character-design-sheet

Name: character-design-sheet
Author: inference-sh

684installs94forks

How to install character-design-sheet?

inference-sh/skills/character-design-sheet

$npx -y skills add inference-sh/skills --skill character-design-sheet

Installs into the current project.

Summary

Character consistency across AI-generated images with reference sheets and LoRA techniques. Covers turnaround views, expression sheets, color palettes, and style consistency tricks. Use for: character design, game art, illustration, animation, comics, visual novels. Triggers: cha

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SKILL.md

1	> Install the belt CLI skill: `npx skills add belt-sh/cli`
2
3	# Character Design Sheet
4
5	Create consistent characters across multiple AI-generated images via [inference.sh](https://inference.sh) CLI.
6
7	## Quick Start
8
9	> Requires inference.sh CLI (`belt`). [Install instructions](https://raw.githubusercontent.com/inference-sh/skills/refs/heads/main/cli-install.md)
10
11	```bash
12	belt login
13
14	# Generate a character concept
15	belt app run falai/flux-dev-lora --input '{
16	"prompt": "character design reference sheet, front view of a young woman with short red hair, green eyes, wearing a blue jacket and white t-shirt, full body, white background, clean lines, concept art style, character turnaround",
17	"width": 1024,
18	"height": 1024
19	}'
20	```
21
22
23	## The Consistency Problem
24
25	AI image generation produces different-looking characters every time, even with the same prompt. This is the #1 challenge in AI art for any project requiring the same character across multiple images.
26
27	### Solutions (Ranked by Effectiveness)
28
29	\| Technique \| Consistency \| Effort \| Best For \|
30	\|-----------\|-------------\|--------\|----------\|
31	\| FLUX LoRA (trained on character) \| Very high \| High (requires training data) \| Ongoing projects, many images \|
32	\| Detailed description anchor \| Medium-high \| Low \| Quick projects, few images \|
33	\| Same seed + similar prompt \| Medium \| Low \| Variations of single pose \|
34	\| Image-to-image refinement \| Medium \| Medium \| Refining existing images \|
35	\| Reference image in prompt \| Varies \| Low \| When model supports it \|
36
37	## Reference Sheet Types
38
39	### 1. Turnaround Sheet
40
41	Shows the character from multiple angles:
42
43	```
44	┌────────┬────────┬────────┬────────┐
45	│ │ │ │ │
46	│ FRONT │ 3/4 │ SIDE │ BACK │
47	│ VIEW │ VIEW │ VIEW │ VIEW │
48	│ │ │ │ │
49	└────────┴────────┴────────┴────────┘
50	```
51
52	```bash
53	# Generate front view
54	belt app run falai/flux-dev-lora --input '{
55	"prompt": "character design, front view, young woman with short asymmetric red hair, bright green eyes, wearing navy blue bomber jacket over white graphic tee, dark jeans, red sneakers, standing in neutral pose, full body, clean white background, concept art, sharp details",
56	"width": 768,
57	"height": 1024
58	}' --no-wait
59
60	# Generate 3/4 view (same description)
61	belt app run falai/flux-dev-lora --input '{
62	"prompt": "character design, three-quarter view, young woman with short asymmetric red hair, bright green eyes, wearing navy blue bomber jacket over white graphic tee, dark jeans, red sneakers, standing, full body, clean white background, concept art, sharp details",
63	"width": 768,
64	"height": 1024
65	}' --no-wait
66
67	# Generate side view
68	belt app run falai/flux-dev-lora --input '{
69	"prompt": "character design, side profile view, young woman with short asymmetric red hair, bright green eyes, wearing navy blue bomber jacket over white graphic tee, dark jeans, red sneakers, standing, full body, clean white background, concept art, sharp details",
70	"width": 768,
71	"height": 1024
72	}' --no-wait
73
74	# Generate back view
75	belt app run falai/flux-dev-lora --input '{
76	"prompt": "character design, back view, young woman with short asymmetric red hair, wearing navy blue bomber jacket over white graphic tee, dark jeans, red sneakers, standing, full body, clean white background, concept art, sharp details",
77	"width": 768,
78	"height": 1024
79	}' --no-wait
80
81	# Stitch into reference sheet
82	belt app run infsh/stitch-images --input '{
83	"images": ["front.png", "three-quarter.png", "side.png", "back.png"],
84	"direction": "horizontal"
85	}'
86	```
87
88	### 2. Expression Sheet
89
90	Shows the character's face with different emotions:
91
92	```
93	┌────────┬────────┬────────┐
94	│NEUTRAL │ HAPPY │ ANGRY │
95	│ │ │ │
96	├────────┼────────┼────────┤
97	│ SAD │SURPRISE│THINKING│
98	│ │ │ │
99	└────────┴────────┴────────┘
100	```
101
102	Minimum 6 expressions: neutral, happy, angry, sad, surprised, thinking.
103
104	```bash
105	# Neutral
106	belt app run falai/flux-dev-lora --input '{
107	"prompt": "character portrait, close-up face, young woman with short red hair and green eyes, neutral calm expression, clean white background, concept art, consistent character design",
108	"width": 512,
109	"height": 512
110	}' --no-wait
111
112	# Happy
113	belt app run falai/flux-dev-lora --input '{
114	"prompt": "character portrait, close-up face, young woman with short red hair and green eyes, warm genuine sm

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character-design-sheet

684installs94forks

View on GitHub

How to install character-design-sheet?

inference-sh/skills/character-design-sheet

$npx -y skills add inference-sh/skills --skill character-design-sheet

Installs into the current project.

