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comfyui-workflows/optimized/notes/process.md
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# Optimization Process Notes
## Standing rules
- Always `git pull --ff-only` before changing the repo.
- Prefer practical gains over clever complexity.
- Do not claim "optimal" when the evidence is still thin; "best current" is acceptable.
- Prefer removing dead branches, duplicated wiring, and stale custom-node clutter.
## Current review priorities
1. `flux2klein`
2. `zimage`
3. `ltx`
4. `minimax`
5. category masters in:
- `image-edit`
- `image-to-video`
- `text-to-video`
- `text-to-image`
- `upscale-restoration`
## Current repo split
- `models/` = collected originals and community finds
- `optimized/` = maintained masters
- `optimized/notes/` = accumulated reasoning and unresolved questions
## Overnight flow
- `03:00 UK`
- optimize maintained workflows where the evidence is strong enough
- prefer low-cost `flux2klein` smoke tests first
- only submit a test if the ComfyUI queue is idle
- `06:00 UK`
- inspect overnight single-image outputs
- update benchmark notes and any affected maintained notes
- clear the overnight review-pending state
## What to record after each review
- Which optimized categories changed
- Which source workflows influenced the update
- What was removed
- What was kept
- What still needs Monday testing
- The parameter-level change record for any promoted workflow: positive prompt, negative prompt, CFG, steps, sampler, scheduler, seed, denoise, resolution, checkpoint/model path, VAE, LoRAs, ControlNets, and any meaningful node rewiring