FINDING #4386 · UNIT ID 1176239066
securo-finance/securo
Open-source personal finance manager. Self-hosted, privacy-first.
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:
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
7.67
ACCEL
+0.00
RETENTION
10.6%
PEAK 2026-05-30 · FORK-RETENTION 0.0% · 690 STARS / WINDOW
Author Audience
AUDIENCE
263
FOLLOWERS
12
OWNER ★
1,194
Engagement Signals
FORKS
168
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 690 / 690 (DIVERSITY 1.00)
Why This Is A Finding
securo-finance/securo собрал 690 звёзд за окно, тогда как у автора всего 12 подписчиков — эффективная аудитория ≈ 263. Это даёт surprise-индекс 0.0253 (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 31% 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 31%
VELOCITY7.673.99+3.67ABOVE 72%
RETENTION10.6%17.1%-6.5 PPABOVE 32%
FORKS16890+79ABOVE 66%
SURPRISE0.030.01+0.01ABOVE 73%