FINDING #3935 · UNIT ID 1161958643
lahfir/agent-desktop
Native desktop automation CLI for AI agents. Control any application through OS accessibility trees with structured JSON output and deterministic element refs.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
93% 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
9.91
ACCEL
-0.25
RETENTION
2.9%
PEAK 2026-05-02 · FORK-RETENTION 0.0% · 892 STARS / WINDOW
Author Audience
AUDIENCE
150
FOLLOWERS
51
OWNER ★
985
Engagement Signals
FORKS
57
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 892 / 892 (DIVERSITY 1.00)
Why This Is A Finding
lahfir/agent-desktop собрал 892 звёзд за окно, тогда как у автора всего 51 подписчиков — эффективная аудитория ≈ 150. Это даёт surprise-индекс 0.0523 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 45% 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 45%
VELOCITY9.913.73+6.18ABOVE 79%
RETENTION2.9%16.2%-13.3 PPABOVE 6%
FORKS5784-27ABOVE 38%
SURPRISE0.050.01+0.04ABOVE 94%