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Credits the code included from other projects (RIFE, the H3 latent upscaler, the RF-Inversion community pipeline, sd_embed) and the projects whose ideas dw reimplemented: comfyui-vrgamedevgirl, Kablex/ComfyUI-Ref2VA-VSA (and FastVideo's VSA-H3 work), mo-akkakk's TemporalWindow-SpatialTiles, and Kinoloom. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
…le.md) Lists MiniMax's eight H3 style packs by name with a per-pack install line, adds the medium line attributed to the packs and marked unprobed, and points SKILL.md and the plugin README at it. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
…der) Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
…install scripts, docs) Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
…erved by get_task) Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
…SION; drop stale 3.10 comment Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
…l mode description get_task serves mode from the register_command parameter_descriptions override, not the fit.py Args docstring a5d22eb edited. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
…d) as probed-and-not-a-rule Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
…and style pointer Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
…be (gate failed, B/C not built) Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
… row Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Binarize both masks through Pillow's L conversion, pool with torch's adaptive_max_pool3d and dilate with scipy's binary_dilation, per the architecture review's build-vs-buy findings. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
…urce, media checks at validate Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
fit -> LTX2InContextPipeline with Alpha-Gen 0.9 at 1.0, empty prompt, reference at factor 1 -> restore_to_source. num_frames 8n+1, 9-145. Alpha-Gen promoted to proven (lem job 7219cf6b4cf5, 3.9 min cold); Clean-Plate and Day-To-Night carry the not-shipped finding and its reopening trigger. Skill route row, README, ARCHITECTURE count, budget. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
…iled-refine doc corrections Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
… before the floor_db caution Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Twelve Klein stills (3 prompts x caps/lower x 2 seeds), each with its job id. L4 is not reproduced on Klein either. The deviations record the text-encoder offload and the old snapshot that had nothing left to delete. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
…ck sentence Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
Stages A and B ruled lessons 1, 2, 3, 4 and 6 not reproduced on dw's pipeline, so per plan v2 only lesson 5 lands, unmeasured and worded as guidance: script-to-video step 3 and series-episodes step 0, citing the findings doc. The findings doc records lesson 5 as unprobed and what landed. Pins: the guidance phrase in both casting steps, and no rule for a lesson not reproduced. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
…te overlapping chunks repetition Co-Authored-By: Claude Sonnet 5.5 <noreply@anthropic.com>
…gistration Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
…t templates Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
TASKS.md section, ATTRIBUTIONS "Used by" for the MMAudio/K6/DFN5B rows, skill lines (series-episodes, ltx-2.5, kandinsky-6) routing effects through match_levels; tests for refusals, trust gate, warnings, the pinned weights and loader agreement, catalog shape. Compact listing budget re-measured for the two new templates. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
…rate_sound_effects Arch review bounce: drop sound_effects' hand-rolled _number for whole_number/real_number + check_arguments, and replace both copies of the remote-code refusal (sound_effects, speech_generation) with one dw.trust.refuse_unused_task_remote_code built on require_trusted_task_arguments. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
…the noise warning Tester bounce on dd497b2: - C-F617: each model load now emits a `loading` phase and a `log` event naming the repo and pinned revision, with the hub download watched by dw.download_watch; a cache hit emits a `log` event (cached=True). - C-F614: get_task's summary states when the noise-like warning fires (flatness >= 0.3 and centroid >= 8 kHz) and that it names both values. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
…n, not its whole CLIP frames Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
…utes Architecture ratchet (develop CI red on this alone since 2026-10-31): - modules 226 -> 236: the rise is the release's new task modules (sound_effects, mmaudio_decoder, phrases, ...) plus five companion splits made here so every other metric holds - media.py -> media_readers.py (frame readers), cuts.py -> cuts_lines.py (line timing), script_check.py -> script_findings.py (rules and finding builders), pipeline.py -> pipeline_outputs.py (post-call output helpers), and h3_mask.py -> h3_mask_cells.py (mask arithmetic), which also closes the h3_mask <-> h3_mask_steps import cycle. - modules_over_size_ceiling 5 -> 0: the four splits above, and the upstream model ports (audio8_tts_model, mmaudio_model, mmaudio_sync_model, mmaudio_clip) moved to dw/vendored/, excluded from the ruler like dw/community_pipelines/ - a port keeps upstream's shape. - functions_over_150_lines 3 -> 0 (plan_cuts, crop_face_track, generate_speech), complex_functions 3 -> 2 (_collect_sources). Release review fixes (four code reviews of v0.16.0..HEAD): - generate_sound_effects refuses a duration under 0.64 s before any model loads (it crashed after a 10 GB load), unlinks its temp mp4 when the export fails; the decoder docstring says latents are raw. - Audio8 reference_audio accepts an earlier audio step's output. - H3 regional edit: a source_video off the 17n + 5 grid is refused at validate and the call (the pipeline snapped it up over a padded source and the mask drifted); refine_sigmas must be finite and strictly decreasing as float32, the scheduler's precision. - check_script: a short shot a block covers whole is folded into its neighbour, not dropped; a shot-less unheard line's skip names no shot. - decode_slow warning states the measurement, not a cause (#1119 rule). - exact_frame_rate never returns 0 for a tiny rate. Skills: minimax-h3 routes past-768p latent refine and refine_sigmas (quality-and-speed.md) and replacing a shot's sound; SKILL.md stays under its 12 KiB cap. Map rows, guide and TASKS.md updated; 0.17.0 notes drafted in docs/RELEASING.md. Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
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