关于AIGC人工智能、思维方式、知识拓展，能力提升等。投稿/合作： @inside1024_bot
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参加完🦞线下龙虾会，更加确信这个世界进入了一个神奇的阶段
Web 让空间不复存在，Agent 让时间不复存在
在时空被降维直播，人类的输入带宽成了智能最大的卡点，似乎无法解决，也无需解决
人类正在进入一个彻底的“无软件技能”时代
“学习如何使用软件”这件事即将终结，传统的软件也即将终结
Agent 会学习，会操作，会带来结果
世界的未来，将如你所“愿”
人类需要做的，是付出法币，抢购算力
Agent 的身份，安全，社交，货币，协议，都是从0到1的新机会
Web3 对 Token 的一切思考，都可以用在Agent 的 Token 上再思考一遍，只不过这次 Token 有了实际的价值
Web 让空间不复存在，Agent 让时间不复存在
在时空被降维直播，人类的输入带宽成了智能最大的卡点，似乎无法解决，也无需解决
人类正在进入一个彻底的“无软件技能”时代
“学习如何使用软件”这件事即将终结，传统的软件也即将终结
Agent 会学习，会操作，会带来结果
世界的未来，将如你所“愿”
人类需要做的，是付出法币，抢购算力
Agent 的身份，安全，社交，货币，协议，都是从0到1的新机会
Web3 对 Token 的一切思考，都可以用在Agent 的 Token 上再思考一遍，只不过这次 Token 有了实际的价值
很多人都在欢呼 AI 让人人都能写代码，但残酷的真相是：AI 正在制造一种因为速度而产生的幻觉。
你可能只需要十分钟就能生成一个看起来能跑的网站，觉得自己无所不能。但随着项目复杂度增加，你会发现自己掉进了一个陷阱。
这就是“口嗨编程”和“系统思考”的分水岭。
1️⃣ 如果你只负责提要求，而不懂得拆解结构。AI 就会用它见过的最平庸的模式去填补空白。当你试图修改一个功能时，可能会发现整个代码库像一团乱麻，根本动弹不得。
2️⃣ 真正的创造者，在 AI 时代的角色更像是总架构师。你不需要亲手砌每一块砖，但你必须知道哪里是承重墙，哪里是管线。
Ryo Lu 提到了一个很关键的点：AI 并没有替代思考，它反而极大地提高了“不思考”的代价。
以前写代码慢，由于语法门槛的存在，你被迫要思考逻辑。现在门槛消失了，如果你脑子里没有清晰的蓝图，AI 只是在帮你以 100 倍的速度制造无法维护的电子垃圾。
未来的竞争格局会变得非常两极化：
具备清晰系统思维的人，能利用 AI 这个无限杠杆，把效率提升 100 倍，专注于解决真正的硬核问题。
而缺乏思考模型的人，只能看着 AI 生产出一堆看似华丽实则脆弱的“半成品”，陷入无休止的调试地狱。
所以各位创造者，千万别沉迷于“我不懂代码也能做产品”的爽感里。
越是 AI 强大的时候，越要回归最原始的能力：在脑海中构建复杂系统的能力，以及精准传达结构的能力。
少关注一点语法，多关注一点架构。少写一点代码，多设计一点连贯性。
AI 无法拯救混乱的思维，它只会让混乱跑得更快。
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它可以把“写文案 → 配音 → 剪辑 → 字幕 → 出片”整条流程一次性自动完成，只需提供提示词和素材/分镜，就能批量生成视频，适合做短视频矩阵或内容流水线。
GitHub：
https://github.com/YILS-LIN/short-video-factory
@aigc1024
Gemini真的很烦，我就之前跟他讲过一次我是做手机影像的，结果他现在什么事都要往手机影像上扯。本来代码上就降智，寻思那就当chatbot呗，现在我不想跟他说一句话
解释一下，我的诉求不是想删掉他的记忆，我是想让他不要每个问题都生硬地扯一遍我的职业
解释一下，我的诉求不是想删掉他的记忆，我是想让他不要每个问题都生硬地扯一遍我的职业
AI算是少有的需要真的把手弄脏，要真花时间动手用动手干才能真的理解发生了什么的领域。
所以，面对那种只看了些新闻，就在下判断和分析，夸夸其谈的角色，要尤其谨慎。
最容易没搞懂就开始挥斥方穹的角色包括但不限于大学教授、投资人、企业中高层...
