Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

King Hu’s martial arts style tips! The effect is amazing! Prompt: { "core_structure": {...

King Hu’s martial arts style tips! The effect is amazing! Prompt: { "core_structure": { "description": "1960s Hong Kong Wuxia movie still, a scene capturing the essence of 'Jian...

December 21, 2025 · 2 min read

King Hu’s martial arts style tips! The effect is amazing! Prompt: { "core_structure": {...
Figure 1 / source image

King Hu’s martial arts style tips!

The effect is amazing!

Prompt: { "core_structure": { "description": "1960s Hong Kong Wuxia movie still, a scene capturing the essence of 'Jianghu'", "elements": [ { "object": "Martial artists / Wandering swordsmen / Ming Dynasty soldiers", "attributes": [ "wearing traditional Hanfu robes", "conical bamboo hats", "carrying ancient swords", "stoic expressions" ] } ] }, "style_definition": { "primary_style": "cinematic | vintage eastern aesthetic", "rendering_quality": "detailed | analog film look", " surface_textures": [ "vintage film grain", "Eastmancolor simulation", "slight motion blur" ], "lighting": "natural dramatic | backlit with god rays | misty ambient | silhouette against sunset" }, "technical_specifications": { "camera_settings": { "depth_of_field": "deep focus for landscapes / shallow for closeups", "focal_length": "35mm anamorphic lens", "aperture": "f/5.6 (for landscapes) | f/2.8 (for portraits)", "exposure": "balanced with slight underexposure for mood" }, "resolution": "professional quality", "rendering": [ "film grain noise", "soft vintage sharpness", "cinematic color grading" ], "physics_accuracy": [ "wire-fu gravity defiance", "flowing fabric in wind" ] }, "material_properties": { "skin_textures": [ "natural lighting on skin", "sweat or dust textures", "determined expressions" ], "fabric_details": [ "coarse linen texture", "flowing silk robes", "fluttering ribbons/veils", "historical embroidery" ], "surfaces": [ "weathered rocks", "bamboo nodes", "rusty iron", "dusty earth" ], "transparency": [ "atmospheric fog", "translucent fabric backlit" ] }, "environmental_factors": { "atmosphere": [ "heavy mountain mist", "spiritual haze", "dust kicked up by wind" ], "time_season": [ "golden hour", "gloomy overcast", "harsh midday sun", "dramatic sunset" ], "particles": [ "floating dust motes", "bamboo leaves in wind", "morning dew mist" ] }, "composition_controls": { "perspective": "ultra-wide cinematic shot | low angle looking up", "framing": "classic wide shot | rule of thirds | negative space dominance", "subject_placement": "figures small in vast landscape | symmetrical standoff" }, "quality_keywords": { "include": [ "King Hu style", "Shaw Brothers aesthetic", "wuxia atmosphere", "vintage 70s cinema", "epic composition", "painterly visuals" ], "avoid": [ "modern digital clean look", "neon colors", "3d render plastic look", "western clothing" ], "reference": [ "A Touch of Zen", "Dragon Inn", "Crouching Tiger Hidden Dragon" ] } }

Figure 2 / source image

Visual summary

Article argument map

Generated from the post's content graph

FORMATTOPICCAPABILITYMARKETcoverssignalssignalsFORMATarticle featureTOPICretrievalCAPABILITYevaluationCAPABILITYproduct surface
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flowchart LR
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  format-article -->|signals| capability-evaluation
  format-article -->|signals| capability-product-surface

Visual structure

Essay structure map

Built from summary and key paragraph positions

King Hu’s martial arts style tips! The effect is amazing! Prompt: { "core_structure":...THESISKing Hu’s martial artsstyle tips! The effectis amazing! Prompt: {"core_structure": {SIGNALKing Hu’s martial artsstyle tips!OPERATORThe effect is amazing!IMPLICATIONPrompt: {"core_structure": {"description": "1960sHong Kong Wuxia movie
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flowchart LR
  thesis["King Hu’s martial arts style tips! The effect is amazing! Prompt: { \"core_structure\": { \"description\": \"196..."]
  signal["King Hu’s martial arts style tips!"]
  operator["The effect is amazing!"]
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