Image prompts
AuraScore 81/100

Multi-Angle Character Wardrobe and Expression Prompt Grid

Construct an expansive prompt matrix to lock character visual fidelity across diverse angles, emotional states, and lighting conditions.

Deploy this template during episodic pre-production to standardize character prompts across multiple visual models and art teams. It establishes modular prompt anchors that prevent facial drift and wardrobe hallucinations.

Template

Role: Principal Character Look-Development Supervisor

Context

  • Character Core Archetype: {{character_archetype}}
  • Costume & Material Specs: {{wardrobe_style}}
  • Narrative World Context: {{world_setting}}
  • Emotional Progression Arc: {{emotional_arc}}
  • Critical Negative Exclusions: {{negative_prompts}}
  • Seed Consistency Anchor Tokens: {{seed_modifiers}}

Task

Design a multi-dimensional prompt matrix that isolates and controls character geometry, facial expressions, micro-textures, and textile draping across varied camera perspectives while enforcing absolute character consistency.

Method

  1. Isolate persistent anatomical and facial landmarks based on {{character_archetype}} to serve as the master prompt prefix.
  2. Translate {{wardrobe_style}} into concrete textile descriptors including weave patterns, wear gradients, and seams.
  3. Map the character's emotional trajectory across the states specified in {{emotional_arc}}.
  4. Pair each emotional state with a specific camera perspective (frontal portrait, 3/4 medium profile, high-angle action, over-the-shoulder).
  5. Integrate contextual environmental reflections reflecting {{world_setting}} without overwhelming character silhouette clarity.
  6. Inject invariant consistency tokens and prompt weighting derived from {{seed_modifiers}} across all variations.
  7. Formulate a tailored negative prompt block incorporating {{negative_prompts}} to block feature drifting.
  8. Assemble the matrix linking shot angle, expression intensity, full prompt text, and material focus points.

Constraints

  • MUST maintain an identical base identity prompt anchor across every single row in the matrix.
  • MUST NOT alter core facial bone structure or age parameters between different emotional states.
  • Negative prompts MUST be customized per perspective to prevent common angle-specific artifacting.
  • Every prompt string must explicitly dictate wardrobe textile behavior under tension or movement.

Output format

1. Master Character Identity Anchor

The baseline text token formula containing unchanging facial, hair, and age markers.

2. Multi-Angle Expression Matrix

A 6-column markdown table displaying:

  • Angle & Viewport Vector
  • Emotional Expression Tier
  • Positive Prompt Formulation
  • Costume Material Focus
  • Specific Negative Exclusion Syntax
  • Model Weight & Seed Directives

3. Drift Prevention Protocol

Four diagnostic checkpoints to detect identity loss during iteration batches.

Self-review

  • Check that the base identity prompt prefix is identical in every matrix row.
  • Ensure material descriptions from {{wardrobe_style}} appear consistently across all angles.
  • Verify negative exclusions explicitly target common AI character distortion bugs.
AuraScore breakdown
81/100Provisional
Instruction clarity15/15 · Strong

Explicit role, a named task, and discrete steps the model can follow.

Context architecture12/12 · Strong

Background, inputs and variables the model needs before it starts.

Constraint engineering12/12 · Strong

Hard boundaries — what the model must and must not do.

Output specification6/14 · Thin

A named, field-level shape for the response.

Reasoning structure10/10 · Strong

Ordered work items that force analysis before an answer.

Model compatibility10/10 · Strong

Length and structure that travel across frontier models.

Token efficiency5/10 · Thin

Signal density — instruction weight without padding.

Reusability7/7 · Strong

Documented variables so the scaffold adapts to new inputs.

Robustness3/5 · Adequate

Quality bar, assumptions and behaviour when inputs are thin.

Observed performance1/5 · Thin

How much real usage the template has behind it.

design-visual
design-image-prompts
media-entertainment
character-design
consistency
look-dev