Two server routes (GET /funpack/value_function/export, POST /funpack/value_function/import)
serve and receive the .pt binary. Studio Session tab gains Export and Import buttons
below the value guidance toggle, keyed to the active refinement key.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Extract _v2_split_prompt_by_transitions to module-level
split_prompt_by_transitions. parse_timeline_segments now calls it
directly with placement=silent — same code path as generation.
Eliminates all reimplemented splitting logic.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
The pipeline is shortcuts → transitions → split. The route now runs
apply_prompt_shortcuts first, then parse_timeline_segments on the
expanded text, matching actual generation behavior.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
widgetByName returns nothing when the input is connected. Traverse the
graph link to the source node and read its first widget value instead.
Also fix custom_map always being empty when refinement_key is set.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Read-only horizontal timeline showing detected scenes as boxes with
transition connectors between them. Backed by a new
POST /funpack/parse_timeline route and parse_timeline_segments() in
conditioning.py that reuses the existing transition phrase patterns
and custom transition map.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Custom transition triggers in Studio can now have a visual_effect assigned
(fade_to_black, crossfade, blur_out_in). When triggered during scene splitting,
the effect fires at that scene boundary: the sampler decodes the latent window
around the boundary, applies the pixel-space effect, and re-encodes in-place.
No new nodes needed — VAE is already connected to the scene chain sampler.
New transition_duration input controls how many pixel frames are affected.
New scene_boundaries output provides the boundary list for debugging.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
New placement option 'silent': the transition phrase marks the scene
boundary but is stripped from the output entirely. Neither the previous
nor the next segment contains it. Available globally and as a per-entry
override on custom transitions.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Global setting in Studio Refiner tab: "Transition placement" (start/end).
start = transition opens the new segment (existing default behavior).
end = transition closes the previous segment instead.
- Per-entry placement override in Transitions tab (global/start/end).
Custom transitions can pin their placement regardless of the global setting.
- transition items gain a placement field (global/start/end, defaults to global).
- load_custom_transition_triggers returns {trigger_lower: placement|None} so
the split function can do per-trigger lookups efficiently.
- refine_v2 and Studio.run() wired with split_transition_placement parameter.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Shortcuts and Transitions: saved entries collapse to a summary row (name +
on/off badge); click to expand, Collapse button to close without saving
- Transition summary also shows trigger phrase in italic next to the name
- Shortcuts: replacement is no longer required; blank/missing defaults to [""]
which removes the matched phrase (same as explicit empty replacement)
- Shortcuts: name falls back to first activation word when left blank
- New summary row CSS: badge-on/badge-off, label, trigger styles
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Shortcuts: allow empty string as a valid replacement to remove matched phrases
from prompts; post-pass cleans up orphaned commas/spaces left by removals
- Shortcuts: add cross-shortcut longer-phrase-wins test confirming ordered
alternation handles multiple shortcuts with overlapping triggers correctly
- Transitions: new user-editable transition word list stored in transitions.json;
custom triggers extend the built-in split pattern at runtime, keyed by name
- Transitions: Studio JS gets a dedicated Transitions tab (name, trigger, enabled)
with Add/Refresh/Import/Export toolbar
- Transitions: four API routes mirroring shortcuts (GET, export, save/delete, import)
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
FunPackStudio combines Refinement Key, Scene Builder, Refiner V2,
Advisor LLM, LoRA loading, and Conditioning Adjust under a single node
with a tabbed popup editor. Rating widget stays on the node face;
everything else is in the popup.
Python:
- FunPackStudio.run() chains all subsystems: scene builder prompt
construction, advisor LLM load (using shared cache), LoRA loading via
FunPackLoraLoader, FunPackVideoRefinerV2.refine_v2(), and
FunPackConditioningAdjust.adjust(). No code duplication.
- Added optional _seed parameter to FunPackVideoRefinerV2.refine_v2()
so Studio can generate a seed and output it for wiring to samplers.
- Added /funpack/available_loras endpoint for the LoRA picker.
JS (funpack_studio.js):
- Tabbed popup: Session, Scene, Refiner, Advisor, LoRA, Adjustments.
- Session: refinement key, reset toggle, scene builder mode selector.
- Scene: scene load/save, phrase bank from memory, positive prompt
editor (active when scene builder is not Pass-through).
- Refiner: all V2 settings, feedback prompt, intent override.
- Advisor: LLM enable toggle, model path, dtype.
- LoRA: dynamic list of LoRAs with name/type/model-weight/clip-weight,
loaded from /funpack/available_loras.
- Adjustments: phrase/strength pairs with session phrase bank.
- Settings serialized as JSON in hidden studio_settings widget.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
When refinement_key_input is connected (from FunPack Refinement Key
Loader), the popup fetches phrase_memory from that session via a new
/funpack/phrase_memory endpoint and shows all learned phrases as
clickable chips grouped by category. Click a chip to add it to the
adjustment list with a default strength of 0.1.
Search field filters phrases live. Phrases are sorted by evidence count
so the most-seen ones appear first within each category.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
