FINDING #3664 · 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)
25% 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
31.00
ACCEL
-11.00
RETENTION
55.7%
PEAK 2026-09-22 · FORK-RETENTION 0.0% · 93 STARS / WINDOW
Author Audience
AUDIENCE
81
FOLLOWERS
3
OWNER ★
375
Engagement Signals
FORKS
16
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 93 / 93 (DIVERSITY 1.00)
Why This Is A Finding
Tavotto/Tavotto собрал 93 звёзд за окно, тогда как у автора всего 3 подписчиков — эффективная аудитория ≈ 81. Это даёт surprise-индекс 0.26 (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 62% OF 9535 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9535 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 62%
VELOCITY31.005.67+25.33ABOVE 91%
RETENTION55.7%44.1%+11.6 PPABOVE 62%
FORKS16324-308ABOVE 9%
SURPRISE0.260.00+0.25ABOVE 98%