Prompt<\/a> \"The Logical Bones.\"\u3002<\/p>\nGENERIC JSON TEMPLATE<\/strong><\/p>\nPlease keep the following structure as your \"director console\":
\n{
\nProject_Settings: {)
\n\"Style_Anchor\": 'Cyberpunk Neo-Noir' \/\/ style anchor
\nAspect_Ratio: \"21:9 UltraWidescreen\"\/ \/ Widescreen
\n},
\nSubject_Core: {
\n\"Character\": \"...\", \/ \/ Subject Description
\n\"Attire\":'..., \/ \/ clothing details
\n\"Action\": \"...\"\/ specific actions
\n},
\n\"Environ_Layer\": {
\n\"Location\":'..., \/ \/ scene
\n\"Weather\": \"...\" \/\/ Weather and atmosphere
\n\"Background_Details\": \"...\"\/ Background elements
\n},
\n\"Cinematography_Lock\": {\/ \/ [stylelock] core area
\n\"Camera_Gear\": \"IMAX 70mm Film Camera\",
\n\u201cLens_Type\u201d: \u201cPanavision Anamorphic Lens\u201d,
\n\"Lighting_Scheme\": \"Neon sidelighting mixed withrain fog,\",
\n\"Color_Grading\": \"Teal and Orange, High Contracting, Black Bypass\"
\n}
\n}
\nWhy would you do that<\/strong><\/p>\nFor nano banana\/midjourney: They're good at understanding semantics. JSON structures force LLM to naturally integrate the parameters in Cinematography_Lock into the environment, rather than omit details, when writing \u201csmall essays\u201d\u3002<\/p>\n
For FLUX\/SD: They're good at tagging. JSON structure allows LLM to extract a high weight Tag at the top of Prompt\u3002<\/p>\n
It's like putting a string on AI, no matter how you change the lead, the quality of the image will never change\u3002<\/p>\n
Phase III: Full-model operational adaptation (The Exchange)<\/strong><\/p>\nWITH THE STRUCTURE, WE JUST NEED TO LET LLM BE THE \"TRANSLATOR.\"\u3002<\/p>\n
Operational Command (Prompt Engineering)<\/strong><\/p>\nEnter your AI assistant (ChatGPT\/Gemini):<\/p>\n
\"YOU'RE A FILM MASTER. PLEASE WRITE A HINT FOR THE [TARGET MODEL NAME] BASED ON THE JSON DATA I HAVE PROVIDED\u3002<\/p>\n
Reads the parameters in Cinematography_Lock to ensure that they dominate Prompt\u3002<\/p>\n
Read Subject_Layer and integrate it into the scene\u3002<\/p>\n
In the case of nano banana, write a very graphic paragraph; in the case of Stable Diffusion, output the English Label Group.\u201d<\/p>\n
Operational effects<\/strong><\/p>\nin a narrow, rain-drenched ally of futistic Kowloon, a small family-surgeon against a Wet brick wall<\/p>\n
![\"8755aa36j00tl709010ld000v90hfp\"](\"https:\/\/www.1ai.net\/wp-content\/uploads\/2026\/09\/8755ae36j00tl70l9010ld000v900hfp.jpg\" "\\"8755aa36j00tl709010ld000v90hfp\\"")
<\/p>\n
FLUX Output: \u201cCinematic still, IMAX 70mm, Panavision air, 50mm, oval bokeh, Thai and Orange, black by paper, solid ground<\/p>\n
![\"7d8ec17bj00tl70ll00umd000v9000hfp\"](\"https:\/\/www.1ai.net\/wp-content\/uploads\/2026\/09\/7d8ec17bj00tl70ll00umd000v900hfp.jpg\" "\\"7d8ec17bj00tl70ll00umd000v9000hfp\\"")
<\/p>\n
You see, the core logic is perfectly consistent, and we have managed all the tools with a set of ideas\u3002<\/p>\n
Phase 4: Art of moving the picture - the verb<\/strong><\/p>\nWHEN WE FEED A HAPPY STATIC IMAGE TO THE VIDEO AI, DO NOT REPEAT THE PREVIOUS HINT\u3002<\/p>\n
ALL YOU HAVE TO DO IS TELL AI IN THE SIMPLEST WHITE WORD: HOW THE CAMERA GOES, HOW THE SUBJECT MOVES\u3002<\/p>\n
The core here is \u201cdeductive\u201d<\/strong><\/p>\nTHE STATIC MAP ALREADY HAS THE LIGHT, THE IMAGE, THE COLOR, THE VIDEO AI. IF YOU REPEAT THE \"SIBBUNK, NEON LIGHT\" AGAIN, IT WILL INTERFERE WITH IT. WHAT YOU NEED TO ENTER IS A PURE ACTION ORDER\u3002<\/p>\n
An all-powerful \u201cnatural language\u201d formula<\/strong><\/p>\nFormula: [horizon motion] + [subject micromotion] + [environment climate]<\/p>\n
Just fill it in and get a big sense:<\/p>\n
The camera movement:<\/p>\n
Want to show the big picture? Enter \"Slow zoom out \" (slowly pull out)\u3002<\/p>\n
Want to show your emotions? Enter \"Slow zoom in \" (slow approach)\u3002<\/p>\n
Want to show space? Enter \" Pan right \" \u3002<\/p>\n
