A storyboard from a script with a consistent cast

First, break the script into a shot list with this instruction, word for word, and show it to me as a table. Do not draw anything until I approve it:
Break this script into a storyboard shot list. One line per shot: number, shot size, camera angle, the action in one sentence, duration in seconds (2 to 5). Keep screen direction consistent and say who is on the left and who is on the right in every shot. Script: [paste the script]

When I approve the list, make the cast sheet with GPT Image 2.5 Sunburst (model_openai-gpt-image-2-5-sunburst), width 2048, height 1152, quality "high", with Isa's approved portrait as the only reference, in referenceImages as an array. Prompt, word for word:
Character reference sheet for an animated feature film. The reference image is Isa: keep her face, freckles, wavy auburn hair tied back, brass goggles on her forehead, cream shirt with rolled sleeves, soot-stained brown leather apron, olive trousers and worn brown boots exactly as shown. Plain warm light-grey background, no text, no labels.

Two characters, each shown full body in three views side by side: front, three-quarter, back. Same scale, standing on one faint ground line, empty hands.

Left group, ISA: the 12-year-old glassblower's apprentice from the reference image.

Right group, MASTER OREN: a stout elderly glassblower, a head and a half taller than Isa, bald with a thick white walrus mustache, round leather-rimmed spectacles, rolled shirt sleeves showing strong forearms, a long burn-marked dark leather apron over a faded blue shirt, grey trousers, heavy boots.

Bottom row, small: four head close-ups of Isa (proud smile, surprised, worried, determined) and two of Oren (warm smile, laughing).

Style: prestige painterly 3D feature animation, hand-painted textures, expressive appealing shapes, soft volumetric light, rich color. Even soft studio light. Clean gutters between figures.

Then make a prop and location sheet with the same settings and the city mood image as the reference: Isa's round amber glass globe lantern with exactly three brass bands and a ring handle, the single stone arch of the Great Bridge hung with lanterns, Oren's canal-side workshop with its round furnace and stone steps, and the canal between tall leaning houses. Quote the cost with a dry run first and wait for my go.

Make one panel per approved shot with GPT Image 2.5 Sunburst (model_openai-gpt-image-2-5-sunburst): referenceImages as an array, the cast sheet first and the prop and location sheet second; width 1536, height 864, quality "high". Save this block to a file and start every panel prompt with it, word for word, then add the shot line on a new paragraph:
Storyboard panel for an animated feature film. Loose graphite pencil sketch on plain white paper, quick confident lines, light grey shading only, no color, no text, no numbers, no arrows, no panel border. Image 1 is the cast sheet: Isa, a 12-year-old girl with wavy hair tied back, goggles on her forehead, rolled shirt sleeves, a long leather apron, trousers and boots; Master Oren, stout and a head and a half taller, bald, thick white walrus mustache, round spectacles, rolled sleeves, long leather apron. Match their proportions, faces, hair and costume shapes. Image 2 is the prop and location sheet: Isa's round glass globe lantern with three brass bands and a ring handle on top, the single stone arch of the Great Bridge hung with lanterns, Oren's canal-side workshop with its round furnace and stone steps, and the canal between tall leaning houses. In every exterior shot the canal flows from left to right and the Great Bridge is on the right side of the frame.

For example, panel 5's shot line, word for word:
Shot: 5. OVER THE SHOULDER, behind Isa standing in the punt. The lantern floats away from her on the current, left to right, toward the Great Bridge on the right side of the frame, getting smaller. Isa reaches one arm out after it.

Start all panels with wait: false and collect them with one jobs_wait. Quote the total first and wait for my go. Never put panel numbers, shot sizes or seconds in a prompt.

For each panel, tell me who is in it, which way the canal flows, where the Great Bridge is, and whether the lantern has its three bands and ring. Redo only the panels that fail. For panel 6, use this retake prompt, word for word, with the same references and settings:
Storyboard panel for an animated feature film. Loose graphite pencil sketch on plain white paper, quick confident lines, light grey shading only, no color, no text, no numbers, no arrows, no panel border. Image 1 is the cast sheet: Isa, a 12-year-old girl with wavy hair tied back, goggles on her forehead, rolled shirt sleeves, a long leather apron, trousers and boots. Match her proportions, face, hair and costume shapes. Image 2 is the prop and location sheet: Isa's round glass globe lantern with three brass bands and a ring handle on top, and the single stone arch of the Great Bridge hung with lanterns.

