Workflow Catalog
Fabric ships 83 workflows across 16 categories.
Categories
Section titled “Categories”| Category | Count |
|---|---|
| Benchmarks | 4 |
| Bundle | 1 |
| Carousel | 1 |
| Clip | 4 |
| Content | 3 |
| Formula | 1 |
| Global | 24 |
| Hooks | 6 |
| Image | 2 |
| Media | 7 |
| Music | 1 |
| Research | 9 |
| Social | 3 |
| Video | 13 |
| Voice | 2 |
| Youtube | 2 |
All Workflows
Section titled “All Workflows”| Workflow | Category | Description |
|---|---|---|
benchmarks/lipsync-quality | Benchmarks | Lipsync quality benchmark — compare local vs remote lipsync models. |
benchmarks/preset-quality | Benchmarks | Preset quality benchmark — detect regressions when swapping models. |
benchmarks/tts-quality | Benchmarks | TTS quality benchmark — compare local vs remote voiceover models. |
benchmarks/video-quality | Benchmarks | Video generation quality benchmark — compare local vs remote models. |
bundle/ad-hoc | Bundle | Ad-hoc bundle dispatcher — heterogeneous workflow fan-out. |
carousel/generate | Carousel | Carousel post generation — slide-ordered swipeable image deck. |
clip/blur-reframe | Clip | Blur-background reframe — GENERAL mode 9:16 crop with blurred pillarbox. |
clip/dubbing | Clip | AI Voice Dubbing — translate and dub video audio in 30+ languages via ElevenLabs. |
clip/effects | Clip | AI Video Effects — Gemini-generated FFmpeg filters for professional effects. |
clip/hook-overlay | Clip | Hook Text Overlays — AI-generated attention-grabbing text burned into clips. |
content/digital-product | Content | Digital Product Factory — Reddit research to sellable digital product with PDF, landing page, and distribution. |
content/landing-page-factory | Content | Landing Page Factory — scrape a site’s brand DNA and generate production-ready landing pages. |
content/long-form-script | Content | Long-form script generation — structured, retention-optimized scripts for 5-120+ min videos. |
formula/analyze-single | Formula | Formula Extraction — analyze reference videos and extract reusable style DNA. |
global/ad-sequence | Global | Retargeting ad sequence — generate temporally sequenced ad copy with escalating urgency. |
global/ai-generate | Global | AI generation pipeline — wraps Fabric’s provider API for multi-model access. |
global/build-in-public | Global | Build in Public — turn GitHub repo activity into authentic developer storytelling posts. |
global/clip-generator | Global | Clip Generator — full OpenShorts-style pipeline with all post-processing. |
global/competitive-intel | Global | Competitive Intelligence — analyze competitor content strategy. |
global/content-discovery | Global | Content Discovery — find high-performing content in a niche to repurpose or riff on. |
global/content-generate | Global | Multi-variant social content generation — one card per variant. |
global/content-modify | Global | Content modification workflow — rewrite/redesign any content type via a user prompt. |
global/content-series | Global | Connected content series — generate multi-part content with narrative threading. |
global/deep-research | Global | Deep Research — multi-source fan-out research with parallel web, YouTube, Reddit, and RSS. |
global/embeddings | Global | Embedding pipeline — generate vector embeddings for text/content. |
global/event-context | Global | Event & seasonal context — identify upcoming events and cultural moments for a niche. |
global/formula-extract | Global | Formula Extraction — analyze reference videos and extract reusable style DNA. |
global/formula-shorts | Global | Formula Shorts — generate videos that clone the style of reference videos. |
global/hot-topics | Global | Hot Topics — broad survey of the hottest topics right now across all categories. |
global/image-edit | Global | Image editing workflow — modify images via img2img with natural-language prompts. |
global/platform-adapt | Global | Cross-platform text adaptation — one hook/concept → platform-native text for each target platform. |
global/post-performance-analyst | Global | Post Performance Analyst — analyze why a published social media post performed the way it did. |
global/research-to-hooks | Global | Research → Hooks — deep research a topic, then generate hooks from the findings. |
global/trend-research | Global | Trend Research — discover trending topics and viral patterns in a niche. |
global/url-to-assets | Global | URL-to-content asset pipeline — scrape any URL and generate content assets. |
global/video-to-shorts | Global | Video-to-Shorts pipeline — OpenShorts-style viral clip extraction. |
global/vision-analyze | Global | Vision analysis workflow — image understanding via Moondream (local) or Gemini (cloud). |
global/youtube-studio | Global | YouTube Studio — composed pipeline for full video publishing prep. |
hooks/cluster | Hooks | Hook Clustering — embed and cluster hooks to find recurring patterns. |
hooks/extract | Hooks | Feature Extraction — classify scraped hooks by type, trigger, and tone. |
