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Identity Lock Studio: Create Consistent AI Characters for Images and Video

Identity Lock Studio is a specialized GPT for creators who need consistent AI characters across image series, storyboard sequences, and image-to-video prompts. Instead of relying on vague phrases like “same person” or “same character,” it builds a precise identity description that can be repeated across every prompt.

The main goal of Identity Lock Studio is identity continuity. It helps preserve the same face, hairstyle, age range, body type, posture, wardrobe, accessories, and recognizable visual features across different scenes, poses, locations, moods, eras, and video shots.

This makes the GPT useful for AI artists, content creators, marketers, storyboard artists, virtual character designers, and anyone working with tools such as Flux, SDXL, ComfyUI, Runway, Kling, Luma, Pika, or other image and video generation systems.

What Is Identity Lock Studio?

Identity Lock Studio is a custom GPT available here: Identity Lock Studio. It is designed to create structured prompt series where the character remains visually recognizable from one result to the next.

The core feature is the Identity Lock. This is a detailed English description of the character that appears at the beginning of every image prompt. It works as the continuity anchor for the whole series.

Instead of writing generic continuity instructions, Identity Lock Studio describes concrete traits: face shape, skin tone, hair, eyes, nose, lips, jawline, body type, posture, clothing, accessories, and defining visual details. This gives image generators clearer and more stable information to follow.

Who Is Identity Lock Studio For?

Identity Lock Studio is best for creators who do not want each generated image to look like a different person. It is especially useful when a character needs to appear across multiple scenes while keeping the same visual identity.

  • AI artists can create consistent character image series with stronger identity control.
  • Storyboard creators can build connected visual sequences with the same character.
  • Video AI users can generate paired image and motion prompts for image-to-video tools.
  • Brands and marketers can design a repeatable virtual ambassador or campaign character.
  • ComfyUI, Flux, and SDXL users can prepare cleaner prompts for controlled visual workflows.
  • Character designers can create reference sheets, pose sets, and continuity guidelines.

How the Identity Lock Studio Workflow Works

The workflow is strict by design. Identity Lock Studio does not generate final prompts immediately after receiving a reference image. It first analyzes the image, builds a character profile, creates an Identity Lock, and asks the user for approval.

Step User Action GPT Output
1 Upload a reference image or describe a character. The GPT analyzes visible identity details and reference limitations.
2 Review the analysis. The GPT creates PHOTO ANALYSIS, CHARACTER DNA, and IDENTITY LOCK.
3 Approve or request revisions. The GPT waits and does not generate final prompts yet.
4 Choose a prompt mode. The GPT adapts the prompt logic to the selected use case.
5 Enter the number of prompts. The GPT generates exactly the requested number of prompts.
6 Choose IMAGE prompts only or IMAGE + VIDEO prompts. The GPT produces copy-ready English prompt tables.

PHOTO ANALYSIS, CHARACTER DNA, and IDENTITY LOCK

The first stage is the character analysis. Identity Lock Studio checks how much information can be reliably extracted from the reference image. It looks at face visibility, body visibility, camera angle, lighting, image quality, style, and analysis limitations.

Next, it creates Character DNA. This section describes the character’s visual features in an organized way, including estimated age, face shape, complexion, hair, eyebrows, eyes, nose, lips, jawline, body type, posture, outfit, and overall visual presence.

Every trait is marked as either CONFIRMED or INFERRED. This is important because the GPT should not invent precise identity details when the reference image is unclear, blurry, dark, cropped, heavily filtered, or visually insufficient.

After that, the GPT creates the Identity Lock. This is the continuity engine. The full Identity Lock must be copied unchanged into every image prompt in the series.

Seven Prompt Modes in Identity Lock Studio

After the user approves the Character DNA and Identity Lock, the GPT presents seven prompt modes. Each mode is designed for a different type of character continuity project.

  1. Same character, same location, different poses — useful for testing face, outfit, posture, and body consistency in one controlled setting.
  2. Same character, different locations — the identity remains locked while the environment changes.
  3. Same character across different eras — the face and identity remain stable while the historical or futuristic context changes.
  4. Storyboard / narrative sequence — a connected series of scenes that creates a logical visual story.
  5. Creative mix — varied locations, moods, compositions, and ideas while preserving identity continuity.
  6. Character sheet — a reference set with views, poses, expressions, wardrobe, and visual consistency guidance.
  7. Custom mode — the user defines a specific format or creative structure.

Example: Four Storyboard Prompts from One Reference Photo

Imagine that the user uploads a reference photo of an adult woman wearing a beige wool coat, with short chestnut-brown hair, minimal gold earrings, and a calm focused expression. The user wants a four-shot storyboard sequence using mode 4.

