> ## Documentation Index
> Fetch the complete documentation index at: https://docs.apiyi.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Two Advanced Image Pages: Workflow Orchestration and a Prompt Doctor Skill

> The docs center adds two advanced image-generation pages: one takes apart the engineering layer consumer image products wrap around the model, with a five-step pipeline of rewrite, anchoring, parallel sampling, selection and retouching plus a copy-paste realism vocabulary; the other packages the pre-generation prompt review into a drop-in Agent Skill that can also review a finished image, defaulting to gpt-5.6-luna.

**2026/8/13 23:17 (UTC+8)** · Docs Update

📚 **Two advanced image pages: workflow orchestration and a prompt doctor skill**

Consumer image products beat a bare API call on the same model, and the difference is not in the model weights — it is the layer wrapped around the model. Two new pages take that layer apart and hand you a skill you can install directly:

* [Advanced Image Generation: Workflow and Realism](/en/api-capabilities/image-advanced-workflow): a five-step pipeline of rewrite layer, reference anchoring, client-side parallel sampling, vision-model selection and step-by-step retouching, plus a copy-paste realism vocabulary, three complete example prompts and a three-tier cost table.
* [Image Prompt Doctor Skill](/en/api-capabilities/image-prompt-doctor): a two-file Agent Skill that scores a prompt against six elements and returns a rewritten version before you generate, and can read a finished image back to point out which sentence was not executed; defaults to `gpt-5.6-luna`, pure Python standard library, nothing to install.

In our test, a casual prompt rewritten by the diagnosis and regenerated as-is lost every invented brand name and stray prop.

***

← [Back to Live Updates](/en/live) · 📚 [Monthly Archive](/en/live/archive)