FINDING #9640 · UNIT ID 1316724015
shogunwizardfoundry/sigma-key-hub-turbo
Sigma Key Hub Turbo
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
73% 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
S6 · OWNER HAS ALMOST NO FOLLOWERS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
16.57
ACCEL
+4.14
RETENTION
0.0%
PEAK 2026-08-09 · FORK-RETENTION 0.0% · 116 STARS / WINDOW
Author Audience
AUDIENCE
16
FOLLOWERS
0
OWNER ★
159
Engagement Signals
FORKS
0
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 116 / 116 (DIVERSITY 1.00)
Why This Is A Finding
shogunwizardfoundry/sigma-key-hub-turbo собрал 116 звёзд за окно, тогда как у автора всего 0 подписчиков — эффективная аудитория ≈ 16. Это даёт surprise-индекс 0.30 (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 1% OF 9726 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9726 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 1%
VELOCITY16.573.43+13.14ABOVE 87%
RETENTION0.0%33.3%-33.3 PPABOVE 0%
FORKS0130-130ABOVE 0%
SURPRISE0.300.01+0.29ABOVE 99%