hooks/from-research | Hooks | Hooks from Research — generate hooks from a previous deep-research run. |
hooks/generate | Hooks | Hook Generation — data-driven hook ideas from scraped intelligence + strategy context. |
hooks/generate-from-data | Hooks | Hook Generation — data-driven hook ideas from scraped intelligence + strategy context. |
hooks/scrape | Hooks | Hook Scraping — scrape opener hooks from creator channels on YouTube/TikTok. |
image/generate | Image | AI Image Generation — Gemini native image generation with text. |
image/generate-actors | Image | Generate AI actor portraits and populate a gallery. |
media/high-engagement-posts | Media | High-Engagement Image Posts — AI-generated social media images with text overlays. |
media/high-engagement-posts-from-hooks | Media | High-Engagement Image Posts — AI-generated social media images with text overlays. |
media/reframe | Media | Vertical reframe pipeline — face detection + subject tracking + 9:16 crop. |
media/resize | Media | Multi-format resize — produce square, horizontal, and custom aspect ratio variants. |
media/subtitles | Media | Subtitle pipeline — align word-level timestamps + burn subtitles into video. |
media/transcode | Media | Transcode pipeline — FFmpeg format conversion and quality adjustment. |
media/transcribe | Media | Transcription pipeline — download media + run Whisper. |
music/release | Music | Music release workflow — prompt → instrumental track → DistroKid-ready bundle. |
research/discover-topics | Research | Topic Discovery workflow — find trending topics for a niche. |
research/idea-deep-dive | Research | Idea Deep Dive — take a startup idea and produce a complete business blueprint. |
research/optimal-schedule | Research | Optimal Schedule — LLM-driven posting schedule from trend snapshots. |
research/playbook | Research | Business Playbook — high-fidelity, execution-ready startup playbooks. |
research/post-engagement | Research | research/post-engagement — fetch metrics for a list of post URLs. |
research/problem-intelligence | Research | Pipeline — DAG definition for the problem intelligence workflow. |
research/reference-format-analysis | Research | Reference Format Analysis — extract format DNA from a short-form video. |
research/trend-analyst | Research | Trend Analyst — cross-platform social media trend research with scoring. |
research/viral-gate-status | Research | research/viral-gate-status — weekly viral-gate evaluation. |
social/account-growth | Social | social/account-growth — daily per-account follower / view snapshots. |
social/daily-drop | Social | social/daily-drop — multi-character daily content fan-out. |
social/feedback-bridge | Social | social/feedback-bridge — turn engagement data into roster suggestions. |
video/ai-shorts | Video | AI Shorts pipeline — generate production-quality short-form video from a topic. |
video/avatar | Video | Avatar talking-head generation — standalone workflow. |
video/export-platforms | Video | Platform Export — generate platform-specific video exports with metadata. |
video/face-swap | Video | Face-swap pipeline — swap a persona face onto a source image/video. |
video/long-form | Video | Long-form video production pipeline — Seedance 2.0 powered, chapter-based. |
video/motion-transfer | Video | Motion-transfer pipeline — animate a persona using a reference video’s motion. |
video/quick-shorts | Video | Quick shorts — lightweight faceless video from topic or script. |
video/recreate-from-format | Video | Recreate From Format — generate original content following a format blueprint. |
video/reddit-stories | Video | Reddit Stories pipeline — Reddit post screenshots over background video with TTS narration. |
video/reel-from-reference | Video | Reel From Reference — analyze a reference reel and produce an original video in the same format. |
video/research-to-shorts | Video | Research → Hooks → AI Shorts — end-to-end pipeline. |
video/slideshow | Video | Slideshow / Carousel pipeline — generate listicle content for TikTok/Instagram/LinkedIn. |
video/talking-head | Video | Simple talking-head video — actor speaks a script with matched voice. |
voice/clone | Voice | Voice Cloning workflow — clone voices from audio samples. |
voice/narrate | Voice | Standalone narration workflow — generate audio from text or a topic. |
youtube/descriptions | Youtube | Auto Description Generation — with chapter timestamps from Whisper transcript. |
youtube/titles | Youtube | AI Title Generation — generate 10 viral title options with refinement. |
Benchmarks
Section titled “Benchmarks”benchmarks/lipsync-quality— Lipsync quality benchmark — compare local vs remote lipsync models.benchmarks/preset-quality— Preset quality benchmark — detect regressions when swapping models.benchmarks/tts-quality— TTS quality benchmark — compare local vs remote voiceover models.benchmarks/video-quality— Video generation quality benchmark — compare local vs remote models.
