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AutomationPython

Creator PiP Listicle Render

by gooseworks-ai

Automatically assembles picture-in-picture product-listicle video ads from config and AI-generated creator clips. The creator stays full-frame with overlaid title, demo, and product card. Use for creating short video ads in a listicle format.

1.1K stars194 forksAdded 2026/07/20
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Documentation

README

render-creator-pip-listicle

Assemble a creator picture-in-picture product listicle ad from a config: an AI creator counts down N products in the brand's own voice, and the creator stays FULL-FRAME the whole time โ€” there is NO cut to a full-frame product shot, ever. On each product beat, three persistent overlays ride on top of the full-frame creator for the WHOLE beat: (1) a title pill top-center (persistent, it carries the listicle title), (2) the DEMO in a rounded PiP window top-right โ€” the brand's real UGC clip (MUTED), or for a no-UGC brand the product's own demo (a real screen-recording, or an autocropped high-res product-UI/dashboard still sized to fill the window), and (3) a product card pinned bottom (rounded thumbnail left + "N ยท CATEGORY" small-caps + product NAME in a serif face like Georgia). Hook + CTA beats are the creator full-frame with the title pill only (no PiP/card). The creator's voice + lips are generated together, natively per beat โ€” there is no separate voiceover. This capability is the FREE, deterministic assembly โ€” build the per-beat overlay PNG, cover-scale the creator clip + composite the overlay, concat all beats, and burn the captions.

scripts/config.example.json is the worked example (DIBS Beauty "5 products that replaced my whole makeup bag", ~46s 1080ร—1920 9:16, a hook + 5 product beats + a CTA); scripts/PIPELINE.md maps every config block to its source step and scripts/README.md documents the free assembly.

Run

This is the FREE, deterministic assembly stage โ€” it spends nothing beyond the caption burn. The paid inputs are separate capabilities โ€” the creator anchor (create-image-fal, Seedream v5 Pro, model bytedance/seedream/v5/pro/text-to-image with no fal-ai/ prefix) and one native Seedance talking clip per beat (create-video-fal, model bytedance/seedance-2.0/reference-to-video, generate_audio=ON, the SAME seed across beats so the face holds, 720p default). Given those native clips + the brand's real UGC demo clips (or the product's own autocropped UI stills / screen recordings) + the real product photos + the brand palette + the title copy, render-creator-pip-listicle builds ONE full-1080ร—1920 transparent overlay PNG per beat (title pill always; + demo PiP top-right + bottom product card + rank number on product beats), cover-scales the creator clip to 1080ร—1920 and overlays the beat's overlay PNG for the whole beat while keeping the native audio, concats all beats, and burns the captions last โ†’ the master. Re-cuts reuse the existing native clips + overlays and cost $0.

Anchor gotcha (Seedream v5 Pro, not gpt-image-2/Seedream-v4). Seedance 2.0's partner-validation gate REJECTS photoreal faces from gpt-image-2 AND Seedream v4 ("may contain likenesses of real people"); a Seedream v5 Pro face passes. Generate a FRESH anchor with create-image-fal, model bytedance/seedream/v5/pro/text-to-image (no fal-ai/ prefix) โ€” reusing an existing photoreal face from another project also trips the gate.

Clip gotchas (Seedance 2.0). A REJECTED submit STILL bills via the fal-proxy โ€” pre-flight ONE test clip (the hook) and confirm it renders before firing the batch. Presigned anchor URLs expire ~1h โ†’ re-host the anchor if a batch runs long (else "Failed to download the file" mid-batch). The intermittent fal "User is locked: Exhausted balance" is the proxy's upstream fal account (not your GooseWorks credits) โ†’ retry with backoff.

Contract (the free assembly)

  • Creator FULL-FRAME the whole beat โ€” NO cut to a full-frame product shot. Every beat is ONE continuous full-frame creator clip; the product content lives in overlays, never in a full-frame cutaway. per_beat_shots = 1.
  • Native creator audio carries the reel โ€” no separate VO. Each beat's voice + lips come from ONE Seedance take (generate_audio=ON); this stage never adds a VO or a lip-sync pass. The creator clip's native audio plays continuous across the whole beat; the demo PiP's audio is muted (else the voice doubles).
  • Three persistent overlays on each product beat. For the WHOLE beat, on top of the full-frame creator: (a) the title pill top-center (persistent, title_pill.on=true โ€” carries the listicle title, kept short to fit one line); (b) the DEMO PiP top-right; (c) the product card bottom. Hook + CTA carry the title pill only.
  • The DEMO PiP is autocropped to FILL its window. It's the brand's REAL UGC clip (MUTED, never AI-regenerated) โ€” OR, for a brand with NO UGC (B2B/SaaS), the product's own demo: a real screen-recording, or an AUTOCROPPED high-res product-UI/dashboard still. Autocrop the still (trim transparent/near-white margins) and size the PiP window to the cropped content's aspect ratio so it fills the window โ€” no letterbox whitespace; a WIDE screenshot โ†’ a SHORT + WIDE window, a tall/square one โ†’ a taller window. Rounded window, white hairline border, soft drop shadow, top-right. Disclose in the review when the demo is a still/mockup rather than a real UGC clip.
  • Products are REAL photos โ€” never AI-render the product. The bottom product card (rounded thumbnail + "N ยท CATEGORY" small-caps + product NAME in a serif face like Georgia) comes from the brand's real product photo / UI thumbnail; a product with no clean photo falls back to a brand-color tile with the wordmark, never an AI product render.
  • Persistent title pill, rank number on the card. The title pill is persistent top-center (this format's identity, on by default). A counting rank number (1..N) is rendered on the product card on product beats.
  • Captions burned LAST as PIL PNG overlays, brand-accent, deterministic. This ffmpeg has no libass โ†’ render each ~2-word cue as a timed PIL PNG overlay (overlay=โ€ฆ:enable='between(t,s,e)'): white words + a brand-accent underline, black stroke for legibility, positioned CLEAR of the PiP (top) and the card (bottom) (mid-to-lower band). Time them DETERMINISTICALLY from the known per-beat script โ€” the fal-ai/whisper proxy is unreliable (900s timeouts); do NOT depend on it. The known script is the brand-correct source, so brand tokens are always spelled right.
  • FFmpeg composite, deterministic, FREE. Per beat: build ONE full-1080ร—1920 transparent overlay PNG (title pill; + PiP + card + rank number on product beats), cover-scale the creator clip to 1080ร—1920, overlay the PNG for the whole beat, keep the native audio. Concat all beats with the concat demuxer @ 30fps / yuv420p โ†’ a 1080ร—1920 h264+aac master, then burn captions last. Probe durations with ffprobe -of csv=p=0 (NOT -of default=nk=1:np=1, which errors on some builds). No paid calls in the composite/stitch, no keys.

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