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higgsfield-ai-prompt-skill

作者 OSideMedia · OSideMedia/higgsfield-ai-prompt-skill

18 sub-skills to craft cinematic Higgsfield AI prompts using the MCSLA formula, Soul ID, and 10 genre templates — pro video-gen prompting as a skill.

A skill bundle for Higgsfield AI prompt engineering. Wraps the MCSLA formula (Movement, Character, Setting, Lighting, Atmosphere), Soul ID character consistency, and Cinema Studio 2.5 settings into prompt templates keyed to specific genres — noir, action, dreamcore, docu, etc.

▶ 观看演示 📦 安装 💡 使用场景

为什么要用

核心特性

实时演示

实际使用效果

higgsfield-ai-prompt-skill.replay ▶ 就绪
0/0

安装

选择你的客户端

~/Library/Application Support/Claude/claude_desktop_config.json  · Windows: %APPDATA%\Claude\claude_desktop_config.json
{
  "mcpServers": {
    "higgsfield-ai-prompt-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/OSideMedia/higgsfield-ai-prompt-skill",
        "~/.claude/skills/higgsfield-ai-prompt-skill"
      ],
      "_inferred": true
    }
  }
}

打开 Claude Desktop → Settings → Developer → Edit Config。保存后重启应用。

~/.cursor/mcp.json · .cursor/mcp.json
{
  "mcpServers": {
    "higgsfield-ai-prompt-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/OSideMedia/higgsfield-ai-prompt-skill",
        "~/.claude/skills/higgsfield-ai-prompt-skill"
      ],
      "_inferred": true
    }
  }
}

Cursor 使用与 Claude Desktop 相同的 mcpServers 格式。项目级配置优先于全局。

VS Code → Cline → MCP Servers → Edit
{
  "mcpServers": {
    "higgsfield-ai-prompt-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/OSideMedia/higgsfield-ai-prompt-skill",
        "~/.claude/skills/higgsfield-ai-prompt-skill"
      ],
      "_inferred": true
    }
  }
}

点击 Cline 侧栏中的 MCP Servers 图标，然后选 "Edit Configuration"。

~/.codeium/windsurf/mcp_config.json
{
  "mcpServers": {
    "higgsfield-ai-prompt-skill": {
      "command": "git",
      "args": [
        "clone",
        "https://github.com/OSideMedia/higgsfield-ai-prompt-skill",
        "~/.claude/skills/higgsfield-ai-prompt-skill"
      ],
      "_inferred": true
    }
  }
}

格式与 Claude Desktop 相同。重启 Windsurf 生效。

~/.continue/config.json
{
  "mcpServers": [
    {
      "name": "higgsfield-ai-prompt-skill",
      "command": "git",
      "args": [
        "clone",
        "https://github.com/OSideMedia/higgsfield-ai-prompt-skill",
        "~/.claude/skills/higgsfield-ai-prompt-skill"
      ]
    }
  ]
}

Continue 使用服务器对象数组，而非映射。

~/.config/zed/settings.json
{
  "context_servers": {
    "higgsfield-ai-prompt-skill": {
      "command": {
        "path": "git",
        "args": [
          "clone",
          "https://github.com/OSideMedia/higgsfield-ai-prompt-skill",
          "~/.claude/skills/higgsfield-ai-prompt-skill"
        ]
      }
    }
  }
}

加入 context_servers。Zed 保存后热重载。

claude mcp add higgsfield-ai-prompt-skill -- git clone https://github.com/OSideMedia/higgsfield-ai-prompt-skill ~/.claude/skills/higgsfield-ai-prompt-skill

一行命令搞定。用 claude mcp list 验证，claude mcp remove 卸载。

使用场景

实战用法： higgsfield-ai-prompt-skill

Produce your first genuinely cinematic Higgsfield clip

👤 Creators new to Higgsfield who keep getting generic-looking output ⏱ ~20 min beginner

何时使用： Your test clips all look AI-flat and you want the richer look.

