Pivot docs/automations/ from "one folder per model" to "one folder per
automation module" so the same diffusion model can host several
independent tasks side by side. Replace the parallel docs/investigations/
tree with a fork of WhatDreamsCost-ComfyUI under forks/.
Automation modules (new layout)
- docs/automations/LTX-2.3/base-1step/ the existing single-stage
automation, moved from
docs/automations/LTX-2.3/
with its README, findings,
and handoff-checklist
rescoped to the task. The
4k-transitions backstory
that produced the module
moves here as
backstory/4k-transitions.md.
The earlier
docs/investigations/experiments/
card PNGs/HTML land in
example-cards/.
- docs/automations/LTX-2.3/audio-lipsync/ the audio-file lip-sync
module previously living
under docs/investigations/01_…/.
README, handoff, findings
stub, backstory/, and
runs/{LOOP,log}.md, all
referencing the new fork.
- docs/automations/README.md + CHEATSHEET.md updated to describe the
module-per-task pivot and
the new tree shape.
- docs/automations/CONVENTIONS.md unchanged (cross-cutting
loop contract still holds).
WhatDreamsCost Koolook fork (new)
- forks/whatdreamscost_koolook/versions/v1_3_2/
UPSTREAM_PIN.yaml pinned to upstream e81223a
(v1.3.2), GPL-3.0
verified 2026-05-28.
ltx_director.py MODIFIED — adds the
relay_overrides multiline
JSON widget on LTXDirector.
Moved from
docs/investigations/01_…/patches/.
prompt_relay.py MODIFIED — per-segment σ per
the Prompt-Relay paper
formula σ = (L − w_eff) /
(2 · √ln(1/ε)). Moved from
docs/investigations/01_…/patches/.
patches.py UNMODIFIED — vendored
verbatim from upstream
because ltx_director.py
imports detect_model_type
and apply_patches from it
(same precedent as
radiance_koolook's
color_helpers.py).
- Registered as LTXDirector__koolook_v1_3_2 ("LTX Director (Koolook v1.3.2)")
so it coexists with an installed copy of upstream WhatDreamsCost-ComfyUI.
Wired into the root __init__.py NODE_CLASS_MAPPINGS merge.
- forks/forks_manifest.yaml + forks/THIRD_PARTY.md updated with the new
entry (attribution, change log, license verified date, exposed node IDs).
Removed
- docs/investigations/ entire tree retired; its
contents either moved to
automation modules or to
forks/.
- scripts/sync_investigation_patches.py no longer needed — fork
code lives in the Koolook
tree and is synced via the
standard dev-sync flow.
- KOLOOK_WHATDREAMSCOST_PATH in .env.example same reason.
- docs/investigations in pyproject.toml's ruff
extend-exclude added in 96bf8ad to silence
lint on vendored patches;
no longer needed now that
vendored code is under
forks/ (already excluded).
Docs
- docs/reference/glossary.md Investigation folder,
Investigation patches,
JSON file folder, and the
sync_investigation_patches.py
entries replaced by
Automation module, Backstory,
Working folder, and Card.
Loop and Run rewritten to
point at the new structure.
- CHANGELOG.md [Unreleased] describes the restructure +
the new fork.
Verification
- ruff check . → all checks passed
- tools/preflight_release.py --skip manager-meta → 42 files parsed; 11
unique node IDs collected including LTXDirector; VAE dispatch branches
all OK; fixture workflows still reference all registered Koolook IDs.
- pytest → 173 passed, 0 failed.
Workflow JSON heads-up
The active audio-lipsync workflow LTX-23-audio_tests_v01.json continues to
reference the upstream LTXDirector ID. To pick up the new fork's behaviour,
swap that node to "LTX Director (Koolook v1.3.2)" (registered ID
LTXDirector__koolook_v1_3_2) — sockets and wiring are preserved. The
relay_overrides widget appears at the bottom of the new node. Documented
in the audio-lipsync README's "Workflow JSON — Koolook node ID" section.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
