FINDING #3436 · UNIT ID 1340540832
DEEP-JLU/Awesome-Graph-Engineering
A Survey on Ontology Engineering, Graph Engineering, Loop Engineering, Harness Engineering, Context Engineering and Prompt Engineering
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
71% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1a · OWNER ACCOUNT AND REPO CREATED SAME DAY
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
53.67
ACCEL
-51.50
RETENTION
17.6%
PEAK 2026-08-26 · FORK-RETENTION 16.7% · 161 STARS / WINDOW
Author Audience
AUDIENCE
31
FOLLOWERS
8
OWNER ★
232
Engagement Signals
FORKS
10
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 161 / 161 (DIVERSITY 1.00)
Why This Is A Finding
DEEP-JLU/Awesome-Graph-Engineering собрал 161 звёзд за окно, тогда как у автора всего 8 подписчиков — эффективная аудитория ≈ 31. Это даёт surprise-индекс 0.76 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 16.7% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 64% OF 9558 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9558 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 64%
VELOCITY53.675.67+48.00ABOVE 95%
RETENTION17.6%42.9%-25.2 PPABOVE 33%
FORKS10333-323ABOVE 7%
SURPRISE0.760.00+0.75ABOVE 100%