Auto-snap images onto ai-toolkit training buckets (W×H ÷64, ≤1.64MP) via
cover-scale + center-crop (Lanczos), per KLEIN_BUCKET_SIZES.md. Pure stdlib
bucket math (reproduces the spec table) + a torch node that also transforms
an optional mask identically and outputs width/height/label. No frontend.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Disk-backed image bus (input/gate_bus/<id>/): gates auto-publish image+mask
to a named send_id on pass; when image input is empty they load from get_id
(dropdown) — wireless, cycle-free "restart from the gate point" across runs.
Making image optional implements ignore-on-normal-path. TDD plan with a pure
stdlib imagebus + tensor savers; comfy imports stay lazy.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Document all five nodes (Image Pool, Pool Profile, Folder Image Loader,
Image Gate, Text Gate) with IO tables and behavior, plus shared concepts
(blocking gates, mask polarity, storage/profiles layout) and dev layout.
Refresh the stale pyproject description.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Connecting a Pool Profile no longer overwrites the pool's pool_id. The pool is
switched only when the user actively selects a profile in the dropdown; picking
an empty profile while a pool with images is connected offers to copy those
images into it (new seed_profile op + /grid_pool/profiles/seed route), so the
current pool is never silently lost.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Named, portable profiles for the Image Pool: a Pool Profile companion node
(create/select/rename/delete/duplicate/export-import) outputs a POOL_PROFILE
id into the pool's new optional input; profile or pool_id wins. Registry
(name->id) in profiles.json; live edit-time grid switch via cross-node
propagation. TDD plan with a pure stdlib profiles layer incl. zip round-trip.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Blocking text gate: pauses, shows incoming text in an editable box, Pass
emits the edited text. Optional any-type signal input + signal passthrough
output for ordering. Reuses gate_bus via an additive string payload channel
with a should_cancel hook so the Pass-only gate still honors global Cancel
(processing_interrupted). TDD plan; comfy imports stay lazy for testability.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
After a route choice the node now keeps the image and shows a 'Run from here'
re-queue button instead of blanking. The last painted mask is remembered and
auto-re-stashed on each new pause (with a Clear control) so it is not lost
between runs. The preview image area now scales with the node width.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Interactive chooser/router: pauses execution, shows the image with up to
10 labeled route buttons + edit-mask + stop. Chosen route gets the image,
others ExecutionBlocker-ed; gate-painted mask on a fixed output; stop
raises InterruptProcessingException. TDD plan with a pure torch-free
gate_bus; lazy comfy imports keep node logic unit-testable.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
MaskEditor alpha comes through as 0 in painted areas; bake 255-a so the
MASK output is white where painted (region of interest).
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
Ethanfel