FINDING #7351 · UNIT ID 1336946059
dingtongbin/AceShell
AceShell is a desktop remote login tool built with Go and Wails3.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
67% 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
13.43
ACCEL
+1.61
RETENTION
14.7%
PEAK 2026-09-04 · FORK-RETENTION 0.0% · 94 STARS / WINDOW
Author Audience
AUDIENCE
15
FOLLOWERS
0
OWNER ★
147
Engagement Signals
FORKS
2
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 94 / 94 (DIVERSITY 1.00)
Why This Is A Finding
dingtongbin/AceShell собрал 94 звёзд за окно, тогда как у автора всего 0 подписчиков — эффективная аудитория ≈ 15. Это даёт surprise-индекс 0.25 (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 25% OF 9774 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9774 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 25%
VELOCITY13.433.57+9.86ABOVE 83%
RETENTION14.7%39.3%-24.6 PPABOVE 18%
FORKS2102-100ABOVE 3%
SURPRISE0.250.01+0.24ABOVE 99%