Review Ugc Render

review-ugc-render

> The QC gate every UGC video recipe MUST clear before it publishes. Not an

> eyeball /watch — a deterministic transcript-vs-script diff that exits non-zero

> on a defect so the recipe can hard-stop set_final_render.

Why this exists

Seedance generates the audio natively. It sometimes mis-voices a word — the

approved line human-vetted comes back spoken as human witted; documented

siblings: Hume→Hune, Alitu→al-too. The defect lives in the render's

audio, so an eyeball /watch ("dialogue matches the script") slips it through,

and a downstream caption pass then bakes the wrong word in verbatim. Nothing was

comparing the actual spoken audio against the script the user approved.

This gate does exactly that, deterministically, and refuses to publish on a miss.

When to run

• MANDATORY in every remix-ugc-*-from-sample and create-ugc-*-video-from-refs

recipe, in the QC phase, after the master render exists and before

set_final_render.

• Re-run after every fix / re-roll until it PASSES.

Contract

Before rendering, persist the exact approved spoken lines (the verbatim utterance,

no beat notes) to working/approved-script.txt. Then, after render:

python3 <pack>/review-ugc-render/scripts/review_render.py \
  --video working/final.mp4 \
  --script-file working/approved-script.txt \
  --json working/review-verdict.json

• exit 0 → PASS — proceed to publish (set_final_render).
• exit 2 → FAIL — do NOT publish. Read the report, fix, re-run.
• exit 3 → ERROR — the check could not run (see below); fix the environment, do

not publish blind.

Transcription backend (in priority order): OPENAI_API_KEY (honors

OPENAI_BASE_URL, so it routes through the gooseworks Whisper proxy when set) →

local whisper CLI. ffmpeg must be on PATH.

What FAIL means and how to fix

| Report line | Root cause | Fix |

|---|---|---|

| [high] said [witted] where script has [vetted] | Seedance mis-voiced the word in the generated audio | Re-roll a new seed. If it is a brand/coined token, spell it phonetically in the SPOKEN LINE (e.g. Ali-too, never a (pronounced …) parenthetical — Seedance reads parentheticals aloud). See create-video-seedance-2-fal Failure Modes. |

| [medium] dropped [...] / low similarity | Seedance dropped an approved phrase | Re-roll; if only a tail word, a surgical stitch_replacement.py window fix may recover it. |

| ⚠ audio is effectively silent | Wrong render / audio track lost in post | Re-render / re-check the mux; never publish a silent take. |

| ERROR: no transcription backend | No OPENAI_API_KEY and no local whisper | Set the key (proxy OPENAI_BASE_URL) or install whisper, then re-run. |

--expect-music is advisory only (warns if a music bed is absent); it does not by

itself fail the gate.

Inputs

• --video PATH (required) — the rendered master mp4.
• --script-file PATH or --script "text" — the approved spoken script. Omit

both only for a genuinely script-free clip (the drift check is then skipped and

the gate is advisory).

• --min-ratio FLOAT (default 0.90) — transcript↔script token similarity to pass.
• --json PATH — write the machine verdict for the app's review panel.

Tests

python3 tests/test_review_render.py    # pure verdict logic; no audio/network

Covers the canonical vetted→witted mis-voicing, brand-name mis-voicing, dropped

tails, benign filler, and the no-script advisory path.

Relationship to the content-goose review engine

This is the shipped, single-file, gating slice of the fuller

coworkers/video/molecules/review/review-loop (18-axis rubric). Here we enforce

the one axis that catches audio-vs-script defects at publish time

(review-transcript-integrity / brand_text_accuracy). Deeper multi-axis review

stays in the content-goose lab.