FINDING #3553 · UNIT ID 1398418891
Chengjun023/agent-smith
Token 超支？快给史密斯打电话！ Better Call Smith. Adaptive model routing, a glassy Codex usage monitor, and reproducible benchmarks with receipts.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
60% 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
94.00
ACCEL
+82.50
RETENTION
0.0%
PEAK 2026-10-07 · FORK-RETENTION 0.0% · 282 STARS / WINDOW
Author Audience
AUDIENCE
51
FOLLOWERS
4
OWNER ★
470
Engagement Signals
FORKS
7
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 282 / 282 (DIVERSITY 1.00)
Why This Is A Finding
Chengjun023/agent-smith собрал 282 звёзд за окно, тогда как у автора всего 4 подписчиков — эффективная аудитория ≈ 51. Это даёт surprise-индекс 1.03 (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 57% OF 8356 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 8356 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 57%
VELOCITY94.005.67+88.33ABOVE 97%
RETENTION0.0%40.0%-40.0 PPABOVE 0%
FORKS7320-312ABOVE 5%
SURPRISE1.030.00+1.03ABOVE 100%