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kling-kolors-image

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Plan, generate, edit, reference, and quality-control still images with Kling AI's hosted IMAGE surfaces or Kuaishou's open Kolors checkpoints. Use for Kling IMAGE 3.0/3.0 Omni/O1/2.1 web, official Kling CLI/MCP or Open Platform integration, and local Kolors text-to-image, image-to-image, IP-Adapter, ControlNet, inpainting, or LoRA work. Do not use for Kling video, avatars, lip-sync, unofficial gateway APIs, or for assuming that current hosted Kling Image models are identical to the 2024 open Kolors weights.

skills/providers/image-generation/kling-kolors-image/SKILL.md

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# Produce still images with Kling and Kolors

Begin by resolving the name. “Kling image,” “Kolors,” and “可图” now refer to related but non-interchangeable surfaces.

| Surface | What it is | Appropriate use |
|---|---|---|
| Kling AI IMAGE 3.0 | Current hosted still-image generation and natural-language editing, with multi-reference support | Single stills, product/character continuity, restyling, localized edits |
| Kling AI IMAGE 3.0 Omni | Current hosted narrative-image model with image-series workflows and direct 2K/4K options | Storyboards, connected image sequences, high-resolution masters |
| Kling IMAGE O1 / 2.1 and older Open Platform pages | Earlier hosted workflows that may remain account/API dependent | Reproduce an existing approved pipeline only after live capability discovery |
| Open Kolors checkpoint | A 2024 Kuaishou latent-diffusion model distributed as weights and code | Local bilingual text-to-image and the separately released img2img, IP-Adapter, ControlNet, inpainting, FaceID, and DreamBooth-LoRA workflows |

**Documented fact, verified 2026-07-10:** Kling’s overview says its hosted image capabilities are based on Kuaishou’s Kolors technology, but it does not publish evidence that IMAGE 3.0, IMAGE 3.0 Omni, or O1 is the same checkpoint or API contract as `Kwai-Kolors/Kolors-diffusers`. Never move parameters, licenses, or benchmark conclusions between those surfaces without direct support.

## Frame the production decision
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