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reelbench-skills — Learning notes and tooling skills for AI video - AI 视频相关的学习与工具 skill

Offers curated notes and tools for building AI-powered video workflows with ffmpeg integration.

Steady
Signal score
12
as of 35d ago
Sources
3
agreeing on claude
Trajectory
⏳ Too early
needs a few more snapshots

Why this scored 12

every term, weighted
Velocity+0.0 / 40

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

Acceleration+12.2 / 25

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

Cross-source spread+16.7 / 25

How many independent communities are talking about the same entity

Recency+0.2 / 10

Decays to zero over 14 days

Saturation penalty−17.3 / 30

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

Composite11.8

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

Signal history

7-day window (free)
Not enough history yet — the trend line fills in as snapshots accrue (every 30 min).

Entities

reelbenchffmpegclaude
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[![Signalcrest signal](https://www.signalcrest.app/api/badge/gh%3A1365350772)](https://www.signalcrest.app/topic/gh%3A1365350772)

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