Prophetero Final Check GLOBAL — Review Before You Release

VERSION

v0.1.1 — GLOBAL Preview

TAGS

comfyui, workflow, video, video tools, video editing, video analysis, audio, quality control, local tools, productivity, swarmui, ltx

MAIN DESCRIPTION

Prophetero Final Check GLOBAL — Review Before You Release

You have finished a promising video. Before uploading or delivering it, would you notice a black section, an unexpectedly still shot, a silent soundtrack—or a missing embedded recipe?

Final Check helps you find the moments worth reviewing. Add your local clips, run the checks, and click a finding to jump straight to its time. Decide what needs repair and what was intentional, then keep your notes in a downloadable report.

Works with supported video from any source: H3, LTX, other generators, cameras and editors. It is not tied to a particular model and does not need cloud AI or a generation model.

What it checks automatically

- Near-black sections that meet the selected duration threshold.

- Very little frame change, which can indicate an unintended freeze or a deliberately static shot.

- Quiet audio intervals and missing audio when you expect a soundtrack.

- Near-full-scale audio peaks that deserve a listening check. A high peak alone does not prove clipping or distortion.

- Technical details: resolution, frame rate, duration, codecs and audio presence.

- Recognizable embedded prompt/workflow evidence. This does not verify recipe completeness or reproducibility; sidecar files are not scanned.

Detection durations and audio thresholds are adjustable, and individual detectors can be switched off. Findings are suggestions for human review. This edition does not identify deformed hands, extra limbs, incorrect object physics or aesthetic quality. A motionless subject against a moving background can escape the frame-change check.

Review comfortably

The workspace opens in a large separate browser tab. Add up to eight videos with file picking, drag and drop, or a complete local file path. Checks run sequentially on CPU/FFmpeg and can be stopped.

Click a timestamp to inspect a finding. Mark it Needs review, To repair or Intentional / acceptable, and add a note. Your review is saved in this browser. Download a JSON report or copy a readable summary; exported reports omit full source paths and raw prompt text. Notes you type yourself are included.

Playback uses a locally encoded viewing copy. The original-resolution frame button lets you inspect a source frame separately. Source videos are never modified or deleted, and removing a video from the review list does not delete its files.

Continue with the Prophetero tools

- Audio Fix: download a prepared workflow pointing to the selected source. It starts with the original sound at 0 dB, ready for you to adjust.

- Loop Lab: select a section and download a prepared looping workflow.

- Take Compare: open the comparison workspace separately and add your source there to compare alternative takes.

These tools are optional, separate installations. Handoff buttons do not repair a video automatically or replace the ComfyUI graph you have open. Handoff JSONs contain a local source path: check it before public sharing.

Install

1. Download and extract the complete ZIP.

2. Stop the ComfyUI backend actually used by your application; stop SwarmUI if it starts that backend.

3. Run START_HERE.cmd, select the actual backend and approve any missing dependency installation you want to perform.

4. Restart the backend, refresh its browser page and open Prophetero_Final_Check_GLOBAL.json.

5. Click Open Final Check, add your clips and start checking.

Importing the JSON alone does not install the custom node. Queue/Run on the review node returns its workspace URL; use the button to open it.

English is the default. Controls and the shipped workflow note support English, Hungarian, German, French, Spanish, Italian, Portuguese and Polish. English and Hungarian guides are included.

Limits, contents and credits

This preview edition supports local upright, square-pixel SDR clips of 0.5–120 seconds, 1–60 FPS and up to 8 MP, with mono/stereo audio. Loop Lab handoff needs 0.5–60 seconds and at least four frames. No HDR colour management, automatic repair, deletion or final movie export is provided. A review with no findings is not a quality guarantee or a platform-acceptance certificate.

Dropped files create local copies; viewing proxies and reports use local disk space. Upload limits are 2 GiB per file and 6 GiB of accumulated input copies. Read README_EN.txt for storage management, source identity checks and browser persistence details.

The ZIP includes Prophetero's custom node, workspace, workflow, Windows installer, guides, changelog and licence. It requires an existing ComfyUI/Python environment with aiohttp, PyAV, Pillow and imageio-ffmpeg. No model weights, FFmpeg executable, Python distribution or complete ComfyUI installation is bundled.

Original components: detection and media processing use FFmpeg (https://ffmpeg.org/) through imageio-ffmpeg (https://github.com/imageio/imageio-ffmpeg). Source inspection uses PyAV (https://github.com/PyAV-Org/PyAV) and Pillow (https://python-pillow.github.io/), with local web integration through aiohttp (https://github.com/aio-libs/aiohttp), hosted by ComfyUI (https://github.com/Comfy-Org/ComfyUI). Thanks to their original contributors. Prophetero provides the review interface, integration, reports and installer—not a newly trained quality-detection model. Third-party licences remain separate; no endorsement is implied. See THIRD_PARTY.md.

Free personal and commercial creative use under the included licence. You may sell your resulting media subject to its source rights; resale or paid distribution of the Prophetero software itself requires separate permission. See LICENSE.txt.

First public preview: try it with your own clips and tell me which checks help most. Your feedback helps make the next version better!

VERSION CHANGES / NOTES

v0.1.0 — GLOBAL Preview

First release of Prophetero Final Check: local review suggestions for short finished videos.

- Separate-tab workspace for up to eight clips, with file drop, file picker and local paths.

- Automatic near-black, low-frame-change, quiet-audio, near-full-scale peak, missing-audio and embedded recipe-evidence checks.

- Adjustable thresholds and optional detectors; cancellable sequential scan jobs.

- Clickable timestamps, human review decisions, notes and browser persistence.

- Downloadable JSON reports and copyable text summaries without full source paths or raw prompt text.

- Original-resolution frame inspection.

- Prepared Audio Fix and Loop Lab workflow downloads; separate Take Compare launch. Target tools are installed separately.

- Eight languages, including workflow-note translation; English-default workflow, EN/HU guides and original component credits.

Findings require human judgement. High audio peaks do not prove clipping; intentional fades, silence and static shots may be flagged. This edition does not assess anatomy, physical plausibility or aesthetic quality, and does not repair or delete videos automatically. No generation model required.

SHORT TEASER

Before you hit Upload, take one more look.

Prophetero Final Check spots near-black sections, unusually still frames, quiet audio and other technical clues worth reviewing. Jump to the moment, decide what matters and save your notes. Continue with Audio Fix or Loop Lab when you are ready.

Local. Eight languages. Your judgement stays in control.