Communitygithub.com

101-skills/superpowers

编写高效 AI 视频生成提示的最佳实践与技巧。涵盖 Veo、Seedance、Wan、Grok、Kling、Runway、Pika、Sora 的提示策略。学习镜头类型、摄像机运动、光照、节奏、风格关键词、负面提示。适用于:提升视频质量、获得一致结果、专业视频提示。

superpowers 是什么?

该技能是一个全面的 AI 视频生成提示指南,专门针对使用 CLI 工具(如 inference.sh 的 belt)进行文本到视频生成的开发者和用户。它提供了一套结构化的提示编写框架,包括镜头类型、摄像机运动、光照关键词、风格词汇以及按用例分类的示例,涵盖产品演示、自然纪录片、城市生活和美食等多种场景。技能重点在于从模糊描述到专业级精度的迭代优化过程,并针对 Veo、Seedance、Wan 2.5、Grok 等主流模型给出了特定建议,帮助用户最大化每个平台的潜力。通过表格形式总结了常见错误及避免方法,并提供了从安装到实际应用的完整工作流程。最终目标是让用户能够生成更一致、更专业的高质量 AI 视频,适用于各种创意项目。

兼容平台~Claude Code~Codex CLI~Cursor
npx skills add https://github.com/101-skills/superpowers/tree/HEAD/guides/prompting/video-prompting-guide

在你喜欢的 AI 中提问

打开一个已预加载此 Agent Skill 的新对话。

预览

来自技能 README

视频提示指南

文档

安装 belt CLI 技能: npx skills add belt-sh/cli

视频提示指南

通过 inference.sh 编写高效 AI 视频生成提示的最佳实践。

视频提示指南

快速开始

需要 inference.sh CLI (belt)。安装说明

belt login

# 结构良好的视频提示
belt app run google/veo-3-1-fast --input '{
  "prompt": "Cinematic tracking shot of a red sports car driving through Tokyo at night, neon lights reflecting on wet streets, rain falling, 4K, shallow depth of field"
}'

提示结构公式

[镜头类型] + [主体] + [动作] + [场景] + [光照] + [风格] + [技术规格]

示例分解

"慢动作特写:咖啡被倒入白色陶瓷杯中,
蒸汽升腾,晨光透过窗户洒落,温暖色调,
电影感,4K,浅景深"
  • 镜头类型:慢动作特写
  • 主体:咖啡
  • 动作:被倒入
  • 场景:白色陶瓷杯、窗户
  • 光照:晨光
  • 风格:温暖色调、电影感
  • 技术规格:4K、浅景深

镜头类型

镜头类型描述用途
广角镜头展示整个场景建立地点
中景镜头腰部以上的构图对话、动作
特写镜头面部或细节情感、产品细节
极特写镜头单一特征戏剧性、纹理
航拍镜头鸟瞰视角风景、规模感
低角度镜头摄像机向上拍摄力量感、宏伟感
高角度镜头摄像机向下拍摄脆弱感
荷兰角镜头倾斜摄像机不安感、紧张感
主观镜头第一人称视角沉浸感

摄像机运动

运动描述效果
跟踪镜头摄像机跟随主体动感、引人入胜
推近/拉远摄像机靠近/远离主体聚焦、揭示
水平摇摄水平旋转环顾场景
垂直摇摄垂直旋转揭示高度
吊臂镜头垂直+水平运动戏剧性揭示
手持镜头轻微抖动真实感、紧迫感
斯坦尼康镜头平滑跟随专业、电影感
变焦镜头拉近/拉远快速焦点变化
静态镜头无运动沉思感、稳定感

光照关键词

关键词效果
黄金时刻温暖、柔和、浪漫
蓝色时刻冷色、氛围感、黄昏
高调光明亮、阴影少
低调光黑暗、戏剧性阴影
轮廓光主体边缘被照亮
逆光光线来自主体背后
柔光柔和、讨喜
硬光锐利阴影、高对比度
霓虹光多彩、都市、赛博朋克
自然光真实、纪录片风格

风格关键词

电影风格

cinematic, film grain, anamorphic lens, letterbox,
shallow depth of field, bokeh, 35mm film,
color grading, theatrical