Subject micromove (rejection of ghost animals):<\/p>\n
Person: \u201cHair blowing in wind\u201d, \u201cLooking around\u201d\u3002<\/p>\n
\"Running\" or \"Fighting.\" It's hard for AI now to deal with big moves, to write the more exaggerating, the faster it goes. Subtle movement is the real thing\u3002<\/p>\n
Environmental climate (increased sense of mobility):<\/p>\n
Input: \" Dust floating \" , \" Rain falling \" , \"Smoke rising \" \u3002<\/p>\n
3. Field demonstration<\/strong><\/p>\nLike that western cowboy picture:<\/p>\n
WRONG COMMAND: \"A COWBOY RIDES A HORSE IN THE GRAND CANYON, SUNSET, MOVIE SENSE...\"<\/p>\n
Correct natural language instruction:<\/p>\n
\"Slow cinematic zoom out, wind blowing the dust, worse breathing, subtle coat movement.\" I'm not sure<\/p>\n
Summarizing: Do this video step, forget complex parameters. As the director speaks to the photographer, the simplest English\/Chinese command image is \"move.\" The original painting determines the quality, and your natural language determines life\u3002<\/p>\n
Concluding remarks: from operator to director<\/strong><\/p>\nTHIS JSON WORKSTREAM ESSENTIALLY FREES YOU FROM YOUR CUMBERSOME \u201cTICK CARD\u201d AND FOCUSES YOUR ATTENTION ON THE REAL CORE OF CREATION \u2014 AESTHETIC AND NARRATIVE\u3002<\/p>\n
Aesthetics is your limit\u3002<\/p>\n
JSON IS YOUR FENCE\u3002<\/p>\n
LLM IS YOUR IMPLEMENTER\u3002<\/p>\n
AS LONG AS THE FUTURE AI TOOLS ARE LANGUAGE-DEPENDENT, THE STRUCTURED DIRECTOR THINKING WILL NEVER BE OBSOLETE. NOW, GO BUILD YOUR MOVIE UNIVERSE\u3002<\/p>","protected":false},"excerpt":{"rendered":"
Do you think it's easy for AI to map, but it's hard for \"control\"? Even a nano banana or a dream that can understand people's words often leads to a shift in style due to vague descriptions. This paper will reveal a set of Hollywood-level \"JSON Structured Thinking\" that will teach you how to use logic to lock up the aesthetics, eliminate deep differences in video generation, and create real video- and video-level work. Introduction: Why is your picture \"Assemble\"? In this time of the explosion of AI tools, tools like Nano Banana, Midjourney, or dream, already understand very complex natural languages. But most of the creators are still at the \"tick card\" stage: luck, a map. Bad luck. I can't feel it<\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[149,144],"tags":[802,3149,491,192,6481],"collection":[],"class_list":{"0":"post-57264","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"hentry","6":"category-jiaocheng","7":"category-baike","8":"tag-ai","11":"tag-prompt","12":"tag-6481"},"acf":[],"_links":{"self":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/posts\/57264","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/comments?post=57264"}],"version-history":[{"count":0,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/posts\/57264\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/media?parent=57264"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/categories?post=57264"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/tags?post=57264"},{"taxonomy":"collection","embeddable":true,"href":"https:\/\/www.1ai.net\/en\/wp-json\/wp\/v2\/collection?post=57264"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}
![\"2103734bj00tl70iq00jhd000uxrp\"](\"https:\/\/www.1ai.net\/wp-content\/uploads\/2026\/09\/2103734bj00tl70iq00jhd000u000xrp.jpg\" "\\"2103734bj00tl70iq00jhd000uxrp\\"")
<\/p>\n![\"739d03c9j00tl70j40048d000v9009op\"](\"https:\/\/www.1ai.net\/wp-content\/uploads\/2026\/09\/739d03c9j00tl70j40048d000v9009op.jpg\" "\\"739d03c9j00tl70j40048d000v9009op\\"")
<\/p>\n![\"be](\"https:\/\/www.1ai.net\/wp-content\/uploads\/2026\/09\/be4e2286j00tl70ji01b4d000u0011bp.jpg\" "\\"be")
<\/p>\n![\"b82f621cj00tl70jx00j7d000u00140p\"](\"https:\/\/www.1ai.net\/wp-content\/uploads\/2026\/09\/b82f621cj00tl70jx00j7d000u00140p.jpg\" "\\"b82f621cj00tl70jx00j7d000u00140p\\"")
<\/p>\n