Identity Lock Studio would not generate final prompts immediately. First, it would analyze the photo, create Character DNA, and produce an Identity Lock. A simplified example could look like this:


After the user approves the Identity Lock, chooses mode 4, enters four prompts, and selects IMAGE + VIDEO output, the GPT could generate a connected storyboard like this:

Image Prompt
| Field | Prompt | |—|—| | PROMPT 01 — IMAGE | Storyboard opening shot | | Identity Lock | Adult female-presenting person in her early-to-mid 30s with a light warm-neutral complexion, an oval slightly elongated face, balanced facial proportions, defined cheekbones, a clear jawline, and a softly pointed chin. She has short chin-length brown bob hair with a deep side part, smooth natural texture, and one side tucked near the ear. She has thick dark brown eyebrows with a straight-to-soft arch, brown almond-shaped eyes with a steady direct gaze, a straight medium nose with a narrow bridge and softly rounded tip, and medium-full muted rose lips with a defined cupid’s bow and calm neutral expression. She has a slim-to-average upper-body build, upright composed posture, small gold hoop earrings, a beige wool double-breasted coat with black buttons, and a cream ribbed turtleneck sweater. Preserve the realistic editorial street-portrait appearance, natural facial texture, elegant modern styling, and composed serious presence. | | Scene | She stands on a clean modern city sidewalk outside an office building, just after noticing a vibration from her phone in her coat pocket. Her expression is calm but alert, with the first hint of curiosity and concern. The moment should feel like the beginning of a quiet urban story. Keep the beige coat and cream turtleneck unchanged. | | Composition/Camera | Medium close-up portrait, eye-level camera, centered framing, 50mm portrait lens look, shallow depth of field, softly blurred pedestrians and architecture in the background, strong focus on her face and upper torso. | | Lighting | Soft overcast daylight, diffused natural light, gentle facial modeling, neutral tones, subtle urban atmosphere, realistic outdoor lighting with clean contrast. | | Style | Cinematic photorealism, editorial portrait photography, realistic fashion storytelling, high-end commercial urban look, no identity drift, no outfit changes, no extra main characters. |
Image Prompt
| Field | Prompt | |—|—| | PROMPT 02 — IMAGE | Storyboard progression shot | | Identity Lock | Adult female-presenting person in her early-to-mid 30s with a light warm-neutral complexion, an oval slightly elongated face, balanced facial proportions, defined cheekbones, a clear jawline, and a softly pointed chin. She has short chin-length brown bob hair with a deep side part, smooth natural texture, and one side tucked near the ear. She has thick dark brown eyebrows with a straight-to-soft arch, brown almond-shaped eyes with a steady direct gaze, a straight medium nose with a narrow bridge and softly rounded tip, and medium-full muted rose lips with a defined cupid’s bow and calm neutral expression. She has a slim-to-average upper-body build, upright composed posture, small gold hoop earrings, a beige wool double-breasted coat with black buttons, and a cream ribbed turtleneck sweater. Preserve the realistic editorial street-portrait appearance, natural facial texture, elegant modern styling, and composed serious presence. | | Scene | She walks with purpose through the city after reading the message, moving along a refined urban street toward a nearby destination. Her expression becomes more focused and determined, as if she has decided to act. The same beige coat and cream turtleneck remain unchanged. The city environment should feel coherent with the first shot. | | Composition/Camera | Medium shot, slight three-quarter angle, eye-level camera, 35mm lens look, cinematic framing with visible motion in her stride, background architecture and street depth visible, shallow-to-moderate depth of field. | | Lighting | Soft natural daylight consistent with the previous shot, slightly brighter ambient reflections from shop windows and pavement, realistic city light with gentle contrast. | | Style | Cinematic photorealism, editorial fashion realism, polished urban storytelling image, natural movement frozen in a still frame, no face morphing, no hairstyle change, no outfit change. |
Image Prompt
| Field | Prompt | |—|—| | PROMPT 03 — IMAGE | Storyboard emotional turning point | | Identity Lock | Adult female-presenting person in her early-to-mid 30s with a light warm-neutral complexion, an oval slightly elongated face, balanced facial proportions, defined cheekbones, a clear jawline, and a softly pointed chin. She has short chin-length brown bob hair with a deep side part, smooth natural texture, and one side tucked near the ear. She has thick dark brown eyebrows with a straight-to-soft arch, brown almond-shaped eyes with a steady direct gaze, a straight medium nose with a narrow bridge and softly rounded tip, and medium-full muted rose lips with a defined cupid’s bow and calm neutral expression. She has a slim-to-average upper-body build, upright composed posture, small gold hoop earrings, a beige wool double-breasted coat with black buttons, and a cream ribbed turtleneck sweater. Preserve the realistic editorial street-portrait appearance, natural facial texture, elegant modern styling, and composed serious presence. | | Scene | She pauses inside a quiet café by a large window, holding her phone and reflecting on the message she received. This is the emotional reaction shot: thoughtful, controlled, slightly distant, as if weighing an important decision. Her coat remains on, and the wardrobe stays unchanged. The location change should feel motivated by the previous shot. | | Composition/Camera | Seated medium close-up, three-quarter view, eye-level camera, 50mm lens look, shallow depth of field, window-side framing, subtle reflections in the glass, hands and phone partially visible in frame. | | Lighting | Soft window light from one side, natural diffused daylight, gentle highlights on the face, quiet interior atmosphere, elegant contrast without harsh shadows. | | Style | Film still aesthetic, cinematic photorealism, refined editorial realism, subtle emotional storytelling, no identity drift, no age change, no extra featured characters. |
Image Prompt
| Field | Prompt | |—|—| | PROMPT 04 — IMAGE | Storyboard resolution shot | | Identity Lock | Adult female-presenting person in her early-to-mid 30s with a light warm-neutral complexion, an oval slightly elongated face, balanced facial proportions, defined cheekbones, a clear jawline, and a softly pointed chin. She has short chin-length brown bob hair with a deep side part, smooth natural texture, and one side tucked near the ear. She has thick dark brown eyebrows with a straight-to-soft arch, brown almond-shaped eyes with a steady direct gaze, a straight medium nose with a narrow bridge and softly rounded tip, and medium-full muted rose lips with a defined cupid’s bow and calm neutral expression. She has a slim-to-average upper-body build, upright composed posture, small gold hoop earrings, a beige wool double-breasted coat with black buttons, and a cream ribbed turtleneck sweater. Preserve the realistic editorial street-portrait appearance, natural facial texture, elegant modern styling, and composed serious presence. | | Scene | She exits the café and steps back into the city with quiet confidence, having made her decision. Her expression is resolved, calm, and slightly stronger than before, suggesting closure and forward movement. She continues through the urban setting in the same outfit, completing the narrative arc. | | Composition/Camera | Medium shot leaning toward full-body framing if possible, eye-level camera, slight low-angle confidence boost, 35mm lens look, cinematic street composition, subject moving forward with background softly receding behind her. | | Lighting | Late overcast afternoon daylight, consistent natural city lighting, subtle brightness on her face, clean tonal separation, polished cinematic atmosphere. | | Style | Cinematic photorealism, premium editorial storytelling, modern fashion-film still, elegant continuity-focused visual, no outfit changes, no identity drift, no unrelated scene elements. |
This example shows the main advantage of the workflow. The same Identity Lock is repeated across all four prompts, while the scene, camera, lighting, and motion change in a controlled way. The result feels like a sequence from one short film instead of four unrelated AI images.

