Deconstruct a breakout short-form video into a precise, copyable spec. First diagnose why it broke out (the three gates, the false-positive labels, the measured lift), then produce a shot-by-shot timeline (hook frame, on-screen text, props, cuts, audio, the signature device) described richly enough to write generation prompts from it. Use when the user pastes or links a winning video and wants to understand AND replicate its structure, or wants a "FormatSpec" of a pattern. Pairs with the LazyReel MCP (study_videos, breakout_laws, niche_report, study_videos) and hands off to the UGC ad director skills to write the prompts.
Turn a brief or a decoded format into a cut-by-cut timeline for a UGC video of any length, from a short ad to a 60-90 second-plus video: the clip order, the per-cut framing and beat, the cut rhythm, and the energy arc, grounded in the validated breakout laws. The cut count follows the length, not a fixed number. Anti-cinematic by design (per-frame novelty comes from cuts and real capture, never lens flares or speed ramps). Use when the user wants a shot list, a video timeline, to plan a sequence, or to turn a FormatSpec into a structure to prompt from. Feeds the lazyreel-ugc-ad-director and lazyreel-higgsfield-director (which write the model prompts) and the lazyreel-video-editor (which executes the cut). Pairs with the LazyReel MCP (breakout_laws, make_brief, niche_report).
Turn LazyReel's validated breakout insights into Higgsfield video-generation prompts as a multi-clip cut sequence of any length, from a short ad to a 60-90 second-plus video, whose first three seconds are engineered to clear the breakout laws before you spend a credit. The clip count follows the script and target length, and long videos chain clips with Higgsfield's native video-extend for seamless continuity. Each clip gets a positive prompt, a negative (do-not) prompt, and a why-it-works tied to a measured law. Use when the user wants to generate a UGC, short-form, or long-form video with Higgsfield, write a Higgsfield prompt, render an ad from a LazyReel brief, or asks "what should the opening shot be." Pairs with the LazyReel MCP (call breakout_laws, make_brief, study_videos, teardown first), the Higgsfield MCP (generate_image, generate_video, virality_predictor), and hands the clips to the lazyreel-video-editor skill for the cut.
Create hyper-realistic AI UGC video ad prompts (Seedance 2.0) as a multi-clip cut sequence of any length, from a 12-second ad to a 60-90 second-plus video, never one long static shot. The clip count follows the script and the target length, not a fixed number. Give it a script, a product concept, or a LazyReel format/brief and get Pinterest reference links plus copy-paste prompts, each clip with a positive prompt, a negative (do-not) prompt, and a one-line why-it-works tied to a measured breakout law. Use to MAKE a short-form OR long-form video from a proven format. Pairs with the LazyReel MCP (pull niche_report, study_videos, breakout_laws, teardown first) and hands the clips to the lazyreel-video-editor skill for the cut.
Generate multi-shot UGC video ads for DTC brands and creative agencies using Seedance 2.0 via the fal.ai API. Auto-writes UGC dialogue and shot lists from a product image plus an ad angle (unboxing, testimonial, lifestyle demo, problem-solution, before-after, or freeform), fires prompts to Seedance, downloads every clip, and stitches them into one finished vertical ad with ffmpeg. Use whenever the user wants to create a UGC ad, generate UGC video, make a TikTok/Reels/Meta video ad, turn a product photo into video, clone a UGC ad, or make creator-style video content for a DTC brand. Also trigger on phrases like "make me a UGC video ad," "generate a Seedance ad," "UGC from this product," or when the user drops a product image and asks for a video ad.
Assemble and cut UGC into a finished video that wins, at any length. Takes the generated clips (any number, from a few for a short ad to dozens for a 60-90 second-plus video) from a video-gen MCP (Higgsfield, Seedance) or raw UGC footage and edits them into a fast-cut, sound-off-legible, hook-first 9:16 piece that obeys the validated breakout laws. Real FFmpeg and Remotion, not hand-waving. Use when the user has clips to stitch, wants to cut footage into a short or a long video, asks to "edit the video," "stitch these clips," "add captions," "make it 9:16," or hands off rendered clips from the director skills. Pairs with the LazyReel MCP (breakout_laws for the cut rhythm) and the director skills upstream.