Scope Validator
Helps users and contributors understand whether a feature belongs in:
- OSS Core → Submit a PR or feature request to genfeedai/core
- Cloud SaaS → Subscribe at genfeed.ai/cloud
When This Activates
- User asks "should this be in core or cloud?"
- User wants to contribute a new node or feature
- User requests social publishing features
- User asks about RSS/Twitter/feed integration
- Feature request triage
- PR review for scope compliance
OSS Core Scope
Included Nodes (26 total)
Input Nodes (5)
| Node | Type | Description |
|---|---|---|
| Image Input | imageInput | Upload or reference an image |
| Audio Input | audioInput | Upload an audio file (MP3, WAV) |
| Video Input | videoInput | Upload or reference a video file |
| Prompt | prompt | Text prompt for AI generation |
| Template | template | Preset prompt template |
AI Nodes (7)
| Node | Type | Description |
|---|---|---|
| Image Generator | imageGen | Generate images with nano-banana models |
| Video Generator | videoGen | Generate videos with veo-3.1 models |
| LLM | llm | Generate text with meta-llama |
| Lip Sync | lipSync | Generate talking-head video from image/video and audio |
| Voice Change | voiceChange | Replace or mix audio track in a video |
| Text to Speech | textToSpeech | Convert text to natural-sounding speech |
| Transcribe | transcribe | Convert video or audio to text transcript |
Processing Nodes (12)
| Node | Type | Description |
|---|---|---|
| Resize | resize | Resize media to different aspect ratios using Luma AI |
| Animation | animation | Apply easing curve to video |
| Video Stitch | videoStitch | Concatenate multiple videos |
| Video Trim | videoTrim | Trim video to a specific time range |
| Frame Extract | videoFrameExtract | Extract a specific frame from video as image |
| Luma Reframe Image | lumaReframeImage | AI-powered image outpainting |
| Luma Reframe Video | lumaReframeVideo | AI-powered video reframing |
| Topaz Image Upscale | topazImageUpscale | AI-powered image upscaling with face enhancement |
| Topaz Video Upscale | topazVideoUpscale | AI-powered video upscaling to 4K |
| Grid Split | imageGridSplit | Split image into grid cells |
| Annotation | annotation | Add shapes, arrows, and text to images |
| Subtitle | subtitle | Burn subtitles into video using FFmpeg |
Output Nodes (2)
| Node | Type | Description |
|---|---|---|
| Output | output | Final workflow output |
| Preview | preview | Preview media with playback controls |
Cloud-Only Nodes (EXCLUDED from OSS)
| Node | Type | Reason |
|---|---|---|
| Social Publish | socialPublish | Requires OAuth integrations for 7 platforms |
| RSS Input | rssInput | Content aggregation is Cloud feature |
| Tweet Input | tweetInput | Twitter API dependency, feed feature |
| Tweet Remix | tweetRemix | Depends on tweet input, social-focused |
Cloud-Only Providers (EXCLUDED from OSS)
| Provider | Reason |
|---|---|
| FAL.ai | Cloud-only provider |
| HuggingFace | Cloud-only provider |
OSS Provider: Replicate only
Validation Rules
Rule 1: Node Type Check
IF node.type IN [socialPublish, rssInput, tweetInput, tweetRemix]
THEN FAIL: "Node type '{node.type}' is Cloud-only. Use OSS alternatives or upgrade to Cloud."
Rule 2: Provider Check
IF node.provider IN [fal, huggingface]
THEN FAIL: "Provider '{node.provider}' is Cloud-only. OSS only supports Replicate."
Rule 3: Template Check
IF template contains Cloud-only nodes
THEN FAIL: "Template uses Cloud-only nodes. Remove: {cloud_nodes}"
Rule 4: Feature Request Check
IF request mentions [publish, social, twitter, rss, feed, youtube upload]
THEN WARN: "Social publishing and feed features are Cloud-only."
Validation Examples
Valid OSS Workflow
{
"nodes": [
{ "type": "prompt" },
{ "type": "imageGen" },
{ "type": "videoGen" },
{ "type": "subtitle" },
{ "type": "output" }
]
}
✅ All nodes are within OSS scope.
Invalid OSS Workflow
{
"nodes": [
{ "type": "rssInput" },
{ "type": "tweetRemix" },
{ "type": "socialPublish" }
]
}
❌ Contains Cloud-only nodes: rssInput, tweetRemix, socialPublish
Response Templates
When Cloud Feature Requested
The feature you're requesting ({feature}) is available in Genfeed Cloud.
OSS Core includes:
- 26 nodes for media generation and processing
- Replicate provider for AI models
- Visual workflow editor with queue-based execution
- Gallery asset management
For social publishing and content aggregation features,
consider upgrading to Genfeed Cloud: https://genfeed.ai/cloud
When Suggesting Alternatives
Instead of {cloud_feature}, consider these OSS alternatives:
1. {alternative_1}
2. {alternative_2}
These achieve similar results within the OSS scope.
Common Requests & Responses
"Can I publish to YouTube?"
Response: Social publishing is Cloud-only. In OSS, use the output node to export your video, then manually upload to YouTube.
"Can I fetch RSS feeds?"
Response: RSS/feed aggregation is Cloud-only. In OSS, use the prompt node with manually entered content, or the template node with predefined prompts.
"Can I use FAL.ai models?"
Response: FAL.ai is Cloud-only. OSS uses Replicate provider. Check if the model you need is available on Replicate.
"Can I remix tweets?"
Response: Tweet remix is Cloud-only. In OSS, use the llm node with a custom prompt to rewrite text in different tones.
Integration
When validating:
- Parse the request - Identify node types, providers, and features mentioned
- Check against scope - Compare with OSS node list
- Report violations - List all Cloud-only features found
- Suggest alternatives - Provide OSS workarounds when possible
- Link to Cloud - Mention upgrade path for full feature access
Quick Reference
OSS Node Types (26):
Input: imageInput, audioInput, videoInput, prompt, template
AI: imageGen, videoGen, llm, lipSync, voiceChange, textToSpeech, transcribe
Processing: resize, animation, videoStitch, videoTrim, videoFrameExtract,
lumaReframeImage, lumaReframeVideo, topazImageUpscale,
topazVideoUpscale, imageGridSplit, annotation, subtitle
Output: output, preview
Cloud-Only (4):
socialPublish, rssInput, tweetInput, tweetRemix
OSS Provider:
replicate (only)
Cloud Providers:
fal, huggingface