ComfyUI Research Skill

Triggers

• On demand: User invokes

  /research comfyui

  or asks to check for updates
• Session start: Quick staleness check (read

  references/staleness-report.md

  )
• Before workflow generation: Targeted check if the specific model/technique is >2 months old

Research Pipeline

1. Discovery

• Trending models:

  huggingface.co/models?sort=trending

• Filter: diffusers, video, audio, text-to-image
• Watch for: New FLUX variants, Wan updates, identity models, voice models

2. Extraction

youtube-video-analyst

youtube-chapter-clipper

1. Get transcript
2. Identify new models mentioned (name, source, requirements)
3. Identify new techniques (workflow changes, parameter discoveries)
4. Identify new nodes (package name, what it does)
5. Note any benchmark results or comparisons

1. Check release notes for breaking changes
2. Identify new features or supported models
3. Note version requirements
4. Check if deprecated features affect our workflows

1. Model card: architecture, training data, requirements
2. VRAM requirements and quantization options
3. ComfyUI compatibility (is there a node?)
4. Quality comparison vs current recommendations

3. Integration

<!-- Updated: 2026-02-06 | Source: Pixaroma Ep 45 -->
### New Model: XYZ
- Download: {url}
- VRAM: {requirement}
- Notes: {key findings}

references/models.md

references/workflows.md

references/lora-training.md

references/voice-synthesis.md

references/prompt-templates.md

references/troubleshooting.md

foundation/model-landscape.md

4. Staleness Audit

<!-- Updated: -->

references/staleness-report.md

Research State

skills/comfyui-research/state/

state/
  last-research-run.json    # When, what was checked, what was found
  watch-list.yaml           # Sources to monitor (see references/)

last-research-run.json

{
  "last_run": "2026-02-06T12:00:00Z",
  "sources_checked": 15,
  "findings": 3,
  "updates_made": [
    {"file": "models.md", "entry": "Added ModelX", "source": "HuggingFace"},
    {"file": "workflows.md", "entry": "Updated Wan settings", "source": "Pixaroma Ep 50"}
  ],
  "stale_entries": 0
}

Quick Staleness Check (Session Start)

1. Read

   references/staleness-report.md

2. If

   last_run

   is >2 weeks ago:
   • Notify: "Research data is {N} days old. Run

     /research comfyui

     for updates."
3. If any entries are beyond their threshold:
   • Notify: "Stale items found: {list}. These may have newer alternatives."

Full Research Run

/research comfyui

1. Check all YouTube channels for recent uploads (last 30 days)
2. Check all GitHub repos for new releases
3. Check HuggingFace trending for relevant models
4. Extract findings using youtube-video-analyst
5. Update reference files with timestamped entries
6. Run staleness audit on all references
7. Update staleness report
8. Summarize findings for user

Targeted Research

1. Search YouTube for recent videos on the topic
2. Search HuggingFace for related models
3. Check GitHub for related node packages
4. Synthesize findings
5. Update relevant reference files if significant discoveries

Integration with Other Skills

comfyui-workflow-builder

comfyui-character-gen

comfyui-video-pipeline

comfyui-voice-pipeline

comfyui-troubleshooter

Reference

• references/staleness-report.md

  - Current freshness status

• references/evolution.md

  - Update protocol and changelog

• skills/comfyui-research/references/watch-list.yaml

  - Monitored sources