Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

This version is the one I am most satisfied with now. If you like it, remember to start...

This version is the one I am most satisfied with now. If you like it, remember to start it three times in a row. It is not easy to create. Wedding dressing room: Prompt: 4K hype...

December 5, 2025 · 2 min read

This version is the one I am most satisfied with now. If you like it, remember to start...
Figure 1 / source image

This version is the one I am most satisfied with now.

If you like it, remember to start it three times in a row.

It is not easy to create.

Wedding dressing room: Prompt: 4K hyper-detailed fashion photograph featuring hyper-realistic rendering.

**Crucial Character Consistency:** The character featured is precisely the same person shown in reference images, maintaining consistent facial features, hair style, and body structure across all shots.

{ "core_structure": { "description": "A candid, behind-the-scenes photograph of a bride getting her makeup done before a wedding.", "elements": [ { "object": "Bride", "attributes": ["young Asian woman", "happy and cute expression", "white strapless wedding dress", "elaborate white lace and pearl gloves", "diamond necklace", "hair in an updo with a silver hairpiece"] }, { "object": "Makeup Artists' Hands", "attributes": ["multiple hands applying makeup", "holding brushes and a compact mirror", "one hand with a gold watch"] }, { "object": "Makeup Station", "attributes": ["blurred in foreground", "makeup products", "brushes", "mirror"] } ] }, "style_definition": { "primary_style": "photorealistic | cinematic | documentary", "rendering_quality": "hyperrealistic | detailed | high-resolution", "surface_textures": ["authentic skin texture", "delicate lace and fabric details", "metallic jewelry sheen"], "lighting": "soft ambient | warm indoor lighting | flattering beauty light" }, "technical_specifications": { "camera_settings": { "depth_of_field": "shallow, focusing on the bride's face", "focal_length": "50mm or 85mm portrait lens", "aperture": "f/2.8", "exposure": "balanced for indoor lighting" }, "resolution": "high definition | professional quality", "rendering": ["anti-aliasing", "low noise", "accurate color reproduction"], "physics_accuracy": ["realistic fabric drape", "natural light fall-off"] }, "material_properties" : { "skin_textures": ["smooth with natural pores", "flawless makeup application"], "fabric_details": ["intricate lace patterns on gloves", "satin sheen of the dress", "bead and pearl textures"], "surfaces": ["reflective mirror", "metallic makeup tools", "polished jewelry"], "transparency": ["sheer lace fabric"] }, "environmental_factors": { "atmosphere": ["warm and intimate", "bustling preparation environment"], "time_season": ["wedding day preparation", "indoor setting"], "p articles": ["none visible"] }, "composition_controls": { "perspective": "eye-level, slightly candid angle", "framing": "medium close-up, rule of thirds applied to the bride's face", "subject_placement": "bride is central, framed by the makeup artists' hands" }, "quality_keywords": { "include": ["photorealistic", "candid moment", "wedding photography", "behind-the-scenes", "detailed textures", "warm lighting"], "avoid": ["oversaturated colors", "unrealistic posing", "harsh sha dows"], "reference": ["professional wedding photography", "editorial beauty shot"] } }

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Article argument map

Generated from the post's content graph

FORMATTOPICCAPABILITYMARKETcoverssignalssignalssignalssignalsFORMATarticle featureTOPICtoolingCAPABILITYevaluationCAPABILITYtechnical writingCAPABILITYproduct surfaceMARKETopen-source builders
Mermaid outline
flowchart LR
  format-article["article feature"]
  topic-tooling["tooling"]
  capability-evaluation["evaluation"]
  capability-technical-writing["technical writing"]
  capability-product-surface["product surface"]
  market-open-source-builders["open-source builders"]
  format-article -->|covers| topic-tooling
  format-article -->|signals| capability-evaluation
  format-article -->|signals| capability-technical-writing
  format-article -->|signals| capability-product-surface
  format-article -->|signals| market-open-source-builders

Visual structure

Essay structure map

Built from summary and key paragraph positions

This version is the one I am most satisfied with now. If you like it, remember to sta...THESISThis version is theone I am mostsatisfied with now. Ifyou like it, rememberSIGNALThis version is theone I am mostsatisfied with now.OPERATORWedding dressing room:Prompt: 4Khyper-detailed fashionphotograph featuringIMPLICATION{ "core_structure": {"description": "Acandid,behind-the-scenes
Mermaid outline
flowchart LR
  thesis["This version is the one I am most satisfied with now. If you like it, remember to start it three times in a..."]
  signal["This version is the one I am most satisfied with now."]
  operator["Wedding dressing room: Prompt: 4K hyper-detailed fashion photograph featuring hyper-realistic rendering."]
  implication["{ \"core_structure\": { \"description\": \"A candid, behind-the-scenes photograph of a bride getting her makeup..."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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