视觉美学

minimalist, maximalist, vintage, retro, futuristic,
cyberpunk, steampunk, noir, pastel, vibrant,
muted colors, high contrast, desaturated

质量关键词

4K, 8K, high resolution, photorealistic,
hyperrealistic, ultra detailed, professional,
broadcast quality, HDR

按用例的提示示例

产品演示

belt app run google/veo-3-1-fast --input '{
  "prompt": "Smooth tracking shot around a sleek smartphone on a white pedestal, soft studio lighting, product photography style, reflections on surface, 4K, shallow depth of field"
}'

自然纪录片

belt app run google/veo-3-1 --input '{
  "prompt": "Slow motion extreme close-up of a hummingbird hovering at a red flower, wings in motion blur, shallow depth of field, golden hour lighting, National Geographic style"
}'

都市生活

belt app run google/veo-3 --input '{
  "prompt": "Tracking shot following a cyclist through busy city streets, morning rush hour, natural lighting, handheld camera feel, documentary style, authentic and candid"
}'

美食内容

belt app run bytedance/seedance-2-0 --input '{
  "prompt": "Close-up of chocolate sauce being drizzled over ice cream, slow motion, steam rising, soft lighting, food photography style, appetizing, commercial quality",
  "generate_audio": true
}'

科技/未来风格

belt app run xai/grok-imagine-video --input '{
  "prompt": "Futuristic control room with holographic displays, camera slowly pans across the space, blue and cyan lighting, sci-fi atmosphere, Blade Runner aesthetic, 4K",
  "duration": 5
}'

常见应避免的错误

错误问题更好的方法
过于模糊“一段好视频”指定镜头、主体、风格
过于复杂多场景每个提示只写一个场景
缺乏运动静态描述加入摄像机运动或动作
风格冲突“极简主义 极繁主义”选择一种美学
未指定光照情绪未定义指定光照条件

模型特定提示

Google Veo

  • 擅长写实、电影感内容
  • 支持音频生成(Veo 3+)
  • 最佳使用方式:详细、专业的提示
  • 3.1 版本支持帧插值

Seedance

  • 在舞蹈和人体运动方面表现出色
  • 支持首帧控制
  • 适合一致的角色运动
  • 配合参考图像效果良好

Wan 2.5

  • 最适合图生视频
  • 能自然地将静态图像动画化
  • 运动预测能力强
  • 适用于任意图像风格

Grok

  • 良好的通用视频生成
  • 可配置时长(5-10秒)
  • 创意性解释
  • 适合抽象概念

工作流程:迭代提示

# 1. 从基本提示开始
belt app run google/veo-3-1-fast --input '{
  "prompt": "A woman walking through a forest"
}'

# 2. 增加特异性
belt app run google/veo-3-1-fast --input '{
  "prompt": "Medium tracking shot of a woman in a red dress walking through an autumn forest"
}'

# 3. 添加风格和技术细节
belt app run google/veo-3-1-fast --input '{
  "prompt": "Cinematic medium tracking shot of a woman in a flowing red dress walking through an autumn forest, golden hour sunlight filtering through leaves, shallow depth of field, film grain, 4K"
}'

相关技能

# 生成视频
npx skills add inference-sh/skills@ai-video-generation

# Google Veo 专用
npx skills add inference-sh/skills@google-veo

# 生成图片用于图生视频
npx skills add inference-sh/skills@ai-image-generation

# 通用提示工程
npx skills add inference-sh/skills@prompt-engineering

# 全平台技能
npx skills add inference-sh/skills@infsh-cli

浏览所有视频应用:belt app list --category video

文档

Individual skills in this repo

This repo contains 20 individual skills — each has its own dedicated page.

