FINDING #7401 · UNIT ID 1322626201
FinanceFlash/unvibecode
Complex code hides connections, workflows, and business risks.Unvibe complex code. Trace business workflows.
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:
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
10.67
ACCEL
+0.68
RETENTION
0.0%
PEAK 2026-10-27 · FORK-RETENTION 0.0% · 320 STARS / WINDOW
Author Audience
AUDIENCE
108
FOLLOWERS
9
OWNER ★
448
Engagement Signals
FORKS
97
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 320 / 320 (DIVERSITY 1.00)
Why This Is A Finding
FinanceFlash/unvibecode собрал 320 звёзд за окно, тогда как у автора всего 9 подписчиков — эффективная аудитория ≈ 108. Это даёт surprise-индекс 0.0723 (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 24% OF 9690 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9690 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 24%
VELOCITY10.673.77+6.90ABOVE 80%
RETENTION0.0%19.2%-19.2 PPABOVE 0%
FORKS97181-84ABOVE 37%
SURPRISE0.070.01+0.07ABOVE 96%