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

Shamare / 巫恋 multi-outfit LoRA for Arknights on WAI v17 / Illustrious-SDXL. Use `shamare_arknights` with `arknights` around weight `0.55`; recommended range is `0.55-0.70`.

Trigger words
shamare_arknights, arknights, 1girl, shamare_arknights_elite_1, shamare_arknights_magic_castle_echoes, shamare_arknights_xiu_yun_he

Recommended Usage

### Default Weight

`0.55`

### Useful Range

`0.55-0.70`

### Motion / Composition First

Use the lower side of the tested range, around `0.55`, 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: shamare_arknights_elite_1

Full prompt

shamare_arknights, shamare_arknights_elite_1, 1girl, solo, pink_hair, two_side_up, curly_hair, blunt_bangs, animal_ears, pointy_ears, pink_eyes, large_tail, pink_tail, pale_skin, white_sailor_collar, white_shirt, detached_sleeves, black_dress, purple_dress, pink_plaid, corset, lace-up, frilled_skirt, white_thighhighs, skull_print, platform_heels, skull_hair_ornament, black_lace_hair_ribbon, heart_buckle, chest_badge, belt, shoulder_strap, arm_strap, ankle_strap, pink_bow, frilled_cuffs

Example with LoRA

<lora:shamare_arknights_strict_imagegen_recommended_e000006:0.55>, shamare_arknights, shamare_arknights_elite_1, 1girl, solo, pink_hair, two_side_up, curly_hair, blunt_bangs, animal_ears, pointy_ears, pink_eyes, large_tail, pink_tail, pale_skin, white_sailor_collar, white_shirt, detached_sleeves, black_dress, purple_dress, pink_plaid, corset, lace-up, frilled_skirt, white_thighhighs, skull_print, platform_heels, skull_hair_ornament, black_lace_hair_ribbon, heart_buckle, chest_badge, belt, shoulder_strap, arm_strap, ankle_strap, pink_bow, frilled_cuffs, upper body, looking at viewer, soft smile

魔城回响 / magic_castle_echoes

Outfit trigger: shamare_arknights_magic_castle_echoes

Full prompt

shamare_arknights, shamare_arknights_magic_castle_echoes, 1girl, solo, animal ears, animal tail, fluffy tail, pink hair, purple eyes, twintails, long hair, bangs, sidelocks, pale skin, gothic lolita, black dress, purple dress, sleeveless dress, corset, criss-cross straps, detached sleeves, layered skirt, frills, lace trim, asymmetrical skirt, mini top hat, black hat, purple hatband, black bow, skull hair ornament, hair ribbons, lace headdress, black choker, gemstone choker, dangling earrings, belt, chain belt, metal chains, ribbons, black mary janes, platform footwear, ankle straps

Example with LoRA

<lora:shamare_arknights_strict_imagegen_recommended_e000006:0.55>, shamare_arknights, shamare_arknights_magic_castle_echoes, 1girl, solo, animal ears, animal tail, fluffy tail, pink hair, purple eyes, twintails, long hair, bangs, sidelocks, pale skin, gothic lolita, black dress, purple dress, sleeveless dress, corset, criss-cross straps, detached sleeves, layered skirt, frills, lace trim, asymmetrical skirt, mini top hat, black hat, purple hatband, black bow, skull hair ornament, hair ribbons, lace headdress, black choker, gemstone choker, dangling earrings, belt, chain belt, metal chains, ribbons, black mary janes, platform footwear, ankle straps, upper body, looking at viewer, soft smile

绣云鹤 / xiu_yun_he

Outfit trigger: shamare_arknights_xiu_yun_he

Full prompt

shamare_arknights, shamare_arknights_xiu_yun_he, 1girl, solo, pink hair, pink eyes, long hair, twintails, hair bun, side locks, blunt bangs, animal ears, fox ears, pink fox ears, fox tail, pink tail, white robe, blue dress, layered dress, long sleeves, wide sleeves, white sleeves, blue sleeves, detached sleeves, frilled sleeves, high collar, capelet, shoulder armor, pleated skirt, dark blue skirt, white pantyhose, mary janes, blue footwear, hair ornament, flower hair ornament, ribbon, hair ribbon, feather hair ornament, tassel, blue tassel, white fur trim, blue gemstone, gold trim

Example with LoRA

<lora:shamare_arknights_strict_imagegen_recommended_e000006:0.55>, shamare_arknights, shamare_arknights_xiu_yun_he, 1girl, solo, pink hair, pink eyes, long hair, twintails, hair bun, side locks, blunt bangs, animal ears, fox ears, pink fox ears, fox tail, pink tail, white robe, blue dress, layered dress, long sleeves, wide sleeves, white sleeves, blue sleeves, detached sleeves, frilled sleeves, high collar, capelet, shoulder armor, pleated skirt, dark blue skirt, white pantyhose, mary janes, blue footwear, hair ornament, flower hair ornament, ribbon, hair ribbon, feather hair ornament, tassel, blue tassel, white fur trim, blue gemstone, gold trim, 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: 1024 x 1024
Sampler: DPM++ 2M
Scheduler: Karras
Steps: 30
CFG scale: 6.5
Hires.fix: disabled (no resolution enhancement)
LoRA weight: 0.55

License / Usage
NSFW generation is allowed. Author credit is required: jifengwang.
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.