FINDING #3529 · 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
9.88
ACCEL
-0.24
RETENTION
2.9%
PEAK 2026-05-02 · FORK-RETENTION 0.0% · 889 STARS / WINDOW
Author Audience
AUDIENCE
149
FOLLOWERS
51
OWNER ★
981
Engagement Signals
FORKS
56
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 889 / 889 (DIVERSITY 1.00)
Why This Is A Finding
lahfir/agent-desktop собрал 889 звёзд за окно, тогда как у автора всего 51 подписчиков — эффективная аудитория ≈ 149. Это даёт surprise-индекс 0.0522 (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 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 45%
VELOCITY9.883.99+5.88ABOVE 77%
RETENTION2.9%17.1%-14.2 PPABOVE 6%
FORKS5690-33ABOVE 36%
SURPRISE0.050.01+0.04ABOVE 94%