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.