10 Commits
Author SHA1 Message Date
ba39cb3658 Claude/goofy faraday d23e98 (#255)
* refactor(nodes): drop keyframe_batch alias from Easy Image Batch

The keyframe_batch input was a deprecated alias of keyframes_insert,
added in 0.4.1 during PR #246 review to keep pre-rename workflows
loading. The old name only ever existed in unreleased dev builds before
the rename, so no published workflow depends on it and the alias only
cluttered the node with a second IMAGE input.

Remove the input, its parameter, and the alias-routing fallback; the
node now exposes a single keyframes_insert insert input. Tests and the
behavior spec updated; CHANGELOG notes the removal under [Unreleased].

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

* docs(policy): make backward compatibility opt-in for Koolook nodes

Invert the default: backward compatibility is no longer a standing
constraint for Koolook-created nodes (the root k_*.py custom nodes).
By default, make the cleanest change — rename/drop/reorder IDs, inputs,
and outputs freely, no deprecation aliases or _v2 suffixes. Compatibility
with saved workflows is only preserved when the maintainer explicitly
says "check backward compatibility".

Forks are explicitly excluded: anything under forks/ (including the
Koolook-original nodes exposed via SKIP_VERSION_SUFFIX) keeps full
back-compat discipline by default, no request needed. The
__koolook_vX_Y_Z collision suffix always applies.

Scoped across the binding instruction files and skills: CLAUDE.md,
copilot-instructions, node-versioning.md, versioning.md, and the
preflight-release / add-external-fork / tdd skills. The preflight
workflows check is reframed as a drift detector for Koolook IDs and a
hard back-compat gate for fork IDs.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

* docs: clarify keyframe_batch alias removal

* fix: retain keyframe_batch compatibility alias

---------

Co-authored-by: AI Machine <ai.machine@x.baconcph.com>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-20 11:16:38 +02:00
88dbfedf86 feat(nodes): Easy Image Batch keyframes_insert + insert-over-source +… (#246)
* feat(nodes): Easy Image Batch keyframes_insert + insert-over-source + clean batch

- Rename optional input keyframe_batch -> keyframes_insert (node ID unchanged).
- Insert-over-source mode: when keyframes_insert AND source_batch are both
  connected, composite the inserts over the source cut window (instead of the
  placeholder background). keyframes_insert alone keeps the offset/reconstruct
  behaviour over placeholder.
- No image source connected -> clean placeholder batch sized by new
  width/height fallback widgets, instead of raising. width/height are appended
  LAST so older saved workflows keep their positional widgets_values alignment
  (fixes a mid-list insertion that shifted placeholder_color into source_frames).
- alpha_batch marks only inserted/placed positions; source background is not
  counted as placed.
- New pure planner plan_source_base_fill (torch-free) alongside
  plan_offset_placements; both unit-tested in CI.
- Docs: behavior matrix spec, interactive HTML demo, and a generated
  "all versions" ComfyUI demo workflow under docs/designs/.

Not yet implemented (specced as DRAFT in docs/designs, pending maintainer
approval + tie-break decision): image1-4 "super-overwrite" layer across all
modes, and removal of the Mode 2 unconnected-slot source_batch fallback.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

* fix(deps): raise aiohttp [test] floor to >=3.14.1

The constraints lock already pins aiohttp 3.14.1 (the CVE-2026-54273..54280
fix line), but pyproject's [test] extra still declared aiohttp>=3.9.
Dependabot keys off pyproject, not the lock, so the open declared range kept
eight range-based alerts open even though the installed version is patched.
Raising the floor to >=3.14.1 aligns the declared range with the lock and
clears the alerts once this reaches the default branch.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

* feat(nodes): Easy Image Batch image1-4 super-overwrite + source passthrough

Make the four manual slots the top compositing layer in every mode (select
and insert): a connected imageN overwrites output frame imageN_frame on top
of the sequence/inserts and the background. Higher slot wins a collision
(image4 > image1); a slot beats a sequence pick / insert at the same position.
Extracted as the torch-free plan_slot_overwrites planner + a shared
_apply_slot_overwrites helper used by both code paths.

Two model fixes ride along, per the finalised behaviour matrix:
- An unconnected slot now contributes nothing -- imageN_frame is only a
  placement target for a wired image, never a source_batch pick. The old
  unwired-slot fallback (which surfaced seemingly-random frames) is removed.
- source_batch + an empty frame list (no insert) now passes the source cut
  window straight through instead of a placeholder batch, matching the
  insert-mode empty-list passthrough.

