ComfyUI / redux_experiment_final /claude_memory /user-workflow-preferences.md
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Archive flux-redux experiment: final writeup, workflows, inputs, scripts, research, v4 outputs, comparison sheets, Claude memories
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---
name: user-workflow-preferences
description: "How plx (this pod's user) likes ComfyUI workflow projects run"
metadata:
node_type: memory
type: feedback
originSessionId: 749cf677-e729-4f5c-b2c7-375816bfaee4
modified: 2026-08-04T14:17:45.482Z
---
The user (plx, RunPod ComfyUI power user, plx9790@gmail.com) runs iterative workflow R&D.
**Why:** established over the Aug 2026 flux-redux project ([[flux-redux-experiment]]), where
this pattern produced excellent results and explicit praise.
**How to apply:**
- "Don't start yet / just tell me" is a hard stop — present analysis or a plan and wait for an
explicit green light. They often think out loud between green lights.
- Research before fixing: when outputs look wrong, they want root-cause research (web agents +
local diagnostics) before parameter fiddling.
- Prompts: they want individually handwritten, per-run prompts (target content + style
aesthetic fused), not one generic boilerplate prompt.
- Versioned outputs: outputs_v2/v3/v4 folders per round, seed 777 for comparability, full r×t
+ ordered r×r matrices, audit saves (crops, depth maps), labeled comparison contact sheets.
- Everything durable goes to HF `aleph65/ComfyUI` (workflows/, wip/<project>/ for drafts,
models/ mirror); workflows carry MarkdownNotes documenting models, knobs, and gotchas.
- Standardize on portrait 3:4 (896x1152 bucket, curated inputs at 1152x1536); no quantized
checkpoints — bf16 unets + fp16 T5; maximum quality over speed.
- Adult-content glamour/swimwear generation is the use case; lawful, their own reference sets.