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githubai

wechat-intelligence-hub — Local-first WeChat intelligence system with a read-only CLI, Codex skills, searchable chat history, daily briefing

Local-first AI adds searchable history and daily briefings to WeChat via CLI.

Steady

15

signal score

Accelerating

7-day est. ~78

Why this scored 15

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+11.4 / 25 max

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

Cross-source spread+0.0 / 25 max

How many independent communities are talking about the same entity

Recency+7.7 / 10 max

Decays to zero over 14 days

Saturation penalty4.5 / 30 max

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

Composite14.5

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

low confidence · estimate, not a guarantee

7-day

~78

range 3689

14-day

~87

range 43100

30-day

~92

range 43100

Signal history

7-day window (free)

— — projected trajectory (estimate, not a guarantee)

Entities

wechatintelligencehubwechat
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