所以，面对那种只看了些新闻，就在下判断和分析，夸夸其谈的角色，要尤其谨慎。
最容易没搞懂就开始挥斥方穹的角色包括但不限于大学教授、投资人、企业中高层...
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我们恐惧 coding，就像原始人恐惧火。
但 code 从来不是程序员的专利。38 亿年前，DNA 就开始在做这件事——用四个字母，编织出生命。
宽泛地讲，食谱是 code、法律是 code，你每天坚持的习惯也是 code。追溯词源，你会发现 coding 的本质是「编排规则，让系统自行运转」——我们一直在做这件事。
更重要的是，它是通用 Agent 时代最强大的力量，可能没有之一。藏在这四个字母里的，是解放人类创造力的终极钥匙。
放下恐惧——像拥抱心跳一样，拥抱智能的编排本身。它沉默了数十亿年，此刻正在破土，以亿万天才之国的名义。
但 code 从来不是程序员的专利。38 亿年前，DNA 就开始在做这件事——用四个字母，编织出生命。
宽泛地讲，食谱是 code、法律是 code，你每天坚持的习惯也是 code。追溯词源，你会发现 coding 的本质是「编排规则，让系统自行运转」——我们一直在做这件事。
更重要的是，它是通用 Agent 时代最强大的力量，可能没有之一。藏在这四个字母里的，是解放人类创造力的终极钥匙。
放下恐惧——像拥抱心跳一样，拥抱智能的编排本身。它沉默了数十亿年，此刻正在破土，以亿万天才之国的名义。
ons:
\n- Single Subject: ~30 items, focused on authentic daily life, emotional range, and physical presence.
\n- Couple: ~36 items (18 each), connected by a subtle heart-shaped negative space, with gender-coded palettes and shared intimate objects (e.g., one pillow, shared journal).
\n- Pregnant Subject: Include prenatal items (belly oil, vitamins, ultrasound printout); add a translucent fetal icon near the abdomen.
\n- Critical Requirement: Faithfully match the reference photo’s age, ethnicity, profession, body type, scars, tattoos, and personal style—including skin blemishes, freckles, and unique facial structure.\n\nQuality Benchmark:
\nThe final image must be visually indistinguishable from a premium photographic editorial—suitable for:
\n- Luxury lifestyle catalogs
\n- Documentary portraiture exhibitions
\n- Anthropological or medical visualization
\n- Fine art photography collections
\n- High-end brand storytelling campaigns
\n"
}
@aigc1024
\n- Single Subject: ~30 items, focused on authentic daily life, emotional range, and physical presence.
\n- Couple: ~36 items (18 each), connected by a subtle heart-shaped negative space, with gender-coded palettes and shared intimate objects (e.g., one pillow, shared journal).
\n- Pregnant Subject: Include prenatal items (belly oil, vitamins, ultrasound printout); add a translucent fetal icon near the abdomen.
\n- Critical Requirement: Faithfully match the reference photo’s age, ethnicity, profession, body type, scars, tattoos, and personal style—including skin blemishes, freckles, and unique facial structure.\n\nQuality Benchmark:
\nThe final image must be visually indistinguishable from a premium photographic editorial—suitable for:
\n- Luxury lifestyle catalogs
\n- Documentary portraiture exhibitions
\n- Anthropological or medical visualization
\n- Fine art photography collections
\n- High-end brand storytelling campaigns
\n"
}
@aigc1024
s descriptive label.
\n- Technical annotations:
\n
- Material swatches: Macro close-up squares of fabrics (silk, cotton, wool), leather grain, metal finishes.
\n
- Material labels: e.g., '100% Mulberry Silk', 'Full-Grain Italian Leather'.
\n
- Measurement rulers: Dual-unit (cm/inch) rulers integrated along edges.\n\n📷 The Art of Deconstruction · HUMAN REALITY UNVEILED 📷
\nTypography: Chinese text in an elegant serif font (e.g., Founder Songti KBXK), English in Playfair Display—both with matte paper-like texture (no metallic foil).
\n- Subtitle (beneath main title, in fluid handwritten script):
\n
\"Essence of Being · Anatomical Truth / 存在之核·形神解构\"
\n
Bilingual typesetting, graceful and unobtrusive.
