The training and publication of this LoRA were conducted entirely by an autonomous Agent equipped with multiple embedded skills and tools. The complete workflow, including data generation, training configuration, model training, result organization, and automated release, was executed without human supervision. Based on the author’s manual inspection of representative samples, the resulting LoRA demonstrates strong character consistency, stable visual identity, and well-defined character anchors. These observations suggest that the proposed agent-driven workflow is both efficient and technically robust.

Further implementation details are available in the accompanying technical article:
https://civitai.com/articles/32228/single-image-character-lora-training-via-synthetic-expansion

Whisperain / 絮雨 multi-outfit LoRA for Arknights on WAI v17 / Illustrious-SDXL. Use `whisperain` with `arknights` around weight `0.70`; recommended range is `0.65-0.80`.

Trigger words
whisperain, whisperain_elite_1, arknights, 1girl, whisperain_guhanqiao, whisperain_yousui_yinxiu

Recommended Usage

### Default Weight

`0.70`

### Useful Range

`0.65-0.80`

### Motion / Composition First

Use the lower side of the tested range, around `0.65`, when pose flexibility or scene composition matters more than strict outfit locking.

### Avoid as Default

Weights above `0.80` are not recommended as the default because this project showed higher risk of reference-prop leakage and reduced composition flexibility.

Outfit Prompts

精英1 / elite_1

Outfit trigger: whisperain_elite_1

Full prompt

whisperain, whisperain_elite_1, arknights, 1girl, solo, grey hair, long hair, short hair, purple hair, very long hair, blue eyes, purple eyes, black dress, dress, two-tone dress, white dress, pantyhose, black pantyhose, gloves, white gloves, x hair ornament, hat, hair ornament, black gloves, hair over one eye, black footwear, long sleeves, mismatched legwear, bare shoulders, nurse cap, puffy sleeves, eyepatch, asymmetrical legwear, white headwear, gradient legwear, puffy long sleeves, medical eyepatch, detached sleeves, one eye covered, detached collar, buttons

Example with LoRA

<lora:whisperain_strict_imagegen_recommended_e000008:0.70>, whisperain, whisperain_elite_1, arknights, 1girl, solo, grey hair, long hair, short hair, purple hair, very long hair, blue eyes, purple eyes, black dress, dress, two-tone dress, white dress, pantyhose, black pantyhose, gloves, white gloves, x hair ornament, hat, hair ornament, black gloves, hair over one eye, black footwear, long sleeves, mismatched legwear, bare shoulders, nurse cap, puffy sleeves, eyepatch, asymmetrical legwear, white headwear, gradient legwear, puffy long sleeves, medical eyepatch, detached sleeves, one eye covered, detached collar, buttons, upper body, looking at viewer, soft smile

孤寒峭 / guhanqiao

Outfit trigger: whisperain_guhanqiao

Full prompt

whisperain, whisperain_guhanqiao, arknights, 1girl, solo, short purple hair, purple eyes, hair over one eye, medical eyepatch, x hair ornament, modest black and white floor-length layered gown, full skirt, long sleeves, wide sleeves, black gloves, white fur-trimmed shawl, fully covered black lace-up bodice, black footwear, kneehighs, choker

Example with LoRA

<lora:whisperain_strict_imagegen_recommended_e000008:0.70>, whisperain, whisperain_guhanqiao, arknights, 1girl, solo, short purple hair, purple eyes, hair over one eye, medical eyepatch, x hair ornament, modest black and white floor-length layered gown, full skirt, long sleeves, wide sleeves, black gloves, white fur-trimmed shawl, fully covered black lace-up bodice, black footwear, kneehighs, choker, upper body, looking at viewer, soft smile

幽邃隐修 / yousui_yinxiu

Outfit trigger: whisperain_yousui_yinxiu

Full prompt

whisperain, whisperain_yousui_yinxiu, arknights, 1girl, solo, purple hair, long hair, blue hair, purple eyes, blue eyes, hair between eyes, dress, black dress, two-tone dress, high heels, boots, thighhighs, high heel boots, pantyhose, thigh boots, gloves, white gloves, black footwear, habit, long sleeves, veil, nun, bare shoulders, black gloves, black collar, earrings, clothing cutout, black headwear, puffy sleeves, collar

Example with LoRA

<lora:whisperain_strict_imagegen_recommended_e000008:0.70>, whisperain, whisperain_yousui_yinxiu, arknights, 1girl, solo, purple hair, long hair, blue hair, purple eyes, blue eyes, hair between eyes, dress, black dress, two-tone dress, high heels, boots, thighhighs, high heel boots, pantyhose, thigh boots, gloves, white gloves, black footwear, habit, long sleeves, veil, nun, bare shoulders, black gloves, black collar, earrings, clothing cutout, black headwear, puffy sleeves, collar, upper body, looking at viewer, soft smile

Negative Prompt

low quality, bad , blurry, bad proportions, deformed hands, extra limbs, extra fingers, disfigured, low resolution, oversaturated, grainy, poorly drawn face, mutated, unrealistic, text, watermark, low detail, bad lighting, noisy background, bad composition, messy, blurry edges, artifacts, wrong perspective, long neck, bad posture, asymmetrical, pixelated, distorted, out of focus, clipping,
different outfit, alternate outfit, outfit change, costume change, wrong outfit, incorrect outfit, mismatched outfit, inconsistent outfit, redesigned outfit, modified outfit, extra clothes, missing clothes, incomplete outfit,

Recommended Generation Settings

Checkpoint: -17
Base resolution: 1024 x 1024
Final resolution: 2048 x 2048
Sampler: DPM++ 2M
Scheduler: Karras
Steps: 30
CFG scale: 6.5
Hires.fix: enabled
Hires upscaler: RealESRGAN_x4plus_anime_6B
Hires steps: 32
Denoising strength: 0.4
Upscale by: 2
Hires CFG scale: 6
LoRA weight: 0.70

License / Usage
generation is allowed. Author credit is required for this model release.
Generated images may not be sold. Selling this model, merges, or redistributed model files is not allowed.
Use on Civitai and other generation services is allowed. Sharing merges and using different permissions on merges are allowed.