FINDING #3820 · UNIT ID 1191073059
ministackorg/ministack
Ministack: Free, open-source local AWS emulator - 55+ services, Terraform compatible, real databases. Free forever. MIT licensed.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
100% 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
S4 · MORE WINDOW STARS THAN LIVE STARS (PURGED FAKES?)
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
21.05
ACCEL
+0.09
RETENTION
4.8%
PEAK 2026-04-01 · FORK-RETENTION 0.0% · 3,789 STARS / WINDOW
Author Audience
AUDIENCE
878
FOLLOWERS
27
OWNER ★
3,816
Engagement Signals
FORKS
350
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 3,789 / 3,789 (DIVERSITY 1.00)
Why This Is A Finding
ministackorg/ministack собрал 3,789 звёзд за окно, тогда как у автора всего 27 подписчиков — эффективная аудитория ≈ 878. Это даёт surprise-индекс 0.0229 (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 36% OF 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 36%
VELOCITY21.053.29+17.76ABOVE 92%
RETENTION4.8%11.3%-6.5 PPABOVE 21%
FORKS35099+251ABOVE 82%
SURPRISE0.020.01+0.01ABOVE 82%