FINDING #6820 · UNIT ID 1135556220
barry-ran/QuickDesk
QuickDesk is the first AI-native remote desktop — an open-source, free application with a built-in MCP (Model Context Protocol) Server that lets any AI agent see and control remote computers.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
54% 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
Growth Telemetry
VELOCITY /D
1.88
ACCEL
+0.02
RETENTION
32.7%
PEAK 2026-05-25 · FORK-RETENTION 0.0% · 169 STARS / WINDOW
Author Audience
AUDIENCE
3,933
FOLLOWERS
778
OWNER ★
31,550
Engagement Signals
FORKS
56
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 169 / 169 (DIVERSITY 1.00)
Why This Is A Finding
barry-ran/QuickDesk собрал 169 звёзд за окно, тогда как у автора всего 778 подписчиков — эффективная аудитория ≈ 3,933. Это даёт surprise-индекс 0.000473 (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 6% 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 6%
VELOCITY1.883.73-1.86ABOVE 14%
RETENTION32.7%16.2%+16.5 PPABOVE 82%
FORKS5684-28ABOVE 38%
SURPRISE0.000.01-0.01ABOVE 10%