Fix: flatten comfyui and ltx-video-pipeline to Gitea convention (flat skill dirs). comfyui v5.1.0, ltx-video-pipeline v2.0.0.

2026-07-22 16:19:32 -05:00
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+# LTX-2.3 Artifact Root Causes — 6-Agent Consensus (2026-07-21)
+
+Full research result from 6 independent agents diagnosing Story 1 "Ghost in the Wire" artifacts.
+
+## Methodology
+
+6 agents reviewed the exact technical setup independently:
+- Claude Opus 4.8 (SSH print mode, 9 turns)
+- Kimi K2.7 Code (kimi-c profile, 30 turns)
+- Kimi K2.6 (kimi profile, 30 turns)
+- MiniMax M3 (minimax profile, 30 turns)
+- GLM-5.2 (glm profile, 30 turns)
+- Deep research (research profile, 600 turns, 18 sources including Reddit, GitHub, HuggingFace)
+
+## Consensus Findings
+
+### CRITICAL (6/6 agents agree)
+1. **LoRA stacking at 1.0+1.0** — Distilled + ID LoRA both at full strength cause interference on faces/hands. Fix: Distilled → 0.7, ID → 0.6 (or drop ID if no audio).
+
+### HIGH (4-5/6 agents agree)
+2. **10s exceeds temporal coherence** — LTX-2.3 degrades after 5-6s. Fix: test at 5s (121 frames).
+3. **linear_quadratic scheduler** — Distilled model is fragile with non-standard schedules. Fix: switch to `simple`.
+4. **Inconsistent guide_strength** — 0.5 on scene 1, 0.7 on others breaks flow. Fix: 0.5 uniform.
+
+### MEDIUM (2-3/6 agents agree)
+5. **Audio track enabled with no audio** — AudioVAE NaN risk. Fix: disable audioTrackEnabled.
+6. **Text in prompts** — LTX can't render readable text. Fix: replace with abstract descriptions.
+7. **512×512 square aspect** — LTX prefers widescreen. Fix: 768×512 (requires new frames).
+8. **fp8_scaled v1.0 quality** — Kijai's v1.1 is better. Fix: model upgrade.
+
+## Deep Research Sources (18 total)
+
+Key community sources:
+- GitHub #148: End-of-video logo/watermark artifacts (upscaler v1.0 contamination)
+- HF Discussion #13: Upscaler sigma fix table by frame count
+- Reddit r/StableDiffusion: Skin compression fix (Nearest Exact interpolation)
+- Reddit r/StableDiffusion: Deformed bodies / identity drift in I2V
+- Reddit r/comfyui: Official workflow vs ComfyUI built-in (prompt ignoring bug)
+- Reddit r/StableDiffusion: RL LoRA for coherence (OmniNFT)
+- HuggingFace RuneXX: Dev model sampler comparison
+- HuggingFace LiconStudio: MSR V2 LoRA for identity preservation
+- GitHub #255: Image conditioning does not preserve identity
+- GitHub #244: Noise in distilled 1.1 model
+- LTX.io blog: Official artifact reduction guide
+
+Full research: `~/workspace/research/results/2026-07-21-ltx-2.3-artifacts.md`