Image Generator Skill

Generate Gemini-guided visuals with six quality gates for lesson materials.

1|1|Updated Dec 23, 2025
One-click install
npx skills add https://github.com/NaveedTechLab/Sir-Junaid-Agents-Skills --skill image-generator-skill
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: Image Generator Skill
Source: https://github.com/NaveedTechLab/Sir-Junaid-Agents-Skills/tree/main/skills/image-generator
Command: npx skills add https://github.com/NaveedTechLab/Sir-Junaid-Agents-Skills --skill image-generator-skill

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps generate high-quality visuals by guiding Gemini through a structured multi-turn reasoning workflow, ensuring professional standards rather than relying on a single quick output.

Core Features & Use Cases

  • Multi-turn reasoning partnership: uses explicit principles and feedback to improve visual outputs.
  • Batch generation with automated quality gates: 6 gates (spelling, layout, color, typography, teaching effectiveness, uniqueness) and per-visual iteration.
  • Autonomous embedding: images are organized by part/chapter and embedded into lessons immediately after generation.
  • Pedagogical alignment: preserves narrative elements and supports embedding into educational content.

Quick Start

Use the Image Generator Skill to produce Gemini-guided visuals in batch mode. Start new chats per visual, apply principle-based feedback, validate with the 6 gates, and embed the resulting images into your lesson materials.

Frequently Asked Questions about Image Generator Skill

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate batch image generation for educational lessons?▼

Image generation for multiple educational chapters is automated by guiding Gemini through a structured multi-turn reasoning workflow, applying principle-based feedback, validating with six quality gates, and embedding the resulting images directly into lesson materials.

What quality checks are applied during Gemini-guided visual design?▼

Gemini-guided visual design enforces six automated quality gates—spelling, layout, color, typography, teaching effectiveness, and uniqueness—ensuring professional standards and pedagogical alignment before embedding images into lesson materials.

Can I generate pedagogical visuals across multiple chapters at once?▼

Generating pedagogical visuals across multiple chapters is supported through batch generation mode, which organizes images by part or chapter, applies per-visual iteration, and preserves narrative elements for embedding into educational content.

What is the best way to structure prompts for professional image creation?▼

Professional image creation is best structured by starting new chats per visual, applying explicit principles and feedback during multi-turn reasoning, and validating outputs through six quality gates rather than relying on a single quick generation.

Do I need browser-based generation tooling for batch visual generation?▼

Browser-based generation tooling and asset pipelines are required for batch visual generation, as the structured reasoning workflow relies on these tools to execute Gemini-guided outputs and autonomously embed them into lesson materials.