前置条件
  • Higgsfield account — higgsfield.ai — free tier available
  • Skill installed — git clone https://github.com/OSideMedia/higgsfield-ai-prompt-skill ~/.claude/skills/higgsfield-ai-prompt-skill
步骤
  1. Pick a genre
    Use higgsfield-ai-prompt-skill. I want a noir detective shot, rainy night, neon reflections. Give me an MCSLA-formatted prompt.✓ 已复制
    → Structured prompt with all 5 MCSLA elements specified
  2. Refine lighting
    Make the lighting more Blade Runner 2049 — single harsh key, heavy atmospheric haze.✓ 已复制
    → Lighting directive referencing specific cinematographic terms
  3. Add camera movement
    Camera: slow push-in, 35mm anamorphic feel.✓ 已复制
    → Camera directive in Higgsfield's accepted syntax

结果： A prompt that actually produces the look you wanted.

注意事项
  • Too many adjectives — MCSLA rewards specificity, not density — one great adjective beats five mid ones

Keep a character consistent across shots with Soul ID

👤 Creators making multi-shot sequences with recurring characters ⏱ ~30 min intermediate

何时使用： Shot 2 doesn't look like the same person as shot 1.

步骤
  1. Establish the character
    Use higgsfield-ai-prompt-skill. Build a Soul ID descriptor for my protagonist: mid-30s, asymmetric haircut, oval wire glasses, tan overcoat.✓ 已复制
    → Reusable descriptor block
  2. Reuse across shots
    Now write 5 shots reusing this Soul ID, each in a different setting.✓ 已复制
    → 5 prompts with the descriptor block embedded identically

结果： Shots where the character actually looks like the same person.

注意事项
  • Descriptor drifts shot-to-shot — Paste it verbatim; don't rewrite

Generate a music-video shot list with consistent visual grammar

👤 Indie musicians, visual creators ⏱ ~45 min intermediate

何时使用： You want a coherent look across 20+ shots, not a chaotic mix.

步骤
  1. Set the visual grammar
    Use higgsfield-ai-prompt-skill with the music-video template. Visual grammar: dreamcore pastels, 16mm grain, slow dolly.✓ 已复制
    → Visual grammar block you can prepend to every shot
  2. Generate shot list
    Now give me 15 shots mapped to the song's arc — intro, verses, chorus, bridge, outro.✓ 已复制
    → Structured shot list with camera and subject per shot

结果： A shot list you can feed into Higgsfield in sequence.

搭配使用： seedance2-0-shotdesign-skill

组合

与其他 MCP 搭配，撬动十倍杠杆

higgsfield-ai-prompt-skill + seedance2-0-shotdesign-skill

Combine Higgsfield prompt craft with Seedance shot design for a cross-model workflow

Use Higgsfield MCSLA for the look and Seedance shot design for blocking.✓ 已复制
higgsfield-ai-prompt-skill + filesystem

Save prompt library for reuse across projects

Save the Soul ID and genre blocks into ~/higgsfield-library/✓ 已复制

工具

此 MCP 暴露的能力

工具输入参数何时调用成本
mcsla_prompt scene description Every shot 0
soul_id_build character description First appearance of a character 0
genre_template genre name Kicking off a project 0
cinema_studio_tune desired look Final-pass parameter tuning 0

成本与限制

运行它的成本

API 配额
Depends on Higgsfield plan
每次调用 Token 数
Modest — prompts are text
费用
Higgsfield pricing separate; skill itself is free
提示
Iterate on prompts locally before burning Higgsfield credits.

安全

权限、密钥、影响范围

凭据存储： No direct creds; Higgsfield usage happens outside skill
数据出站： None from skill

故障排查

常见错误与修复

Shots look nothing like the prompt

Higgsfield tuning matters — Cinema Studio 2.5 params are not optional

Character drifts between shots

Soul ID must be pasted identically; any wording change shifts the face

替代方案

higgsfield-ai-prompt-skill 对比其他方案

替代方案何时用它替代权衡
Raw Higgsfield promptingYou're an experienced cinematographer and don't need formulasMore trial and error
seedance2-0-shotdesign-skillYou use Seedance instead of HiggsfieldDifferent model, different prompting quirks

更多

资源

📖 阅读 GitHub 上的官方 README

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