Image Assistant

Trigger Methods

• "Make a graphic for this content / create several supporting images?"
• "Give me two (or multiple) image generation prompts"
• "Too much text, make it more interesting and readable"
• "Package this process into a prompt template/skills"
• "/image " "/配图" "/出图"

Process Overview

stages/01-brief.md

stages/02-plan.md

stages/03-copy.md

stages/04-prompts.md

stages/05-iterate.md

Scheduling Rules

1. Requirements not clearly defined (content + scenario + audience + text density) → Stage 1
2. Long article that needs chunking, or need to confirm "how many images / what each image covers" → Stage 2
3. Image list confirmed, but "exact text for each image" not finalized → Stage 3
4. Copy Spec confirmed, need to generate copyable prompts; (optional) batch generate images after prompt confirmation → Stage 4
5. User feedbacks "too much text / not good-looking / doesn't fit the cover" → Stage 5 (roll back to Stage 1 to re-lock requirements and text density if necessary)

• Inform the user of the current stage and deliverables for this stage
• Read the corresponding stage file and execute according to steps

Output Specifications (Must Follow)

• Each image has one "core message", do not include explanatory paragraphs in the image
• All Chinese text must be clearly readable: large font size, short sentences with minimal text, avoid dense small text
• Each prompt is output in an independent code block for easy copying
• Default output is 16:9 landscape (unless the user explicitly requests 3:4 comic/portrait)
• Default style: cream paper background + colored pencil watercolor hand-drawn + light doodles, fun but clean (can use

  templates/style-block.md

  )
• Once the Stage 3 deliverable (Copy Spec) is confirmed, the copy cannot be modified without permission in Stage 4; only packaging and parameter/constraint completion are allowed

Quick Start (Minimum Input for Users)

1. Content to be illustrated (can be a paragraph, a section, or an entire article)
2. Usage scenario + viewing distance (PPT projection for long-distance viewing / mobile phone for close viewing / poster)
3. Target audience (beginners/practitioners/managers/students...)
4. Preference: "more minimal and clean" or "higher information density"

• What type of images you roughly want: cover/table of contents, single-page overview, lecture explanation, social media poster (I will recommend based on scenario and preference if unsure)

• First output: Image list (quantity + one-sentence purpose for each + template recommendation) (Stage 2)
• After user confirmation: Output Copy Spec for each image (finalize text word by word) (Stage 3)
• After Copy Spec confirmation: Output copyable prompts/call packages for each image (Stage 4)
• (Optional) After prompt confirmation: Batch call API to generate images (continuous process within Stage 4)
• Enter iteration when the user says "too much text / not good-looking" (Stage 5)

File Structure

stages/
├── 01-brief.md
├── 02-plan.md
├── 03-copy.md
├── 04-prompts.md
└── 05-iterate.md

templates/
├── style-block.md
├── 16x9-infographic.md
├── 16x9-contrast-2cards.md
├── 16x9-3cards-insights.md
├── 16x9-cover-roadmap.md
├── 16x9-5panel-comic.md
├── api-config.md
├── apimart-curl.md
├── apimart-requests-jsonl.md
└── checklist.md

examples/
└── ai-tools-selection.md

scripts/
├── apimart_batch_generate.py
├── apimart.env.example
└── README.md