FINDING #5420 · UNIT ID 1335721568
Tavotto/Tavotto
Make AI-generated scientific figures editable without losing the code behind them.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
43% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1b · REPO PREDATES ITS OWNER ACCOUNT (TRANSFERRED / RE-CREATED)
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S11 · ONE ACCOUNT GENERATES MOST OF THE "COMMUNITY" ACTIVITY
Growth Telemetry
VELOCITY /D
23.00
ACCEL
+5.86
RETENTION
45.6%
PEAK 2026-09-21 · FORK-RETENTION 0.0% · 161 STARS / WINDOW
Author Audience
AUDIENCE
81
FOLLOWERS
3
OWNER ★
375
Engagement Signals
FORKS
16
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 161 / 161 (DIVERSITY 1.00)
Why This Is A Finding
Tavotto/Tavotto собрал 161 звёзд за окно, тогда как у автора всего 3 подписчиков — эффективная аудитория ≈ 81. Это даёт surprise-индекс 0.19 (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 9770 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9770 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 45%
VELOCITY23.003.57+19.43ABOVE 89%
RETENTION45.6%40.0%+5.6 PPABOVE 59%
FORKS1692-76ABOVE 16%
SURPRISE0.190.01+0.18ABOVE 98%