FINDING #484 · 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)
9% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
9.00
ACCEL
0.00
RETENTION
0.0%
PEAK 2026-10-08 · FORK-RETENTION 0.0% · 9 STARS / WINDOW
Author Audience
AUDIENCE
65
FOLLOWERS
45
OWNER ★
211
Engagement Signals
FORKS
21
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 9 / 9 (DIVERSITY 1.00)
Why This Is A Finding
keithligh/hk-traffic-intelligence собрал 9 звёзд за окно, тогда как у автора всего 45 подписчиков — эффективная аудитория ≈ 65. Это даёт surprise-индекс 0.0859 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 92% OF 6083 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6083 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.030.00+0.03ABOVE 92%
VELOCITY9.0010.00-1.00ABOVE 44%
RETENTION0.0%0.0%0.0 PPABOVE 0%
FORKS21410-389ABOVE 10%
SURPRISE0.090.01+0.08ABOVE 88%