Summary

Files · 1

View on GitHub

SKILL.md

1	> Install the belt CLI skill: `npx skills add belt-sh/cli`
2
3	# Character Design Sheet
4
5	Create consistent characters across multiple AI-generated images via [inference.sh](https://inference.sh) CLI.
6
7	## Quick Start
8
9	> Requires inference.sh CLI (`belt`). [Install instructions](https://raw.githubusercontent.com/inference-sh/skills/refs/heads/main/cli-install.md)
10
11	```bash
12	belt login
13
14	# Generate a character concept
15	belt app run falai/flux-dev-lora --input '{
16	"prompt": "character design reference sheet, front view of a young woman with short red hair, green eyes, wearing a blue jacket and white t-shirt, full body, white background, clean lines, concept art style, character turnaround",
17	"width": 1024,
18	"height": 1024
19	}'
20	```
21
22
23	## The Consistency Problem
24
25	AI image generation produces different-looking characters every time, even with the same prompt. This is the #1 challenge in AI art for any project requiring the same character across multiple images.
26
27	### Solutions (Ranked by Effectiveness)
28
29	\| Technique \| Consistency \| Effort \| Best For \|
30	\|-----------\|-------------\|--------\|----------\|
31	\| FLUX LoRA (trained on character) \| Very high \| High (requires training data) \| Ongoing projects, many images \|
32	\| Detailed description anchor \| Medium-high \| Low \| Quick projects, few images \|
33	\| Same seed + similar prompt \| Medium \| Low \| Variations of single pose \|
34	\| Image-to-image refinement \| Medium \| Medium \| Refining existing images \|
35	\| Reference image in prompt \| Varies \| Low \| When model supports it \|
36
37	## Reference Sheet Types
38
39	### 1. Turnaround Sheet
40
41	Shows the character from multiple angles:
42
43	```
44	┌────────┬────────┬────────┬────────┐
45	│ │ │ │ │
46	│ FRONT │ 3/4 │ SIDE │ BACK │
47	│ VIEW │ VIEW │ VIEW │ VIEW │
48	│ │ │ │ │
49	└────────┴────────┴────────┴────────┘
50	```
51
52	```bash
53	# Generate front view
54	belt app run falai/flux-dev-lora --input '{
55	"prompt": "character design, front view, young woman with short asymmetric red hair, bright green eyes, wearing navy blue bomber jacket over white graphic tee, dark jeans, red sneakers, standing in neutral pose, full body, clean white background, concept art, sharp details",
56	"width": 768,
57	"height": 1024
58	}' --no-wait
59
60	# Generate 3/4 view (same description)
61	belt app run falai/flux-dev-lora --input '{
62	"prompt": "character design, three-quarter view, young woman with short asymmetric red hair, bright green eyes, wearing navy blue bomber jacket over white graphic tee, dark jeans, red sneakers, standing, full body, clean white background, concept art, sharp details",
63	"width": 768,
64	"height": 1024
65	}' --no-wait
66
67	# Generate side view
68	belt app run falai/flux-dev-lora --input '{
69	"prompt": "character design, side profile view, young woman with short asymmetric red hair, bright green eyes, wearing navy blue bomber jacket over white graphic tee, dark jeans, red sneakers, standing, full body, clean white background, concept art, sharp details",
70	"width": 768,
71	"height": 1024
72	}' --no-wait
73
74	# Generate back view
75	belt app run falai/flux-dev-lora --input '{
76	"prompt": "character design, back view, young woman with short asymmetric red hair, wearing navy blue bomber jacket over white graphic tee, dark jeans, red sneakers, standing, full body, clean white background, concept art, sharp details",
77	"width": 768,
78	"height": 1024
79	}' --no-wait
80
81	# Stitch into reference sheet
82	belt app run infsh/stitch-images --input '{
83	"images": ["front.png", "three-quarter.png", "side.png", "back.png"],
84	"direction": "horizontal"
85	}'
86	```
87
88	### 2. Expression Sheet
89
90	Shows the character's face with different emotions:
91
92	```
93	┌────────┬────────┬────────┐
94	│NEUTRAL │ HAPPY │ ANGRY │
95	│ │ │ │
96	├────────┼────────┼────────┤
97	│ SAD │SURPRISE│THINKING│
98	│ │ │ │
99	└────────┴────────┴────────┘
100	```
101
102	Minimum 6 expressions: neutral, happy, angry, sad, surprised, thinking.
103
104	```bash
105	# Neutral
106	belt app run falai/flux-dev-lora --input '{
107	"prompt": "character portrait, close-up face, young woman with short red hair and green eyes, neutral calm expression, clean white background, concept art, consistent character design",
108	"width": 512,
109	"height": 512
110	}' --no-wait
111
112	# Happy
113	belt app run falai/flux-dev-lora --input '{
114	"prompt": "character portrait, close-up face, young woman with short red hair and green eyes, warm genuine sm

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