← all video builds ~/builds $ ./forward-recap.py --grasp "<topic>"

Type a topic. Get the recap.

An agentic recap build. Drop in a category, a theme, or a bare phrase — an agent grasps the trending story at its centre, runs the recap workflow, and renders a vertical video, an analytics brief, a 3D sources-pull radar, a vertical relationship map and the cast behind the story. The story stays centralised on its originator.

trend agenttiered sourcing3D radarcast visuals1080×1920
live demo

Give it a category. Watch the agent work.

Type a category, a theme, or direct language. The loading screen streams every step; the result renders below in the live format.

●
Give me a category (beauty industry drama), a theme (NBA trade drama), or a phrase (that $1,000 sew-in). I’ll find the story at the centre and build the recap.
$
the loop

The recap, as a GIF.

Share-ready, rounded, infinite loop.

what it is

An agent that keeps the story central.

Grasps the topic

Turns a category or phrase into a concrete trending story, grounded in real TikTok search signals.

Tiers every clip

Scores sources into main / updates / commentary / tertiary and drops everything off-topic.

Analytics + 3D radar

A metrics card plus a movable 3D sources-pull radar across the debate's dimensions.

Cast with images

Protagonists and antagonists with retrieved crests/headshots and fold-in lines.

compare & contrast

Chinchilla build vs. Higgsfield AI models.

Our builds are deterministic code + real source clips. Higgsfield’s lineup is generative AI — different tools, different jobs.

dimension
this build
higgsfield ai
Source material
Real clips gathered from the actual story, relevance-tiered.
Generated footage that didn’t happen.
Story focus
Centralised on the originator — main creator leads, periphery is a send-off.
Prompt-steered; no notion of who the story is about.
Cost model
Free to unlock — a 60s sponsor view covers the render workload, then free local runs.
Per-generation credits.
Best for
Daily trend recaps you can re-run on any topic.
Scenes that don’t exist, actors, b-roll.
free unlocked by a 60s sponsor view

Forward Recap build

The full agent + tiered pipeline, the live result format (analytics, 3D radar, cast images), and the loading-screen UI — as a downloadable .md for AI agents.

Unlock the .md →