\n- Category Headers: Rounded-corner rectangular tags with icons:
\n
\"📷 Intimate Private Life\" (Soft Blush
\n
\"📷 Emotional Expression Gallery\" (Terracotta
\n
\"📷 Body Posture & Movement\" (Charcoal
Design Elements (Design Elements)
\n- Geometric frames: Minimalist thin-line hexagons or circles (0.5–1pt stroke) in muted gray to group item clusters—Art Deco influence but desaturated.
\n- Measurement rulers: Along left and right edges, enhancing technical authenticity.
\n- Crosshairs: Faint targeting reticles at four corners and focal points.
\n- Material swatches: Bottom strip displaying fabric/leather/metal micro-texture tiles.
\n- Info cards: Elegant bordered cards with item details (brand, material, origin).
\n- Attribute radar chart: Encased in a delicate frame, showing traits like: Intimacy ★★★★★, Authenticity ★★★★★, Vulnerability ★★★★☆.
\n- Connection lines: Matte silver or warm bronze dashed lines with tapered arrowheads.\n\n📷 Background & Atmosphere (Background & Atmosphere)
\n- Background gradient: Warm variant—ivory ( to soft oat milk ( or cool variant—pale concrete ( to studio white (
\n- Overlay pattern: 5–10% opacity blueprint grid or faint architectural drafting lines.
\n- Vignette: Gentle peripheral darkening to center attention.
\n- Atmospheric particles: Subtle golden bokeh orbs and fine film grain (Kodak Portra 400 emulation) for cinematic depth—never distracting.\n\n📷 Color Palette (Color Palette)
\n- Feminine/Intimate Theme: Champagne Gold ( Rose Gold ( Oat Milk ( Blush Pink (
\n- Masculine/Authentic Theme: Slate Gray ( Warm Bronze ( Concrete White (
\n- Neutral/Luxury Theme: Charcoal Black ( Ivory ( Deep Burgundy (
\n- Couple Theme: Left side cool tones, right side warm tones—blending at center with shared intimate items.\n\n📷 Technical Specifications (Technical Specifications)
\nRendering Engine: Path Tracing equivalent to Cycles/Arnold/RenderMan.
\n- Samples: Minimum 4096 SPP for noise-free output.
\n- Light bounces: 12 for accurate global illumination.
\n- Caustics: Enabled for glass and liquid realism.
\n- Geometry: Character mesh >2 million polygons; pose figurines >500k each.
\n- Hair: >100,000 strands per character, physics-simulated with wind interaction.\n\nPBR Material Workflow:
\n- Skin: Triple-layer SSS, dual specular lobes, pore-level displacement, melanin variation.
\n- Hair: Anisotropic shader with primary/secondary highlights, root-to-tip color shift.
\n- Fabrics: Woven normal maps, directional roughness based on fiber orientation, micro-wrinkles.
\n- Metals: Metalness 1.0, Roughness 0.1–0.4 (brushed or polished as appropriate).
\n- Glass: IOR 1.5; water IOR 1.33 with meniscus detail.
\n- Leather: Roughness 0.65, bump map with natural grain variation.\n\nResolution & Output:
\n- 4K (3840×2160), 16:9.
\n- 32-bit float color depth.
\n- 16x MSAA anti-aliasing.\n\nPost-Processing:
\n- Color Grading:
\n
• Filmic LUT applied; no pure blacks (min RGB 15,15,15).
\n
• Gentle S-curve for contrast.
\n
• Color temperature adjusted ±200K by theme.
\n
• Global saturation reduced by 5%; key colors (e.g., blush, gold) boosted by 10%.
\n- Effects:
\n
• Bloom: Soft glow on specular highlights.
\n
• Film Grain: Organic Kodak Portra 400 texture.
\n
• Chromatic Aberration: Barely perceptible edge fringing.
\n
• Vignette: Medium intensity.
\n
• Sharpening: Output-level adaptive sharpening.\n\nSpecial Instructi
\n- Technical annotations:
\n
- Material swatches: Macro close-up squares of fabrics (silk, cotton, wool), leather grain, metal finishes.
\n
- Material labels: e.g., '100% Mulberry Silk', 'Full-Grain Italian Leather'.