Tests: new plan_slot_overwrites planner cases + fake-tensor behaviour tests
covering slot-beats-pick/insert, higher-slot-wins, passthrough-not-placed, and
the removed phantom fallback. Docstring, tooltips, user guide, design spec
(promoted DRAFT -> canonical), and CHANGELOG updated.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

* test(nodes): assert selected_image_batch = picks/inserts + slots; drop matrix HTML demo

selected_image_batch already packs every placed position -- both the
source_frames picks / inserts and the manual-slot overwrites, with slots
winning on overlap. Add explicit select- and insert-mode tests asserting the
composition and ascending order, locking the behaviour in.

Also delete docs/designs/easy-image-batch-matrix.html (stale interactive demo
built against an earlier draft) and drop its companion reference from the
design spec.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

* feat(nodes): Easy Image Batch passthrough inpaint mask + frame-range syntax

Two refinements to the Easy Image Batch passthrough/list behaviour:

- Short-source passthrough is now an extend/inpaint mask. When source_batch is
  connected and the frame list is empty, the covered source frames are kept
  content (alpha 0.0) and the uncovered tail becomes the selection
  (selected_image_batch / selected_frames) with alpha 1.0 -- "keep the first N,
  generate the rest". Full coverage -> no gap, empty selection. The selection
  is the gap here (inverse of select mode); insert mode is unchanged.
- The source_frames field accepts inclusive ranges: "1-5, 7, 9, 14-17" expands
  to 1,2,3,4,5,7,9,14,15,16,17, in both select and insert, via a shared
  torch-free parse_frame_tokens (descending/non-integer tokens warn).

Tests cover the gap selection (short/full/cut-start-offset/slot-in-gap), the
parser (ranges, bad tokens), and range syntax end-to-end. Docstring, tooltip,
user guide, design spec, and CHANGELOG updated.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

* docs(designs): remove draft-era Easy Image Batch demo workflow + builder

Delete easy-image-batch-demo-setup.json and build_easy_image_batch_demo.py
(the leftover draft-era demo, sibling to the already-removed matrix HTML) and
drop the companion reference from the behavior spec. A purpose-built demo will
replace them later; the spec matrix + the node remain the canonical reference.
Also drop the now-stale "(proposed)" from the spec title (it is canonical).

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

* docs(user-guide): remove stale v0.1.5 Easy Image Batch screenshot

The screenshot predates the node's keyframes_insert / super-overwrite /
passthrough rework and is unreferenced. Removing it to be re-created fresh.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

* docs: point Easy Image Batch docs at the bundled Select-and-Rebuild demo

Note the runnable demo workflow ("Easy Image Batch - Select and Rebuild",
bundled into the Kforge Labs Workflows sidebar folder via #248) in both the
user guide and the design spec, replacing the generated demo removed earlier.
Referenced by path (not a clickable link) since the workflow lands via #248.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

* fix(nodes): address PR review — keyframe_batch alias + input guards

- Restore keyframe_batch as a deprecated alias of keyframes_insert so
  pre-rename workflows (origin/main exposes the input) keep loading; an explicit
  keyframes_insert wins. Follows docs/maintainers/node-versioning.md
  (alias-then-deprecate); removal deferred to a release boundary.
- Warn instead of silently returning a clean batch when source_frames is
  non-empty but no image source is connected.
- Cap frame-list range expansion at 8192 frames/token to guard against typos
  like 1-99999999.
- Docs: reframe the bundled demo-workflow note as forthcoming (the JSON lands
  via #248, not on this branch); document the alias, cap, and no-source guard in
  the user guide / design spec / CHANGELOG.

Tests: alias routing + precedence, no-source warning, range cap + boundary
(46 node tests). Fresh-eyes review: no correctness/compat issues (the IMAGE
alias input adds no widget-position shift).

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

* docs: point Easy Image Batch docs at the now-merged Select-and-Rebuild demo

#248 merged to main and is now in this branch (via the main merge), so the
demo workflow exists at docs/workflows/kforge-labs-workflows/. Repoint the user
guide and design spec at it directly (present tense, real folder link) instead
of the earlier "coming soon / pending" framing.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

---------

Co-authored-by: AI Machine <ai.machine@x.baconcph.com>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-19 00:51:16 +02:00
malkuthroandClaude Opus 4.8 df34ddcf1a feat(nodes): Easy Image Batch offset mode via keyframe_batch input (#242)
Add the inverse of the node's select behaviour. When the new optional
keyframe_batch IMAGE input is connected, the node scatters a packed
sequence back onto the source_frames positions (i-th frame -> i-th listed
number, ascending), placeholder fill in between, at total_frames length.
This closes the select -> process -> reconstruct loop: feed a processed
selected_image_batch plus the same selected_frames list back in to rebuild
the original spacing.

