Skip to content
Signalcrest
← Back to feed
githubai

lanshu-create-ai-presenter-video — Provider-neutral Codex Skill for producing verified AI presenter videos from a script and an authorized p

Codex skill generates verified AI presenter videos from scripts, enabling digital-human content creation.

Steady

20

signal score

🔗 2

sources · codex

Cooling

7-day est. ~0

Why this scored 20

every term, weighted
Velocity+0.0 / 40 max

Engagement gained per hour since the last capture, against the fastest item on its own source

Acceleration+12.0 / 25 max

Whether that velocity is itself speeding up, as a per-hour rate

Cross-source spread+12.5 / 25 max

How many independent communities are talking about the same entity

Recency+4.7 / 10 max

Decays to zero over 14 days

Saturation penalty9.4 / 30 max

Subtracted once something is big and old — we rank what's next, not what's peaked

Composite19.8

Weights are hand-tuned, not learned — we're calibrating them against realized trends as history accumulates. On a topic's first sighting there's no previous reading to compare against, so acceleration starts from a neutral prior rather than a measurement, and velocity falls back to engagement over its whole lifetime until a second reading exists. Full methodology

Outlook

medium confidence · estimate, not a guarantee

7-day

~0

range 00

14-day

~0

range 00

30-day

~0

range 00

Signal history

7-day window (free)

— — projected trajectory (estimate, not a guarantee)

Entities

lanshucreateaipresentervideocodexdigitalhuman
Embed a live signal badge
Signalcrest signal badge
[![Signalcrest signal](https://www.signalcrest.app/api/badge/gh%3A1340743476)](https://www.signalcrest.app/topic/gh%3A1340743476)

Drop this in a README or blog post — it updates automatically as the score moves.