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image-generation-skill

调用 nano banana API(gemini-3.1-flash-image-preview)生成图片。支持纯文本生图和参考图生图。

Skill by Supreme-Ultimate

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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

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About

调用 nano banana API(gemini-3.1-flash-image-preview)生成图片。支持纯文本生图和参考图生图。

Use cases: backend

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What this skill can do and what it asks for, from its SKILL.md and code. Checked Oct 25, 2026.

Tools
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Secrets
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Install scripts
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Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/image-generation-skill

What's inside

Skill name
image-generation-skill
Description
调用 nano banana API(gemini-3.1-flash-image-preview)生成图片。支持纯文本生图和参考图生图。
License
MIT
Instructions
100 lines in SKILL.md · view on GitHub

Files (1)

  • SKILL.md

SKILL.md (first lines)

# image-generation-skill

## 概述
调用 nano banana API 将服化道/分镜提示词转化为图片。支持两种模式:
1. 纯文本生图:提示词 → API → PNG 图片
2. 参考图生图:提示词 + 本地参考图(base64 编码)→ API → PNG 图片

## 前置条件
- `.env` 或环境变量中配置了 `NANO_BANANA_API_KEY` 和 `NANO_BANANA_BASE_URL`
- Python 3 已安装
- `requests` 库已安装(`pip install requests`)

## 输入
- 提示词文件:`outputs/{剧本名}/assets/character-prompts.md`、`scene-prompts.md` 或 `prop-prompts.md`
- 单条提示词:直接传入文本
- 可选参考图:本地图片路径

## 输出
- 角色图:`outputs/{剧本名}/images/characters/{前缀}-{序号}.png`
- 场景图:`outputs/{剧本名}/images/scenes/{前缀}-{序号}.png`
- 物品图:`outputs/{剧本名}/images/props/{前缀}-{序号}.png`

## 执行流程

### 步骤1:环境检查
确认 `.env` 中有 `NANO_BANANA_API_KEY` 和 `NANO_BANANA_BASE_URL`:
```bash
test -f .env && grep -q "NANO_BANANA_API_KEY" .env && grep -q "NANO_BANANA_BASE_URL" .env
```

### 步骤2:生成角色图(第一批,无外部依赖)
```bash
python scripts/generate_image.py \
  --prompt-file "outputs/{剧本名}/assets/character-prompts.md" \
  --output-dir "outputs/{剧本名}/images/characters" \
  --prefix char
```

### 步骤3:生成物品图(第二批,白底独立策略,仅同族物品间有依赖)
```bash
python scripts/generate_image.py \
  --prompt-file "outputs/{剧本名}/assets/prop-prompts.md" \
  --output-dir "outputs/{剧本名}/images/props" \
  --image-base-dir "outputs/{剧本名}/images" \
  --prefix prop
```

### 步骤4:生成场景图(第三批,依赖角色图和物品图,通过 --image-base-dir 跨文件引用)
```bash
python scripts/generate_image.py \
  --prompt-file "outputs/{剧本名}/assets/scene-prompts.md" \
  --output-dir "outputs/{剧本名}/images/scenes" \
  --image-base-dir "outputs/{剧本名}/images" \
  --prefix scene
```

**生成顺序很重要**:角色 → 物品 → 场景 → 帧图,确保被引用的图先生成。场景引用角色图和物品图,所以必须在场景之前生成。帧图依赖角色图和场景图,所以最后生成。

### 步骤5:生成帧图(第四批,按集组织,依赖角色图 + 场景图)

帧图由 `seedance-storyboard-skill` 在生成提示词时同步输出到 `03-frame-requests.md`。帧图按集组织,不跨集累积。

```bash
python scripts/generate_image.py \
  --prompt-file "outputs/{剧本名}/storyboard/ep<N>/03-frame-requests.md" \
  --output-dir "outputs/{剧本名}/images/frames/ep<N>" \
  --image-base-dir "outputs/{剧本名}/images" \
  --prefix frame
```

帧图类型说明:
- **首帧图**:用于 I2V-首帧模式,锁定开场构图
- **尾帧图**:用于首尾帧模式,锁定结束画面
- **分镜参考图**:用于多参考模式多时段,引导各时段画面

### 步骤6(可选):参考图生图
```bash
python scripts/generate_image.py \
  --prompt "根据参考图风格生成..." \
  --reference-image /path/to/reference.png \
  --output-dir "outputs/{剧本名}/images/characters" \
  --prefix char-ref
```

### 步骤7:检查输出
- 确认图片文件存在且非空
- 报告生成成功/失败的数量

## 成功标准
- [ ] 所有提示词都已处理
- [ ] 图片文件存在且大小 > 0
- [ ] 文件命名符合 `{prefix}-{序号}.png` 规范
- [ ] 无 API 调用错误

## 错误处理
- API key 缺失:提示用户配置 `.env`
- API 调用失败:记录错误,继续处理下一条
- 图片解码失败:记录错误,跳过该条

From Supreme-Ultimate/novel-to-script-team, MIT.

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Last commit (this folder)
May 2, 2026 (5 months ago)

From GitHub (fetched Oct 24, 2026).

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License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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image-generation-skill. Agent Mart. https://agentmart.dev/skills/supreme-ultimate-image-generation-skill (last updated 2026-10-24)