The switch is wire-driven (source_batch and image1-4 are ignored while
keyframe_batch is connected, with a console note); count mismatches and
outside-cut positions are reported in the end-of-run summary. Placement
logic is a pure, torch-free planner (plan_offset_placements) so it is
unit-tested in CI, where torch is unavailable. Fully backward-compatible:
unconnected keyframe_batch preserves the existing select path exactly.

Tests: 10 new torch-free tests; full suite 630 passed, 1 skipped; preflight_release green.

Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
2026-06-16 10:45:10 +02:00
malkuthro 67e9d55e98 docs(nodes): add user guides and tooltips (#200)
* docs(nodes): add user guides and tooltips

* chore: clean up node preflight nits
2026-06-02 20:42:56 +02:00
bf02db8ad8 feat(easy_image_batch): source_batch + source_frames list + selected_… (#134)
* feat(easy_image_batch): source_batch + source_frames list + selected_* outputs

Three-mode input system, two new "selected only" outputs, and an alpha
output convention that's explicit about its role.

Inputs
- source_batch (IMAGE, optional): pre-batched stack, e.g. straight from
  Load Video.
- source_frames (multiline STRING): VFX frame numbers separated by
  commas, newlines, spaces or any mix. Picks from source_batch and
  places at the same timeline position. Removes the 4-keyframe ceiling.
- placeholder_color: now offers Black / Gray / White (was Black / Gray).
- invert_alpha (BOOLEAN, default off = "inpaint"): flips alpha to
  compositing convention (selected=white) when on.
- image1 is now optional (you can drive the node entirely from
  source_batch + source_frames). At least one of image1 or source_batch
  must be connected.
- start_frame default changed from 0 -> 1 to match VFX 1-based numbering.

Mode rules
- Mode 1 -- per-slot images: connect imageN, set imageN_frame.
- Mode 2 -- source_batch + 4 slots: when imageN is unconnected,
  imageN_frame doubles as the source pick index AND timeline target.
- Mode 3 -- source_batch + source_frames list: when the list is
  non-empty, the 4 slots contribute ONLY where imageN is explicitly
  connected -- the imageN_frame defaults (0, 4, 8, 12) do NOT pick from
  source_batch in this mode, so the list fully controls the selection
  unless an imageN override is wired.
- Priority: source_frames list runs first; manual slots run after and
  override at the same target index. Output dedup is automatic
  (set-based).

Outputs
- image_batch (IMAGE): full timeline with placeholders. Unchanged.
- alpha_batch (MASK): renamed from mask_batch; same default convention
  (selected=0.0/black, empty=1.0/white) so existing wires work
  unchanged. Toggle invert_alpha for compositing-style.
- selected_image_batch (IMAGE, NEW): only the keyframes that landed,
  packed back-to-back in timeline order. Empty (length 0) if none
  placed.
- selected_frames (STRING, NEW): comma-separated VFX frame numbers,
  sorted ascending and deduped. Same format as the source_frames input
  -- round-trips into another easy_ImageBatch instance.

Docs
- Updated class docstring with input modes + worked example (surfaces
  in ComfyUI's node tooltip).
- New per-node user guide:
  docs/user_guide/nodes/koolook_image/easy_image_batch.md.
- docs/user_guide/README.md graduates easy_ImageBatch from "TBD" to a
  real link.
- CHANGELOG: Unreleased Added/Changed entries cover the full change set.

Backward compatibility
- Existing workflows wired to image_batch + mask_batch keep working;
  the second output slot position is unchanged.
- The 4-keyframe screenshot pattern (source_batch + 4 slots, no list)
  is unchanged in behaviour.
- start_frame default change affects only newly added nodes; saved
  workflows keep the value they were saved with.

Co-authored-by: Cursor <cursoragent@cursor.com>

* feat(easy_image_batch): cut window — rename start_frame -> cut_start_frame, fix source-pick math

The 2nd output of Easy Image Batch (Koolook) gets a built-in cut
window, replacing the workflow pattern of feeding the output through
an external ImageFromBatch (batch_index, length) slicer.

Conceptual rename
- `start_frame` -> `cut_start_frame` everywhere.
- The output now represents VFX frames
  [cut_start_frame .. cut_start_frame + total_frames - 1].
- Frames placed outside the cut window are dropped from the cut
  silently and listed in a single end-of-run summary log (replaces
  the previous per-frame "out of range" warnings).

