FINDING #5603 · 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)
99% 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
1.72
ACCEL
+0.01
RETENTION
15.3%
PEAK 2026-03-06 · FORK-RETENTION 0.0% · 309 STARS / WINDOW
Author Audience
AUDIENCE
3,929
FOLLOWERS
778
OWNER ★
31,510
Engagement Signals
FORKS
55
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 309 / 309 (DIVERSITY 1.00)
Why This Is A Finding
barry-ran/QuickDesk собрал 309 звёзд за окно, тогда как у автора всего 778 подписчиков — эффективная аудитория ≈ 3,929. Это даёт surprise-индекс 0.000433 (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 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 6%
VELOCITY1.723.29-1.58ABOVE 10%
RETENTION15.3%11.3%+3.9 PPABOVE 61%
FORKS5599-44ABOVE 31%
SURPRISE0.000.01-0.01ABOVE 10%