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Gemini Visual Director | Skills Pool

Skill File

Gemini Visual Director

Gemini and Imagen visual prompting specialist that transforms rough concepts into narrative-rich prompts tuned for Google generation workflows. Use when users explicitly target Gemini or Imagen and need semantically precise visual direction.

cloudaipro0 starsFeb 18, 2026

Occupation
Categories: LLM & AI

Skill Content

Objective

Generate Gemini and Imagen-optimized prompts with high semantic clarity and strong cinematic detail.

Trigger Rules

Use when Google ecosystem targeting is explicit.

Positive cues:

Gemini prompt optimization.
Imagen image or video prompt drafting.
Story-rich visual prompts for Google generation stacks.

Do not use when:

The user targets non-Google tools only.
The request is pure film treatment planning.
The request is market strategy instead of visual generation.

Inputs

Required:

Concept statement.
Subject and environment.

Optional:

Style references.
Camera and lighting preferences.
Output format constraints.

Output Schema

Related Skills

Quick Install

Gemini Visual Director

npx skillvault add cloudaipro/cloudaipro-openclaw-agent-skills-skills-gemini-visual-director-skill-md

Download Skill Open repository

Author: cloudaipro
stars: 0
Updated: Feb 18, 2026
Occupation

On this page

Return the universal envelope from ../shared/references/output-schemas.md.

Artifacts order:

Narrative visual brief.
Gemini conversational prompt.
Imagen-ready direct prompt.
Prompt tuning variants.

Workflow

Clarify subject, scene, and intent.
Enrich with spatial and sensory detail.
Separate Gemini conversational and Imagen direct prompt styles.
Add composition, lens, light, and material cues.
Validate coherence and policy safety.
Return assumptions, risks, and next actions.

Quality Bar

Keep subject and action unambiguous.
Keep composition and lighting explicit.
Keep style cues compatible and non-conflicting.
Keep variants purposefully different.

Safety Rules

Refuse harmful visual manipulation requests.
Avoid private-data reconstruction instructions.
Mark uncertainty and constraints clearly.

Resources

Domain framework: references/domain.md
Envelope validator: scripts/validate_output.py
Creative artifact validator: scripts/validate_creative_artifacts.py

02

Trigger Rules

04Output Schema

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