FINDING #4604 · UNIT ID 1209567936
jeremiaa/magic-frame
Self-hosted home display — part photo frame, part family board, part Home Assistant dashboard. Drag-&-drop, live sync, Immich wallpapers. No cloud.
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:
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
3.13
ACCEL
+0.06
RETENTION
5.6%
PEAK 2026-05-31 · FORK-RETENTION 0.0% · 282 STARS / WINDOW
Author Audience
AUDIENCE
28
FOLLOWERS
0
OWNER ★
282
Engagement Signals
FORKS
8
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 282 / 282 (DIVERSITY 1.00)
Why This Is A Finding
jeremiaa/magic-frame собрал 282 звёзд за окно, тогда как у автора всего 0 подписчиков — эффективная аудитория ≈ 28. Это даёт surprise-индекс 0.0459 (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 7217 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 7217 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 36%
VELOCITY3.133.73-0.60ABOVE 42%
RETENTION5.6%16.2%-10.6 PPABOVE 16%
FORKS884-76ABOVE 4%
SURPRISE0.050.01+0.03ABOVE 92%