Shot: 6. WIDE, dusk, under the arch of the Great Bridge. Isa stands alone in the punt holding the lantern high in both hands, its warm light filling the underside of the arch and reflecting on the water; the hanging lanterns of the parapet glow above. She is UNDER the only Great Bridge in the story: no other bridge, arch or viaduct appears anywhere in the frame, and the canal beyond the arch opens onto calm water and rooftops only.

Set each panel's number, shot size, action and seconds under it in code, from the same shot list, and lay out the board as one image. Create a collection named after the story, add the two sheets and the kept panels, and report the model, every asset ID, which panels you redid and the total cost spent.

Break this script into a storyboard shot list. One line per shot: number, shot size, camera angle, the action in one sentence, duration in seconds (2 to 5). Keep screen direction consistent and say who is on the left and who is on the right in every shot. Script: [paste the script]

Character reference sheet for an animated feature film. The reference image is Isa: keep her face, freckles, wavy auburn hair tied back, brass goggles on her forehead, cream shirt with rolled sleeves, soot-stained brown leather apron, olive trousers and worn brown boots exactly as shown. Plain warm light-grey background, no text, no labels.

Two characters, each shown full body in three views side by side: front, three-quarter, back. Same scale, standing on one faint ground line, empty hands.

Left group, ISA: the 12-year-old glassblower's apprentice from the reference image.

Right group, MASTER OREN: a stout elderly glassblower, a head and a half taller than Isa, bald with a thick white walrus mustache, round leather-rimmed spectacles, rolled shirt sleeves showing strong forearms, a long burn-marked dark leather apron over a faded blue shirt, grey trousers, heavy boots.

Bottom row, small: four head close-ups of Isa (proud smile, surprised, worried, determined) and two of Oren (warm smile, laughing).

Style: prestige painterly 3D feature animation, hand-painted textures, expressive appealing shapes, soft volumetric light, rich color. Even soft studio light. Clean gutters between figures.

Storyboard panel for an animated feature film. Loose graphite pencil sketch on plain white paper, quick confident lines, light grey shading only, no color, no text, no numbers, no arrows, no panel border. Image 1 is the cast sheet: Isa, a 12-year-old girl with wavy hair tied back, goggles on her forehead, rolled shirt sleeves, a long leather apron, trousers and boots; Master Oren, stout and a head and a half taller, bald, thick white walrus mustache, round spectacles, rolled sleeves, long leather apron. Match their proportions, faces, hair and costume shapes. Image 2 is the prop and location sheet: Isa's round glass globe lantern with three brass bands and a ring handle on top, the single stone arch of the Great Bridge hung with lanterns, Oren's canal-side workshop with its round furnace and stone steps, and the canal between tall leaning houses. In every exterior shot the canal flows from left to right and the Great Bridge is on the right side of the frame.

Shot: 5. OVER THE SHOULDER, behind Isa standing in the punt. The lantern floats away from her on the current, left to right, toward the Great Bridge on the right side of the frame, getting smaller. Isa reaches one arm out after it.

Storyboard panel for an animated feature film. Loose graphite pencil sketch on plain white paper, quick confident lines, light grey shading only, no color, no text, no numbers, no arrows, no panel border. Image 1 is the cast sheet: Isa, a 12-year-old girl with wavy hair tied back, goggles on her forehead, rolled shirt sleeves, a long leather apron, trousers and boots. Match her proportions, face, hair and costume shapes. Image 2 is the prop and location sheet: Isa's round glass globe lantern with three brass bands and a ring handle on top, and the single stone arch of the Great Bridge hung with lanterns.

Shot: 6. WIDE, dusk, under the arch of the Great Bridge. Isa stands alone in the punt holding the lantern high in both hands, its warm light filling the underside of the arch and reflecting on the water; the hanging lanterns of the parapet glow above. She is UNDER the only Great Bridge in the story: no other bridge, arch or viaduct appears anywhere in the frame, and the canal beyond the arch opens onto calm water and rooftops only.