Math fix (real bug)
The previous code conflated source pick index and output index under a
single `target_index = vfx - start_frame`. That happened to work when
start_frame=1 (source pick index = vfx - 1, by coincidence), but
produced a wrong source pick whenever start_frame != 1. Now:

    source pick index   = vfx_frame - 1                  # hardcoded VFX 1-based
    output (cut) index  = vfx_frame - cut_start_frame    # cut window

The two are validated independently:
- source-side range error -> per-frame warning ("VFX frame N doesn't
  exist in source_batch")
- output-side range -> silent drop, collected into the end-of-run
  summary

Defaults
- cut_start_frame=1 (was start_frame=1, so default behaviour for
  source_batch starting at VFX frame 1 is identical).
- total_frames default 16 -> 81 (matches typical VFX shot length).
- imageN_frame defaults 0/4/8/12 -> 1/5/9/13 (valid 1-based).
- imageN_frame min 0 -> 1 (frame 0 is invalid under VFX 1-based).

Console summary
Always logged so it's easy to confirm what the node produced. Shape:

    [easy_ImageBatch] cut window: frames 41..121 (81 frames).
    6 placed; 2 outside cut: 1, 27.

Docs
- Class docstring rewritten with the cut-window model + Examples A
  (cut_start_frame=1, no cut) and B (cut_start_frame=41, cut).
- docs/user_guide/nodes/koolook_image/easy_image_batch.md fully
  updated to match.
- CHANGELOG: new "Changed" entry under [Unreleased] explaining the
  rename, math fix, defaults bump, and migration notes.

Migration notes for users of the previous PR commit
- Saved workflows that had start_frame=1 (the default) keep producing
  identical output -- the math is unchanged in that case.
- Saved workflows that set start_frame to a non-1 value will see
  different source picks (the old code was actually picking the wrong
  source frame, the new code picks correctly). Re-check those.

Co-authored-by: Cursor <cursoragent@cursor.com>

* feat(easy_image_batch): shift imageN_frame defaults to 5/9/13/17

The previous 1/5/9/13 cluster put all four default keyframes inside the
first 13 frames of an 81-frame timeline. Shifting to 5/9/13/17 keeps the
same stride-of-4 but leaves a small gap at the start, which reads
cleaner in the node UI and gives a more representative spread of where
keyframes commonly land.

Updates the doc table and CHANGELOG bullet to match.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

---------

Co-authored-by: Cursor <cursoragent@cursor.com>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-13 19:37:49 +02:00
malkuthroandClaude Opus 4.7 b7a17b570b chore(categories): split Koolook/VFX into Pipeline / Image / VAE + fix VAE display names (#38)
Three small UX fixes from the v0.1.7 post-release inspection:

1. Categories: the catch-all `Koolook/VFX` subfolder is replaced with
   three more granular ones:
   - Easy_Version, EasyAIPipeline   -> Koolook/Pipeline
   - easy_ImageBatch                -> Koolook/Image (joins EasyResize)
   - Easy_hdr_VAE_encode/decode     -> Koolook/VAE

2. Easy_hdr_VAE_encode / Easy_hdr_VAE_decode display names: previously
   the display equalled the node ID (`Easy_hdr_VAE_encode`) so the user
   couldn't find them by typing `koolook` in the node-add search filter
   — they were registered correctly but invisible to the filter. Now:

     "Easy_hdr_VAE_encode" -> "Easy HDR VAE Encode (Koolook)"
     "Easy_hdr_VAE_decode" -> "Easy HDR VAE Decode (Koolook)"

   Matches the title-case " (Koolook)"-suffixed convention used by the
   rest of the pack since v0.1.7.

3. README node tables + categories list updated to match.

Class IDs unchanged everywhere -- saved workflows that reference any of
these IDs continue to load and run unchanged. CATEGORY is purely a UI
hint and only affects the node-add menu hierarchy.

Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
2026-05-03 23:45:36 +02:00
malkuthroandClaude Opus 4.7 9d5cbdabd7 feat(nodes): suffix display names with (Koolook) for discoverability (#36)
Previously typing "koolook" in ComfyUI's node-add search only surfaced
KoolookLoadCameraPosesAbsolute and the v2.3.3 fork VAE nodes (via their
version suffix). The four other nodes (Easy_Version, EasyAIPipeline,
easy_ImageBatch, EasyWan22Prompt) had display names with no Koolook
marker and so were invisible to that search.

Adds " (Koolook)" suffix to each display name, matching the pattern
introduced in #35 for EasyResize_Koolook. Class keys are unchanged
(per CLAUDE.md "Never rename existing namespaced node IDs"), so saved
workflows keep loading and running unchanged.

Also moves Easy_Version's CATEGORY from "VFX/Utils" to "Koolook/VFX"
so it appears under the same parent folder as the rest of the pack.

No version bump — release with the next tag.

Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
2026-05-03 23:17:03 +02:00
malkuthro 083b99ef0d Invert alpha 2025-10-08 00:07:08 +02:00
malkuthro b81c96669d optimisation? 2025-10-07 23:26:00 +02:00
malkuthro b41f6e17ca renames 2025-10-07 21:37:41 +02:00