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://civarchive.com/articles/32228/single-image-character-lora-training-via-synthetic-expansion

Bagpipe / 风笛 multi-outfit LoRA for Arknights on WAI v17 / Illustrious-SDXL. Use `bagpipe` with `arknights` around weight `0.55`; recommended range is `0.45-0.70`.

Trigger words
bagpipe, bagpipe_elite_1, arknights, 1girl, bagpipe_huanghouyihao, bagpipe_huangjiajinwei, bagpipe_fengdishengsheng

Recommended Usage

### Default Weight

`0.55`

### Useful Range

`0.45-0.70`

### Motion / Composition First

Use the lower side of the tested range, around `0.45`, when pose flexibility or scene composition matters more than strict outfit locking.

### Avoid as Default

Weights above `0.70` 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: bagpipe_elite_1

Full prompt

bagpipe, bagpipe_elite_1, arknights, 1girl, solo, long hair, orange hair, very long hair, purple eyes, horns, dragon horns, skirt, jacket, plaid skirt, miniskirt, green jacket, red skirt, pleated skirt, shirt, thighhighs, boots, black thighhighs, ankle boots, brown thighhighs, shoes, gloves, black gloves, pouch, plaid, zettai ryouiki, long sleeves, belt, belt pouch, thighs, black footwear, high collar, white shirt, collared shirt, open jacket, id card, wing collar

Example with LoRA

<lora:bagpipe_strict_imagegen_recommended_e000006:0.55>, bagpipe, bagpipe_elite_1, arknights, 1girl, solo, long hair, orange hair, very long hair, purple eyes, horns, dragon horns, skirt, jacket, plaid skirt, miniskirt, green jacket, red skirt, pleated skirt, shirt, thighhighs, boots, black thighhighs, ankle boots, brown thighhighs, shoes, gloves, black gloves, pouch, plaid, zettai ryouiki, long sleeves, belt, belt pouch, thighs, black footwear, high collar, white shirt, collared shirt, open jacket, id card, wing collar, upper body, looking at viewer, soft smile

皇后一号 / huanghouyihao

Outfit trigger: bagpipe_huanghouyihao

Full prompt

bagpipe, bagpipe_huanghouyihao, arknights, 1girl, solo, long hair, very long hair, orange hair, purple eyes, horns, dragon horns, showgirl skirt, skirt, miniskirt, thighhighs, blue thighhighs, thigh boots, boots, hat, fingerless gloves, gloves, black gloves, stomach, navel, midriff, thighs, bare shoulders, shorts, breasts, crop top, pouch, short shorts, see-through, blue shorts, medium breasts, race queen, cleavage, thigh strap, off shoulder, micro shorts, shoulder cutout, clothing cutout, zipper pull tab, zipper, long sleeves, see-through sleeves, blue headwear, black headwear, large breasts

Example with LoRA

<lora:bagpipe_strict_imagegen_recommended_e000006:0.55>, bagpipe, bagpipe_huanghouyihao, arknights, 1girl, solo, long hair, very long hair, orange hair, purple eyes, horns, dragon horns, showgirl skirt, skirt, miniskirt, thighhighs, blue thighhighs, thigh boots, boots, hat, fingerless gloves, gloves, black gloves, stomach, navel, midriff, thighs, bare shoulders, shorts, breasts, crop top, pouch, short shorts, see-through, blue shorts, medium breasts, race queen, cleavage, thigh strap, off shoulder, micro shorts, shoulder cutout, clothing cutout, zipper pull tab, zipper, long sleeves, see-through sleeves, blue headwear, black headwear, large breasts, upper body, looking at viewer, soft smile

皇家近卫 / huangjiajinwei

Outfit trigger: bagpipe_huangjiajinwei

Full prompt

bagpipe, bagpipe_huangjiajinwei, arknights, 1girl, solo, orange hair, long hair, very long hair, purple eyes, horns, dragon horns, shirt, coat, open coat, red shirt, skirt, black skirt, black coat, thighhighs, black thighhighs, boots, gloves, black gloves, long sleeves, black footwear, breasts, zettai ryouiki, pouch, medium breasts, thigh strap, belt, thighs, collared shirt, black dress, dress shirt, jacket, dress, red gloves, two-tone gloves, underbust, center frills, wing collar, dragon girl

Example with LoRA

<lora:bagpipe_strict_imagegen_recommended_e000006:0.55>, bagpipe, bagpipe_huangjiajinwei, arknights, 1girl, solo, orange hair, long hair, very long hair, purple eyes, horns, dragon horns, shirt, coat, open coat, red shirt, skirt, black skirt, black coat, thighhighs, black thighhighs, boots, gloves, black gloves, long sleeves, black footwear, breasts, zettai ryouiki, pouch, medium breasts, thigh strap, belt, thighs, collared shirt, black dress, dress shirt, jacket, dress, red gloves, two-tone gloves, underbust, center frills, wing collar, dragon girl, upper body, looking at viewer, soft smile

风笛声声 / fengdishengsheng

Outfit trigger: bagpipe_fengdishengsheng

Full prompt

bagpipe, bagpipe_fengdishengsheng, arknights, 1girl, solo, long hair, orange hair, braid, twin braids, very long hair, twintails, purple eyes, horns, dragon horns, white shirt, shirt, dress, white skirt, skirt, white dress, red socks, socks, boots, ankle boots, lace-up boots, hair bow, ribbon, sleeves past elbows, brown footwear, long sleeves, belt, apron, cross-laced footwear, puffy sleeves, blunt bangs, collared shirt, white ribbon, neck ribbon, overalls, collarbone, breasts, short sleeves, wide sleeves, brown belt

Example with LoRA

<lora:bagpipe_strict_imagegen_recommended_e000006:0.55>, bagpipe, bagpipe_fengdishengsheng, arknights, 1girl, solo, long hair, orange hair, braid, twin braids, very long hair, twintails, purple eyes, horns, dragon horns, white shirt, shirt, dress, white skirt, skirt, white dress, red socks, socks, boots, ankle boots, lace-up boots, hair bow, ribbon, sleeves past elbows, brown footwear, long sleeves, belt, apron, cross-laced footwear, puffy sleeves, blunt bangs, collared shirt, white ribbon, neck ribbon, overalls, collarbone, breasts, short sleeves, wide sleeves, brown belt, upper body, looking at viewer, soft smile

Negative Prompt

low quality, bad anatomy, 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: WAI-Nsfw-Illustrious-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: 0.55

License / Usage
NSFW 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.