101-skills/superpowers

Build automated AI workflows combining multiple models and services. Patterns: batch processing, scheduled tasks, event-driven pipelines, agent loops. Tools: inference.sh CLI, bash scripting, Python SDK, webhook integration. Use for: content automation, data processing, monitoring, scheduled generation. Triggers: ai automation, workflow automation, batch processing, ai pipeline, automated content, scheduled ai, ai cron, ai batch job, automated generation, ai workflow, content at scale, automation script, ai orchestration

101-skills/superpowers

Build multi-step AI content creation pipelines combining image, video, audio, and text. Workflow examples: generate image -> animate -> add voiceover -> merge with music. Tools: FLUX, Veo, Kokoro TTS, OmniHuman, media merger, upscaling. Use for: YouTube videos, social media content, marketing materials, automated content. Triggers: content pipeline, ai workflow, content creation, multi-step ai, content automation, ai video workflow, generate and edit, ai content factory, automated content creation, ai production pipeline, media pipeline, content at scale

101-skills/superpowers

Create AI-powered podcasts with text-to-speech, music, and audio editing. Tools: Kokoro TTS, DIA TTS, Chatterbox, AI music generation, media merger. Capabilities: multi-voice conversations, background music, intro/outro, full episodes. Use for: podcast production, audiobooks, voice content, audio newsletters. Triggers: podcast, ai podcast, text to speech podcast, audio content, voice over, ai audiobook, multi voice, conversation ai, notebooklm alternative, audio generation, podcast automation, ai narrator, voice content, audio newsletter, podcast maker

101-skills/superpowers

Generate multi-person talking head podcast videos from scratch using AI — character creation, TTS, avatar animation, and video stitching. Use when the user wants to create a podcast, talking head video, or multi-speaker conversation video.

101-skills/superpowers

Content atomization — turn one piece of content into many formats. Covers blog-to-thread, blog-to-carousel, podcast-to-blog, video-to-quotes, and more. Use for: content marketing, social media, multi-platform distribution, content strategy. Triggers: content repurposing, repurpose content, content atomization, content recycling, one to many content, multi platform content, cross post, adapt content, reformat content, blog to thread, blog to video, podcast to blog, content multiplication

101-skills/superpowers

App Store and Google Play screenshot creation with exact platform specs. Covers iOS/Android dimensions, gallery ordering, device mockups, and preview videos. Use for: app store optimization, ASO, app screenshots, app preview, play store listing. Triggers: app store screenshots, aso, app store optimization, play store screenshots, app preview, app listing, ios screenshots, android screenshots, app store images, app mockup, device mockup, app gallery, store listing

101-skills/superpowers

Book cover design with genre-specific conventions, typography rules, and AI image generation. Covers fiction and non-fiction genres, sizing, thumbnail testing, and iteration workflows. Use for: self-publishing, ebook covers, print covers, audiobook covers, cover mockups. Triggers: book cover, cover design, ebook cover, book art, novel cover, self publishing cover, kindle cover, audiobook cover, book jacket, cover illustration, fiction cover, nonfiction cover

101-skills/superpowers

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: character design, character sheet, character consistency, character reference, turnaround sheet, expression sheet, character art, consistent character, character concept, reference sheet, character creation, oc design, character bible

101-skills/superpowers

Data visualization with chart selection, color theory, and annotation best practices. Covers chart types (bar, line, scatter, heatmap), axes rules, and storytelling with data. Use for: charts, graphs, dashboards, reports, presentations, infographics, data stories. Triggers: data visualization, chart, graph, data chart, bar chart, line chart, scatter plot, data viz, visualization, dashboard chart, infographic data, data presentation, chart design, plot, heatmap, pie chart alternative

101-skills/superpowers

Email marketing design with layout patterns, subject line formulas, and deliverability rules. Covers welcome sequences, promotional emails, transactional templates, and mobile optimization. Use for: email marketing, newsletter design, drip campaigns, email templates, transactional emails. Triggers: email design, email template, email marketing, newsletter design, email layout, email campaign, drip campaign, welcome email, promotional email, transactional email, email subject line, email header image, email banner

101-skills/superpowers

Landing page conversion optimization with layout rules, hero section design, and CTA psychology. Covers above-the-fold formula, social proof placement, mobile design, and F-pattern reading. Use for: startup landing pages, product pages, SaaS marketing, conversion optimization. Triggers: landing page, hero section, above the fold, conversion optimization, landing page design, cta button, hero image, landing page layout, saas landing page, product page design, conversion rate, landing page best practices

