one asymmetric editorial composition. Render the butterfly entirely in one deep teal-blue ink using fine micro-dot halftone, tiny square-pixel mesh, entomological engraving detail, broken bitmap edges, missing-pixel gaps, and density-based shading. Preserve readable wing veins, spotted borders, antennae, body segments, and pale paper openings in the wings. Use small visible dots and aliased printed contours, never chunky blocks or smooth photographic gradients. Add subtle dot gain, faint risograph misregistration, low-resolution scan softness, paper fibers, and toner dust. Render the exact title "Quiet Flight" once, very large in an elegant high-contrast italic Didone serif, stacked at the upper left. Add these exact small monospaced/typewriter captions once each with sparse dotted leader lines: "blue-green hour" at upper right, "wing study" beside the body, "soft motion" at lower left, and "07.25" near the bottom left. Add only a few tiny teal registration cross marks. No other readable text. Mood: quiet blue-green hour, poetic entomology study, early-digital Japanese editorial print. Avoid retro game pixel art, chunky pixels, game sprites, cute butterfly sticker, cartoon mascot, watercolor, smooth vector gradients, glossy 3D, cinematic lighting, photorealistic scene, neon/cyberpunk, multiple bright colors, symmetrical centered logo layout, dense collage, extra insects, extra text, repeated labels, logos, watermark, UI, CTA, and mockup photography.

一个专业的影棚摄影提示词,展示角色与圆形建筑镂空互动,呈现逼真的深度与光影效果。
提示语
A high-end studio portrait of {argument name="character description" default="[CHARACTER DESCRIPTION]"}, interacting with a large circular cutout centered within a thick matte {arg

一个用于生成超写实、电影感巨石阵日落时分女性人像的精细提示词,聚焦于自然光影、丝绸质感及古老氛围。
提示语
超写实电影感人像,黄昏金光,{argument name="人物" default="东亚女性"}立{argument name="场景" default="巨石阵草原"},略偏右全身入镜,背对四分之三回眸左肩直视镜头,神情平静神秘自信唇微启。暖白肌肤修长身形,杏仁深眼眉柔,透亮桃粉腮红细眼线中性眼影玫瑰唇;深棕黑长发松波垂背,风吹左侧碎发飞,暖轮廓光。{a

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提示语
一位年轻成年东亚女性站在{argument name="背景" default="纯黑色摄影棚背景"}前,画面为近景到半身肖像,人物位于中央略偏右。身体以三分之二侧身朝向画面左侧,左肩更靠近镜头,头部轻轻回转看向镜头,形成安静自然的侧身回眸。头部略微向右倾斜,下巴轻轻下压,眼神平静、克制、略带疏离与忧郁感,嘴唇自然微启,没有明显笑容。 她有精致柔和的鹅蛋脸

一张精细的 3D CG 渲染图,描绘了一位拥有薄荷绿长发的东方奇幻少女,采用高质量 PBR 材质,背景为梦幻花园。
提示语
9:16 竖版,高精度 3D CG 东方幻想甜酷少女角色海报,3D CG oriental fantasy girl character portrait,anime-style 3D CG character art,semi-realistic 3D character render,full body portrait,画面主体是一位明确成年的年轻东方

一个用于电影感香港主题街头人像的提示词,包含特定的妆容、发型和服装细节。
提示语
A {argument name="location" default="Hong Kong-inspired"} background featuring traditional dim sum restaurants, noodle shops, and authentic Hong Kong street scenery. {argument name

这是一个写实风格的暖色调特写肖像提示词,用于创作一张在黄金时刻光线下,面带柔和微笑的女性生活方式编辑摄影作品。
提示语
Create a realistic close-up portrait photograph of a young woman with {argument name="hair color" default="dark brown"} short wavy bob hair, hazel-green eyes, natural freckles, ful

一张温暖而自然的肖像提示词,描绘了一位在温馨质朴的咖啡馆中开怀大笑的年轻男子。
提示语
This vertical portrait captures a {argument name="subject" default="charming, handsome young man with wavy dark hair"}, laughing heartily while engaged in a lively conversation at

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提示语
An unretouched documentary-style photograph of the person from the reference image, shot on a full-frame digital camera with an 85mm prime. Infer and faithfully preserve apparent a

一个用于生成干净、明亮美妆肖像的提示词,描绘了一位在白色房间内、沐浴在柔和自然光下的年轻日本女性。
提示语
縦長9:16、白い室内で撮影した極めて明るく清潔なフォトリアルの美容ポートレート。実在人物ではない架空の成人日本人女性、見た目は{argument name="年齢" default="23〜28歳"}。顔を画面中央に大きく配置し、頭頂から胸上までのタイトなクローズアップ。肩をわずかに右へ傾け、首を少し左へ倒し、カメラへ正面の視線。額・両目・鼻・口・顎がすべ