Bundle
Section titled “Bundle”bundle/ad-hoc— Ad-hoc bundle dispatcher — heterogeneous workflow fan-out.
Carousel
Section titled “Carousel”carousel/generate— Carousel post generation — slide-ordered swipeable image deck.
clip/blur-reframe— Blur-background reframe — GENERAL mode 9:16 crop with blurred pillarbox.clip/dubbing— AI Voice Dubbing — translate and dub video audio in 30+ languages via ElevenLabs.clip/effects— AI Video Effects — Gemini-generated FFmpeg filters for professional effects.clip/hook-overlay— Hook Text Overlays — AI-generated attention-grabbing text burned into clips.
Content
Section titled “Content”content/digital-product— Digital Product Factory — Reddit research to sellable digital product with PDF, landing page, and distribution.content/landing-page-factory— Landing Page Factory — scrape a site’s brand DNA and generate production-ready landing pages.content/long-form-script— Long-form script generation — structured, retention-optimized scripts for 5-120+ min videos.
Formula
Section titled “Formula”formula/analyze-single— Formula Extraction — analyze reference videos and extract reusable style DNA.
Global
Section titled “Global”global/ad-sequence— Retargeting ad sequence — generate temporally sequenced ad copy with escalating urgency.global/ai-generate— AI generation pipeline — wraps Fabric’s provider API for multi-model access.global/build-in-public— Build in Public — turn GitHub repo activity into authentic developer storytelling posts.global/clip-generator— Clip Generator — full OpenShorts-style pipeline with all post-processing.global/competitive-intel— Competitive Intelligence — analyze competitor content strategy.global/content-discovery— Content Discovery — find high-performing content in a niche to repurpose or riff on.global/content-generate— Multi-variant social content generation — one card per variant.global/content-modify— Content modification workflow — rewrite/redesign any content type via a user prompt.global/content-series— Connected content series — generate multi-part content with narrative threading.global/deep-research— Deep Research — multi-source fan-out research with parallel web, YouTube, Reddit, and RSS.global/embeddings— Embedding pipeline — generate vector embeddings for text/content.global/event-context— Event & seasonal context — identify upcoming events and cultural moments for a niche.global/formula-extract— Formula Extraction — analyze reference videos and extract reusable style DNA.global/formula-shorts— Formula Shorts — generate videos that clone the style of reference videos.global/hot-topics— Hot Topics — broad survey of the hottest topics right now across all categories.global/image-edit— Image editing workflow — modify images via img2img with natural-language prompts.global/platform-adapt— Cross-platform text adaptation — one hook/concept → platform-native text for each target platform.global/post-performance-analyst— Post Performance Analyst — analyze why a published social media post performed the way it did.global/research-to-hooks— Research → Hooks — deep research a topic, then generate hooks from the findings.global/trend-research— Trend Research — discover trending topics and viral patterns in a niche.global/url-to-assets— URL-to-content asset pipeline — scrape any URL and generate content assets.global/video-to-shorts— Video-to-Shorts pipeline — OpenShorts-style viral clip extraction.global/vision-analyze— Vision analysis workflow — image understanding via Moondream (local) or Gemini (cloud).global/youtube-studio— YouTube Studio — composed pipeline for full video publishing prep.