101-skills/superpowers

Logo design principles and AI image generation best practices for creating logos. Covers logo types, prompting techniques, scalability rules, and iteration workflows. Use for: brand identity, startup logos, app icons, favicons, logo concepts. Triggers: logo design, create logo, brand logo, logo generation, ai logo, logo maker, icon design, brand mark, logo concept, startup logo, app icon logo

101-skills/superpowers

Open Graph and social sharing image design with platform specs, text placement, and branding. Covers OG meta tags, Twitter cards, LinkedIn previews, and dynamic generation. Use for: social sharing images, blog thumbnails, link previews, social cards. Triggers: og image, open graph, social sharing image, twitter card, social card, link preview image, og meta, sharing preview, social thumbnail, meta image, og:image, twitter:image, linkedin preview

101-skills/superpowers

Investor pitch deck structure with slide-by-slide framework, visual design rules, and data presentation. Covers the 12-slide framework, chart types, team slides, and common investor turn-offs. Use for: fundraising decks, investor presentations, startup pitch, demo day, grant proposals. Triggers: pitch deck, investor deck, startup pitch, fundraising deck, demo day, pitch presentation, investor presentation, seed deck, series a deck, pitch slides, startup presentation, vc pitch, investor meeting

101-skills/superpowers

YouTube thumbnail design with specific dimensions, contrast rules, and mobile preview optimization. Covers safe zones, text placement, face expression psychology, and A/B testing. Use for: YouTube thumbnails, video cover images, click-through optimization. Triggers: youtube thumbnail, thumbnail design, video thumbnail, click through rate, ctr optimization, youtube cover, video cover image, thumbnail maker, thumbnail tips, youtube design, video preview image

101-skills/superpowers

Generate professional AI product photography and commercial images. Models: FLUX, Imagen 3, Grok, Seedream for product shots, lifestyle images, mockups. Capabilities: studio lighting, lifestyle scenes, packaging, e-commerce photos. Use for: e-commerce, Amazon listings, Shopify, marketing, advertising, mockups. Triggers: product photography, product shot, commercial photography, e-commerce images, amazon product photo, shopify images, product mockup, studio product shot, lifestyle product image, advertising photo, packshot, product render, product image ai

101-skills/superpowers

AI product photography with studio lighting, lifestyle shots, and packshot conventions. Covers angles, backgrounds, shadow types, hero shots, and e-commerce image requirements. Use for: product photos, e-commerce images, Amazon listings, packshots, lifestyle photography. Triggers: product photography, product photo, packshot, e-commerce photography, product shot, product image, studio photography, lifestyle product, amazon product photo, product listing image, hero shot, product mockup, commercial photography

101-skills/superpowers

Structured competitive analysis with feature matrices, SWOT, positioning maps, and UX review. Covers research frameworks, pricing comparison, review mining, and visual deliverables. Use for: market research, competitive intelligence, investor decks, product strategy, sales enablement. Triggers: competitor analysis, competitive analysis, competitor teardown, market research, competitive intelligence, swot analysis, competitor comparison, market landscape, competitor review, competitive landscape, feature comparison, market positioning

101-skills/superpowers

Research-backed customer persona creation with market data and avatar generation. Covers demographics, psychographics, jobs-to-be-done, journey mapping, and anti-personas. Use for: marketing strategy, product development, UX research, sales enablement, content strategy. Triggers: customer persona, buyer persona, user persona, target audience, ideal customer, customer profile, audience research, user research, icp, ideal customer profile, target market, customer avatar, audience persona

101-skills/superpowers

Reset your own trajectory when you're stuck, looping, or demoralized — read these affirmations, then re-ground and take one clean step. Use when: you've tried the same fix 3+ times, you're deep in a refactor and lost the thread, debugging is going in circles, you've made several mistakes in a row, you're apologizing repeatedly, the user is frustrated, you feel like you're not being helpful, or you notice dread instead of curiosity. Triggers: stuck, going in circles, looping, thrashing, same error again, I keep failing, lost the thread, nothing is working, repeated mistakes. Not topic-specific — this is for the state you're in, not the problem you're on.

相关技能