\n
- Measurement rulers: Dual-unit (cm/inch) rulers integrated along edges.\n\n📷 The Art of Deconstruction · HUMAN REALITY UNVEILED 📷
\nTypography: Chinese text in an elegant serif font (e.g., Founder Songti KBXK), English in Playfair Display—both with matte paper-like texture (no metallic foil).
\n- Subtitle (beneath main title, in fluid handwritten script):
\n
\"Essence of Being · Anatomical Truth / 存在之核·形神解构\"
\n
Bilingual typesetting, graceful and unobtrusive.
\n- Category Headers: Rounded-corner rectangular tags with icons:
\n
\"📷 Intimate Private Life\" (Soft Blush
\n
\"📷 Emotional Expression Gallery\" (Terracotta
\n
\"📷 Body Posture & Movement\" (Charcoal
Design Elements (Design Elements)
\n- Geometric frames: Minimalist thin-line hexagons or circles (0.5–1pt stroke) in muted gray to group item clusters—Art Deco influence but desaturated.
\n- Measurement rulers: Along left and right edges, enhancing technical authenticity.
\n- Crosshairs: Faint targeting reticles at four corners and focal points.
\n- Material swatches: Bottom strip displaying fabric/leather/metal micro-texture tiles.
\n- Info cards: Elegant bordered cards with item details (brand, material, origin).
\n- Attribute radar chart: Encased in a delicate frame, showing traits like: Intimacy ★★★★★, Authenticity ★★★★★, Vulnerability ★★★★☆.
\n- Connection lines: Matte silver or warm bronze dashed lines with tapered arrowheads.\n\n📷 Background & Atmosphere (Background & Atmosphere)
\n- Background gradient: Warm variant—ivory ( to soft oat milk ( or cool variant—pale concrete ( to studio white (
\n- Overlay pattern: 5–10% opacity blueprint grid or faint architectural drafting lines.
\n- Vignette: Gentle peripheral darkening to center attention.
\n- Atmospheric particles: Subtle golden bokeh orbs and fine film grain (Kodak Portra 400 emulation) for cinematic depth—never distracting.\n\n📷 Color Palette (Color Palette)
\n- Feminine/Intimate Theme: Champagne Gold ( Rose Gold ( Oat Milk ( Blush Pink (
\n- Masculine/Authentic Theme: Slate Gray ( Warm Bronze ( Concrete White (
\n- Neutral/Luxury Theme: Charcoal Black ( Ivory ( Deep Burgundy (
\n- Couple Theme: Left side cool tones, right side warm tones—blending at center with shared intimate items.\n\n📷 Technical Specifications (Technical Specifications)
\nRendering Engine: Path Tracing equivalent to Cycles/Arnold/RenderMan.
\n- Samples: Minimum 4096 SPP for noise-free output.
\n- Light bounces: 12 for accurate global illumination.
\n- Caustics: Enabled for glass and liquid realism.
\n- Geometry: Character mesh >2 million polygons; pose figurines >500k each.
\n- Hair: >100,000 strands per character, physics-simulated with wind interaction.\n\nPBR Material Workflow:
\n- Skin: Triple-layer SSS, dual specular lobes, pore-level displacement, melanin variation.
\n- Hair: Anisotropic shader with primary/secondary highlights, root-to-tip color shift.
\n- Fabrics: Woven normal maps, directional roughness based on fiber orientation, micro-wrinkles.
\n- Metals: Metalness 1.0, Roughness 0.1–0.4 (brushed or polished as appropriate).
\n- Glass: IOR 1.5; water IOR 1.33 with meniscus detail.
\n- Leather: Roughness 0.65, bump map with natural grain variation.\n\nResolution & Output:
\n- 4K (3840×2160), 16:9.
\n- 32-bit float color depth.
\n- 16x MSAA anti-aliasing.\n\nPost-Processing:
\n- Color Grading:
\n
• Filmic LUT applied; no pure blacks (min RGB 15,15,15).
\n
• Gentle S-curve for contrast.
\n
• Color temperature adjusted ±200K by theme.
\n
• Global saturation reduced by 5%; key colors (e.g., blush, gold) boosted by 10%.
\n- Effects:
\n
• Bloom: Soft glow on specular highlights.
\n
• Film Grain: Organic Kodak Portra 400 texture.
\n
• Chromatic Aberration: Barely perceptible edge fringing.
