FINDING #7369 · UNIT ID 1394627404
keithligh/hk-traffic-intelligence
A live Hong Kong smart-city dashboard on public APIs. Harbour crossing minutes, strategic-road speed, street cameras, works, incidents, eight land control points, and Observatory warnings, drawn as one map. Traditional Chinese and English. Made in 24 hours with Cursor and Grok 4.7, for Agentic Engineer classes and guest lectures.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
58% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
Growth Telemetry
VELOCITY /D
8.86
ACCEL
+0.14
RETENTION
34.4%
PEAK 2026-10-07 · FORK-RETENTION 30.0% · 62 STARS / WINDOW
Author Audience
AUDIENCE
66
FOLLOWERS
45
OWNER ★
211
Engagement Signals
FORKS
21
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 62 / 62 (DIVERSITY 1.00)
Why This Is A Finding
keithligh/hk-traffic-intelligence собрал 62 звёзд за окно, тогда как у автора всего 45 подписчиков — эффективная аудитория ≈ 66. Это даёт surprise-индекс 0.0835 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 30.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 25% OF 9779 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9779 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 25%
VELOCITY8.863.57+5.29ABOVE 75%
RETENTION34.4%40.0%-5.6 PPABOVE 43%
FORKS21108-87ABOVE 18%
SURPRISE0.080.01+0.08ABOVE 93%