Flatten skill category directory structure

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# Character Design Format Example
Below is the standard format for a single character's `{character_name}/design.md`. Each character has its own directory and file.
```markdown
# The Traveller
## Appearance
- Age/Gender: Male, early 30s
- Build: Medium-lean, broad shoulders
- Hair: Dark brown, slightly curly, somewhat long
- Face: Short stubble, defined features
- Clothing: Red-grey plaid flannel shirt, worn brown cowboy boots, naturally faded jeans with knee wear
- Accessories: Old leather-strap watch on left wrist
## Personality
Calm and free-spirited, with world-weariness in his eyes but no defeat.
Unhurried movements, as if long accustomed to the open road and solitude.
## Signature Items
- Martin D-28 natural wood guitar (with wear marks and stickers)
- Beat-up dark blue Ford F-150 pickup truck
## Image Settings
Prompt:
A rugged man in his 30s with short stubble and slightly curly brown hair,
wearing a red-grey plaid flannel shirt and worn cowboy boots, carrying a
Martin acoustic guitar. Cinematic, 35mm film, warm amber tones, natural lighting.
single character, single view, no split screen, no multiple panels, no collage, no reference sheet.
Model: Midjourney V7 --ar 2:3
Reference: style_cache/cinematic/01_highway.png
## Candidates
- candidate_01.jpg — Midjourney V7, full body standing pose
- candidate_02.jpg — Kling, upper body close-up
- candidate_03.jpg — Midjourney V7, playing guitar side view
## Selected
selected.jpg (Candidate 01)
```
## Format Notes
- H1 `#` for character name
- H2 `##` for each section, must include these 6 sections:
- `## Appearance` — itemized list: age/gender, build, hair, face, clothing, accessories
- `## Personality` — expression, posture, overall temperament description
- `## Signature Items` — character-specific recognizable objects, list format
- `## Image Settings` — contains three sub-fields:
- `Prompt:` — English, combining character description with art style keywords
- `Model:` — image generation model name
- `Reference:` — art style reference image path (relative to theme directory)
- `## Candidates` — all generated candidate image paths (relative to character directory), with model and composition notes
- `## Selected` — final selected image path (chosen by user in preview page)
- Images stored in the character's directory (candidate_*.jpg, selected.jpg)
- Before user selection, `## Selected` section is left empty
## File Organization
```
./.mv/{song_name}/{theme}/
characters/
{character_name_1}/
design.md # Character design document
candidate_01.jpg # Candidate images
candidate_02.jpg
selected.jpg # Final selected image
{character_name_2}/
design.md
candidate_01.jpg
selected.jpg
```