FINDING #4478 · UNIT ID 1134772473
evidentloop/sopify
Resumable, traceable AI coding — plans, handoffs, and evidence stay with the repo across hosts.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
82% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1b · REPO PREDATES ITS OWNER ACCOUNT (TRANSFERRED / RE-CREATED)
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
3.18
ACCEL
+0.04
RETENTION
51.4%
PEAK 2026-07-07 · FORK-RETENTION 0.0% · 286 STARS / WINDOW
Author Audience
AUDIENCE
106
FOLLOWERS
18
OWNER ★
352
Engagement Signals
FORKS
26
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 286 / 286 (DIVERSITY 1.00)
Why This Is A Finding
evidentloop/sopify собрал 286 звёзд за окно, тогда как у автора всего 18 подписчиков — эффективная аудитория ≈ 106. Это даёт surprise-индекс 0.0217 (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 30% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 30%
VELOCITY3.183.99-0.82ABOVE 41%
RETENTION51.4%17.1%+34.3 PPABOVE 96%
FORKS2690-63ABOVE 16%
SURPRISE0.020.01+0.01ABOVE 67%