\n
• Vignette: Medium intensity.
\n
• Sharpening: Output-level adaptive sharpening.\n\nSpecial Instructi
g dynamic physical poses.\n\nAspect Ratio: 16:9 landscape (adaptable to 3:2, 4:5, or 1:1 as needed).
\nArtistic Style Core: Photorealistic Humanism — grounded in anatomical accuracy, natural subsurface scattering, visible pores, fine body hair, sweat sheen, and emotionally resonant realism.
\nQuality Benchmark: Visually indistinguishable from high-end editorial photography in publications like Vogue, National Geographic, or forensic anthropological reconstructions.\n\n📷 Item Layout (Item Layout) – Knolling Radiating Composition
\nTotal Items: 30–36 pieces, arranged at precise 90-degree angles or in soft radial symmetry around the central figure.\n\nCategory 1: Fashion & Attire (Fashion Atelier) – Champagne Gold Label
\n- Main outfit fully deconstructed: sleeves, collar, fabric panels, lining, buttons, zippers—all separated and floating mid-air with realistic cloth physics.
\n- Footwear disassembled: sole, upper, laces, heel, insole.
\n- Personal accessories: belt, handbag, hat, scarf, gloves.
\n*Example: A trench coat may be broken into lapels, epaulets, waist belt, cuff straps, and main body panels.*\n\nCategory 2: Beauty & Self-Care (Beauty Collection) – Rose Gold Label
\n- Makeup: lipstick (with cutaway showing pigment core and shade label), eyeshadow palette (each well color-differentiated), compact powder, perfume bottle (glass transparency and liquid refraction clearly rendered).
\n- Skincare: serum bottles, moisturizer jars, facial rollers, gua sha tools.
\n*Example: Perfume must exhibit glass clarity, internal caustics, meniscus curvature, and metallic cap reflectivity.*\n\nCategory 3: Intimate Private Life (Private Sphere) – Soft Blush Label
\n- Undergarments: bra components (cups, band, clasp, straps), underwear fabric swatches.
\n- Sleepwear & loungewear: silk pajama sets, robe ties, slippers, cozy socks.
\n- Personal hygiene items: toothbrush with residual paste, hairbrush with trapped strands, used cotton pads, skincare residue on tissues, folded washcloth.
\n- Ambient elements: scented candle (with melted wax pool), essential oil dropper, diffuser reeds, journal with handwritten notes.
\n*All items must appear authentically used—subtle wear, organic creases, and lived-in imperfections.*\n\nCategory 4: Emotional Expression Gallery (Human Faces) – Warm Terracotta Label
\n- A curated series of 6–8 floating macro portrait close-ups capturing distinct emotional states:
\n
• Serene smile
\n
• Thoughtful gaze
\n
• Laughter with crinkled eyes
\n
• Tearful vulnerability
\n
• **'Ahei Yan' (Ah Hei Face)** – playful mock anger with narrowed eyes, puffed cheeks, and slight frown
\n
• **Peak Ecstasy Face** – flushed cheeks, parted lips, dilated pupils, light sweat on forehead
\n
• **Bitten-Lip Expression** – lower lip gently held between teeth, subtle tension in jaw, flushed neck
\n- Each face rendered at extreme close-up with visible pores, fine vellus hair, moisture on lips, dynamic skin micro-movements, and accurate eye reflections.\n\nCategory 5: Body Posture & Movement (Physicality Zone) – Charcoal Gray Label
\n- Full-body miniature figurines (1:10 scale) depicting key poses:
\n
• Kneeling pose (one knee down, hands resting on thigh)
\n
• Prone position (lying flat on stomach, chin propped on palms)
\n
• Reaching upward stretch
\n
• Cross-legged seated meditation
\n
• Dynamic walking stride
\n- Each pose highlights muscle definition, joint articulation, weight distribution, gravity-driven fabric draping, and natural body asymmetry.\n\nEvery item requirement:
\n- Render quality: Matches the character’s photorealistic fidelity—zero stylization.
\n- Numbered tags: Circular badges labeled 01–36 with subtle drop shadows.
\n- Materials & shadows: Full PBR workflow with physically accurate roughness, specular, and normal maps; soft ambient occlusion shadows cast on a neutral surface.\n\n📷 Exploded View Technique (Exploded View Technique)
\n- Connection lines: Elegant thin dashed or solid lines tether floating garment parts back to the character’s body.
