mograph-builder (formerly motion-builder)

What it does. Motion graphics from an AI video model. Locks a look ONCE into a MOTION SHEET (a master style-reference image plus a short STYLE LOCK text), then turns a transcript into PROMPT PACKS: style written once, every block action-only, time-coded to the voice-over, tagged P1/P2/P3 so only what matters gets rendered. Parallax cutout collage, zine collage, paint-over-photo, kinetic type, animated diagrams, explainer B-roll.

Why it exists. A 20-minute explainer needs ~150 clips. Restating the style in 150 prompts drifts the look and buries the choreography. Here AI writes the action, the sheet locks the look.

Also inside. A style-family library, a real-logo fetcher, a Whisper transcript extractor with pause detection and ffmpeg auto-cut, an edit handoff (rough-cut EDL), persistent Omni characters, and video-to-video modes (stylize, overlay, transition, inset).

Not for. Live-action cinematics (action-builder) or code-rendered graphics (remotion-builder).

Input	the brief, a VO transcript or audio, optional logos and stills
Output	a MOTION SHEET image, .pack.md prompt packs, clips (Kie Omni default, FAL fallback, prompt-only free)
Feeds	your edit; remotion-builder shares its transcript and logo scripts
Spends	per clip on Kie/FAL; nothing in prompt-only mode

Files

• SKILL.md — hard rules, setup gate, motion sheet, pack format, dispatch, review loop
• references/ — style families, starters, pack format, motion sheet, action and audio grammar, transcript mapping, video2video, failure modes, code route
• providers/omni.md, fal.md, higgsfield.md
• scripts/setup.py, pack.py, mg_gen.py, transcript.py, logos.py, edl.py, character.py, _common.py

Setup

python scripts/setup.py. State lives in ~/.frmwrkd/motion-builder/ (the folder keeps the old name on purpose so existing projects are found; override with $MOTION_BUILDER_HOME). Keys in ~/.frmwrkd/.env. Needs Python 3; transcript.py needs ffmpeg and a Whisper backend.