
ai-content-pipeline
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
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Install
Works with every agent the skills CLI supports.
npx skills add https://github.com/101-skills/superpowers --skill ai-content-pipeline- 01
Install
Run the command in your project. The CLI asks which agents to install for.
- 02
Describe the task
Ask your agent for something this skill covers. It loads ai-content-pipeline automatically when relevant.
- 03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.
SKILL.md
The instructions your agent reads when the skill is triggered.
Install the belt CLI skill:
npx skills add belt-sh/cli
AI Content Pipeline
Build multi-step content creation pipelines via inference.sh CLI.

Quick Start
Requires inference.sh CLI (
belt). Install instructions
belt login
# Simple pipeline: Generate image -> Animate to video
belt app run falai/flux-dev --input '{"prompt": "portrait of a woman smiling"}' > image.json
belt app run falai/wan-2-5 --input '{"image_url": "<url-from-previous>"}'
Pipeline Patterns
Pattern 1: Image -> Video -> Audio
[FLUX Image] -> [Wan 2.5 Video] -> [Foley Sound]
Pattern 2: Script -> Speech -> Avatar
[LLM Script] -> [Kokoro TTS] -> [OmniHuman Avatar]
Pattern 3: Research -> Content -> Distribution
[Tavily Search] -> [Claude Summary] -> [FLUX Visual] -> [Twitter Post]
Complete Workflows
YouTube Short Pipeline
Create a complete short-form video from a topic.
# 1. Generate script with Claude
belt app run openrouter/claude-sonnet-45 --input '{
"prompt": "Write a 30-second script about the future of AI. Make it engaging and conversational. Just the script, no stage directions."
}' > script.json
# 2. Generate voiceover with Kokoro
belt app run infsh/kokoro-tts --input '{
"prompt": "<script-text>",
"voice": "af_sarah"
}' > voice.json
# 3. Generate background image with FLUX
belt app run falai/flux-dev --input '{
"prompt": "Futuristic city skyline at sunset, cyberpunk aesthetic, 4K wallpaper"
}' > background.json
# 4. Animate image to video with Wan
belt app run falai/wan-2-5 --input '{
"image_url": "<background-url>",
"prompt": "slow camera pan across cityscape, subtle movement"
}' > video.json
# 5. Add captions (manually or with another tool)
# 6. Merge video with audio
belt app run infsh/media-merger --input '{
"video_url": "<video-url>",
"audio_url": "<voice-url>"
}'
Talking Head Video Pipeline
Create an AI avatar presenting content.
# 1. Write the script
belt app run openrouter/claude-sonnet-45 --input '{
"prompt": "Write a 1-minute explainer script about quantum computing for beginners."
}' > script.json
# 2. Generate speech
belt app run infsh/kokoro-tts --input '{
"prompt": "<script>",
"voice": "am_michael"
}' > speech.json
# 3. Generate or use a portrait image
belt app run falai/flux-dev --input '{
"prompt": "Professional headshot of a friendly tech presenter, neutral background, looking at camera"
}' > portrait.json
# 4. Create talking head video
belt app run bytedance/omnihuman-1-5 --input '{
"image_url": "<portrait-url>",
"audio_url": "<speech-url>"
}' > talking_head.json
Product Demo Pipeline
Create a product showcase video.
# 1. Generate product image
belt app run falai/flux-dev --input '{
"prompt": "Sleek wireless earbuds on white surface, studio lighting, product photography"
}' > product.json
# 2. Animate product reveal
belt app run falai/wan-2-5 --input '{
"image_url": "<product-url>",
"prompt": "slow 360 rotation, smooth motion"
}' > product_video.json
# 3. Upscale video quality
belt app run falai/topaz-video-upscaler --input '{
"video_url": "<product-video-url>"
}' > upscaled.json
# 4. Add background music
belt app run infsh/media-merger --input '{
"video_url": "<upscaled-url>",
"audio_url": "https://your-music.mp3",
"audio_volume": 0.3
}'
Blog to Video Pipeline
Convert written content to video format.
# 1. Summarize blog post
belt app run openrouter/claude-haiku-45 --input '{
"prompt": "Summarize this blog post into 5 key points for a video script: <blog-content>"
}' > summary.json
# 2. Generate images for each point
for i in 1 2 3 4 5; do
belt app run falai/flux-dev --input "{
\"prompt\": \"Visual representing point $i: <point-text>\"
}" > "image_$i.json"
done
# 3. Animate each image
for i in 1 2 3 4 5; do
belt app run falai/wan-2-5 --input "{
\"image_url\": \"<image-$i-url>\"
}" > "video_$i.json"
done
# 4. Generate voiceover
belt app run infsh/kokoro-tts --input '{
"prompt": "<full-script>",
"voice": "bf_emma"
}' > narration.json
# 5. Merge all clips
belt app run infsh/media-merger --input '{
"videos": ["<video1>", "<video2>", "<video3>", "<video4>", "<video5>"],
"audio_url": "<narration-url>",
"transition": "crossfade"
}'
Pipeline Building Blocks
Content Generation
| Step | App | Purpose |
|---|---|---|
| Script | openrouter/claude-sonnet-45 | Write content |
| Research | tavily/search-assistant | Gather information |
| Summary | openrouter/claude-haiku-45 | Condense content |
Visual Assets
| Step | App | Purpose |
|---|---|---|
| Image | falai/flux-dev | Generate images |
| Image | google/imagen-3 | Alternative image gen |
| Upscale | falai/topaz-image-upscaler | Enhance quality |
Animation
| Step | App | Purpose |
|---|---|---|
| I2V | falai/wan-2-5 | Animate images |
| T2V | google/veo-3-1-fast | Generate from text |
| Avatar | bytedance/omnihuman-1-5 | Talking heads |
Audio
| Step | App | Purpose |
|---|---|---|
| TTS | infsh/kokoro-tts | Voice narration |
| Music | infsh/ai-music | Background music |
| Foley | infsh/hunyuanvideo-foley | Sound effects |
Post-Production
| Step | App | Purpose |
|---|---|---|
| Upscale | falai/topaz-video-upscaler | Enhance video |
| Merge | infsh/media-merger | Combine media |
| Caption | infsh/caption-video | Add subtitles |
Best Practices
- Plan the pipeline first - Map out each step before running
- Save intermediate results - Store outputs for iteration
- Use appropriate quality - Fast models for drafts, quality for finals
- Match resolutions - Keep consistent aspect ratios throughout
- Test each step - Verify outputs before proceeding
Related Skills
# Video generation models
npx skills add inference-sh/skills@ai-video-generation
# Image generation
npx skills add inference-sh/skills@ai-image-generation
# Text-to-speech
npx skills add inference-sh/skills@text-to-speech
# LLM models for scripts
npx skills add inference-sh/skills@llm-models
# Full platform skill
npx skills add inference-sh/skills@infsh-cli
Browse all apps: belt app list
Documentation
- Content Pipeline Example - Official pipeline guide
- Building Workflows - Workflow best practices
FAQ
What does the ai-content-pipeline skill do?
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
How do I install ai-content-pipeline?
Run npx skills add https://github.com/101-skills/superpowers --skill ai-content-pipeline in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/ai-content-pipeline/ (personal) or .claude/skills/ai-content-pipeline/ (project).
Which AI agents can use ai-content-pipeline?
Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.
Is ai-content-pipeline safe to install?
No partner security audit is available yet. Skills can run commands and scripts, so read the SKILL.md and any bundled files before installing.
Who maintains ai-content-pipeline?
It is published by 101-skills in 101-skills/superpowers. It has 161 recorded installs.
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