Skip to content
Signalcrest
← Back to feed
githubdevtools

no-negative-echo — 让 Codex 根据最终结果生成标题、注释、commit 和 PR,减少被否决方案在交付中的残留。

Codex can auto-create titles, comments, commits and PRs to cut rejected changes.

Steady

23

signal score

🔗 2

sources · codex

Cooling

7-day est. ~10

Why this scored 23

every term, weighted
Velocity+0.9 / 40 max

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

Acceleration+12.6 / 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+5.1 / 10 max

Decays to zero over 14 days

Saturation penalty8.2 / 30 max

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

Composite22.9

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

~10

range 022

14-day

~0

range 012

30-day

~0

range 00

Signal history

7-day window (free)

— — projected trajectory (estimate, not a guarantee)

Entities

codex
Embed a live signal badge
Signalcrest signal badge
[![Signalcrest signal](https://www.signalcrest.app/api/badge/gh%3A1341669331)](https://www.signalcrest.app/topic/gh%3A1341669331)

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