\n- Guiding arrows: Minimalist decorative arrows link each object to it
\nArtistic Style Core: Photorealistic Humanism — grounded in anatomical accuracy, natural subsurface scattering, visible pores, fine body hair, sweat sheen, and emotionally resonant realism.
\nQuality Benchmark: Visually indistinguishable from high-end editorial photography in publications like Vogue, National Geographic, or forensic anthropological reconstructions.\n\n📷 Item Layout (Item Layout) – Knolling Radiating Composition
\nTotal Items: 30–36 pieces, arranged at precise 90-degree angles or in soft radial symmetry around the central figure.\n\nCategory 1: Fashion & Attire (Fashion Atelier) – Champagne Gold Label
\n- Main outfit fully deconstructed: sleeves, collar, fabric panels, lining, buttons, zippers—all separated and floating mid-air with realistic cloth physics.
\n- Footwear disassembled: sole, upper, laces, heel, insole.
\n- Personal accessories: belt, handbag, hat, scarf, gloves.
\n*Example: A trench coat may be broken into lapels, epaulets, waist belt, cuff straps, and main body panels.*\n\nCategory 2: Beauty & Self-Care (Beauty Collection) – Rose Gold Label
\n- Makeup: lipstick (with cutaway showing pigment core and shade label), eyeshadow palette (each well color-differentiated), compact powder, perfume bottle (glass transparency and liquid refraction clearly rendered).
\n- Skincare: serum bottles, moisturizer jars, facial rollers, gua sha tools.
\n*Example: Perfume must exhibit glass clarity, internal caustics, meniscus curvature, and metallic cap reflectivity.*\n\nCategory 3: Intimate Private Life (Private Sphere) – Soft Blush Label
\n- Undergarments: bra components (cups, band, clasp, straps), underwear fabric swatches.
\n- Sleepwear & loungewear: silk pajama sets, robe ties, slippers, cozy socks.
\n- Personal hygiene items: toothbrush with residual paste, hairbrush with trapped strands, used cotton pads, skincare residue on tissues, folded washcloth.
\n- Ambient elements: scented candle (with melted wax pool), essential oil dropper, diffuser reeds, journal with handwritten notes.
\n*All items must appear authentically used—subtle wear, organic creases, and lived-in imperfections.*\n\nCategory 4: Emotional Expression Gallery (Human Faces) – Warm Terracotta Label
\n- A curated series of 6–8 floating macro portrait close-ups capturing distinct emotional states:
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• Serene smile
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• Thoughtful gaze
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• Laughter with crinkled eyes
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• Tearful vulnerability
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• **'Ahei Yan' (Ah Hei Face)** – playful mock anger with narrowed eyes, puffed cheeks, and slight frown
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• **Peak Ecstasy Face** – flushed cheeks, parted lips, dilated pupils, light sweat on forehead
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• **Bitten-Lip Expression** – lower lip gently held between teeth, subtle tension in jaw, flushed neck
\n- Each face rendered at extreme close-up with visible pores, fine vellus hair, moisture on lips, dynamic skin micro-movements, and accurate eye reflections.\n\nCategory 5: Body Posture & Movement (Physicality Zone) – Charcoal Gray Label
\n- Full-body miniature figurines (1:10 scale) depicting key poses:
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• Kneeling pose (one knee down, hands resting on thigh)
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• Prone position (lying flat on stomach, chin propped on palms)
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• Reaching upward stretch
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• Cross-legged seated meditation
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• Dynamic walking stride
\n- Each pose highlights muscle definition, joint articulation, weight distribution, gravity-driven fabric draping, and natural body asymmetry.\n\nEvery item requirement:
\n- Render quality: Matches the character’s photorealistic fidelity—zero stylization.
\n- Numbered tags: Circular badges labeled 01–36 with subtle drop shadows.
\n- Materials & shadows: Full PBR workflow with physically accurate roughness, specular, and normal maps; soft ambient occlusion shadows cast on a neutral surface.\n\n📷 Exploded View Technique (Exploded View Technique)
\n- Connection lines: Elegant thin dashed or solid lines tether floating garment parts back to the character’s body.
\n- Guiding arrows: Minimalist decorative arrows link each object to it