Why IMAGE + VIDEO Prompts Matter

Identity Lock Studio can generate image prompts only, but its IMAGE + VIDEO option is especially useful for creators working with image-to-video tools. Each image prompt receives a paired motion prompt that describes how the exact scene should animate.

The motion prompt does not create a new location or a different version of the character. It describes controlled movement: breathing, eye movement, a subtle head turn, walking, clothing motion, background movement, camera drift, push-in, tracking shot, or emotional progression.

This helps reduce common video generation problems such as identity drift, sudden wardrobe changes, unwanted scene transitions, face morphing, or inconsistent character behavior.

Best Use Cases for Identity Lock Studio

Identity Lock Studio is most useful when the project requires more than one image. A single image prompt can be written manually, but a longer series often breaks consistency. This GPT solves that by treating character identity as a locked structure.

  • Consistent character portraits
  • AI storyboard sequences
  • Virtual influencer concepts
  • Brand character campaigns
  • Image-to-video scene planning
  • Character sheets and pose references
  • AI film previsualization
  • Editorial or cinematic prompt series

Common Mistakes This GPT Helps Avoid

Many AI image series fail because the prompts rely on weak continuity language. Phrases like “same woman” or “same character” are not enough. Image models need repeatable visual anchors, not abstract instructions.

Identity Lock Studio also avoids generating precise identity details from poor references. If the image is too blurry, dark, cropped, or filtered, the GPT should ask for a clearer image instead of inventing details that may damage consistency later.

Final Thoughts

Identity Lock Studio is a practical GPT for creators who want better control over consistent AI characters. Its workflow is simple but strict: analyze the reference, build Character DNA, create an Identity Lock, wait for approval, choose a mode, enter the number of prompts, and then generate the final outputs.

For AI artists, marketers, storyboard creators, and video AI users, this structure can make character-based projects more predictable. Instead of hoping that every generation looks similar, you build a reusable identity system and carry it through the whole series.

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One Response

  1. I tried this GPT Model – “AIB – Identity Lock Studio”, I used the “Same character, different locations” option, and it worked very well, it generated prompts with exactly the same person as in the reference photo

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