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xiaohongshu-ai-workbench — 《小红书运营手册 · AI工作台》: free Codex Skills for Xiaohongshu operations

ai workbench for xiaohongshu

Steady

signal score

🔗 2

sources · codex

⏳ Too early

trajectory — needs a few more hourly snapshots

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Why this scored 0

every term, weighted

Velocity+0.4 / 40 max

Engagement per hour, normalized against the fastest item on its own source

Acceleration+0.1 / 25 max

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

Cross-source spread+2.8 / 25 max

How many independent communities are talking about the same entity

Recency+0.9 / 10 max

Decays to zero over 14 days

Saturation penalty−13.4 / 30 max

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

Composite-9.2 → clamped to 0

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. Full methodology

Signal history

7-day window (free)

Entities

xiaohongshucodex

Embed a live signal badge

[![Signalcrest signal](https://www.signalcrest.app/api/badge/gh%3A1299460293)](https://www.signalcrest.app/topic/gh%3A1299460293)

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