hooks/cluster— Hook Clustering — embed and cluster hooks to find recurring patterns.hooks/extract— Feature Extraction — classify scraped hooks by type, trigger, and tone.hooks/from-research— Hooks from Research — generate hooks from a previous deep-research run.hooks/generate— Hook Generation — data-driven hook ideas from scraped intelligence + strategy context.hooks/generate-from-data— Hook Generation — data-driven hook ideas from scraped intelligence + strategy context.hooks/scrape— Hook Scraping — scrape opener hooks from creator channels on YouTube/TikTok.
image/generate— AI Image Generation — Gemini native image generation with text.image/generate-actors— Generate AI actor portraits and populate a gallery.
media/high-engagement-posts— High-Engagement Image Posts — AI-generated social media images with text overlays.media/high-engagement-posts-from-hooks— High-Engagement Image Posts — AI-generated social media images with text overlays.media/reframe— Vertical reframe pipeline — face detection + subject tracking + 9:16 crop.media/resize— Multi-format resize — produce square, horizontal, and custom aspect ratio variants.media/subtitles— Subtitle pipeline — align word-level timestamps + burn subtitles into video.media/transcode— Transcode pipeline — FFmpeg format conversion and quality adjustment.media/transcribe— Transcription pipeline — download media + run Whisper.
music/release— Music release workflow — prompt → instrumental track → DistroKid-ready bundle.
Research
Section titled “Research”research/discover-topics— Topic Discovery workflow — find trending topics for a niche.research/idea-deep-dive— Idea Deep Dive — take a startup idea and produce a complete business blueprint.research/optimal-schedule— Optimal Schedule — LLM-driven posting schedule from trend snapshots.research/playbook— Business Playbook — high-fidelity, execution-ready startup playbooks.research/post-engagement—research/post-engagement— fetch metrics for a list of post URLs.research/problem-intelligence— Pipeline — DAG definition for the problem intelligence workflow.research/reference-format-analysis— Reference Format Analysis — extract format DNA from a short-form video.research/trend-analyst— Trend Analyst — cross-platform social media trend research with scoring.research/viral-gate-status—research/viral-gate-status— weekly viral-gate evaluation.
Social
Section titled “Social”social/account-growth—social/account-growth— daily per-account follower / view snapshots.social/daily-drop— social/daily-drop — multi-character daily content fan-out.social/feedback-bridge—social/feedback-bridge— turn engagement data into roster suggestions.
video/ai-shorts— AI Shorts pipeline — generate production-quality short-form video from a topic.video/avatar— Avatar talking-head generation — standalone workflow.video/export-platforms— Platform Export — generate platform-specific video exports with metadata.video/face-swap— Face-swap pipeline — swap a persona face onto a source image/video.video/long-form— Long-form video production pipeline — Seedance 2.0 powered, chapter-based.video/motion-transfer— Motion-transfer pipeline — animate a persona using a reference video’s motion.video/quick-shorts— Quick shorts — lightweight faceless video from topic or script.video/recreate-from-format— Recreate From Format — generate original content following a format blueprint.video/reddit-stories— Reddit Stories pipeline — Reddit post screenshots over background video with TTS narration.video/reel-from-reference— Reel From Reference — analyze a reference reel and produce an original video in the same format.video/research-to-shorts— Research → Hooks → AI Shorts — end-to-end pipeline.video/slideshow— Slideshow / Carousel pipeline — generate listicle content for TikTok/Instagram/LinkedIn.video/talking-head— Simple talking-head video — actor speaks a script with matched voice.
voice/clone— Voice Cloning workflow — clone voices from audio samples.voice/narrate— Standalone narration workflow — generate audio from text or a topic.
Youtube
Section titled “Youtube”youtube/descriptions— Auto Description Generation — with chapter timestamps from Whisper transcript.youtube/titles— AI Title Generation — generate 10 viral title options with refinement.