FINDING #3484 · UNIT ID 1195188258
adrida/tracer
TRACER: replace 90%+ of your LLM classification calls with a traditional ML model. Formal parity guarantees. Self-improving.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
89% 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
10.09
ACCEL
+0.24
RETENTION
36.3%
PEAK 2026-06-09 · FORK-RETENTION 0.0% · 908 STARS / WINDOW
Author Audience
AUDIENCE
157
FOLLOWERS
49
OWNER ★
1,079
Engagement Signals
FORKS
66
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 908 / 908 (DIVERSITY 1.00)
Why This Is A Finding
adrida/tracer собрал 908 звёзд за окно, тогда как у автора всего 49 подписчиков — эффективная аудитория ≈ 157. Это даёт surprise-индекс 0.0512 (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 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%
VELOCITY10.093.99+6.09ABOVE 78%
RETENTION36.3%17.1%+19.1 PPABOVE 86%
FORKS6690-23ABOVE 41%
SURPRISE0.050.01+0.04ABOVE 94%