genfeedai

scope-validator

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0
# Install this skill:
npx skills add genfeedai/skills --skill "scope-validator"

Install specific skill from multi-skill repository

# Description

Validate feature requests against Genfeed OSS core vs Cloud scope. Helps users and contributors understand whether a feature belongs in the open-source core (submit PR) or Cloud SaaS (subscribe).

# SKILL.md


name: scope-validator
description: Validate feature requests against Genfeed OSS core vs Cloud scope. Helps users and contributors understand whether a feature belongs in the open-source core (submit PR) or Cloud SaaS (subscribe).
version: 1.0.0
tags:
- genfeed
- scope
- oss
- cloud
- contribution


Scope Validator

Helps users and contributors understand whether a feature belongs in:

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" }
  ]
}

βœ… 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:

  1. Parse the request - Identify node types, providers, and features mentioned
  2. Check against scope - Compare with OSS node list
  3. Report violations - List all Cloud-only features found
  4. Suggest alternatives - Provide OSS workarounds when possible
  5. 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

# Supported AI Coding Agents

This skill is compatible with the SKILL.md standard and works with all major AI coding agents:

Learn more about the SKILL.md standard and how to use these skills with your preferred AI coding agent.