FINDING #3474 · UNIT ID 1402218524
Aryanutkarsh/SeeCode
Animated, explorable diagrams for Claude and other coding agents, from a short JSON spec.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
75% 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
69.43
ACCEL
-5.57
RETENTION
38.3%
PEAK 2026-10-12 · FORK-RETENTION 63.0% · 486 STARS / WINDOW
Author Audience
AUDIENCE
88
FOLLOWERS
23
OWNER ★
648
Engagement Signals
FORKS
35
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 486 / 486 (DIVERSITY 1.00)
Why This Is A Finding
Aryanutkarsh/SeeCode собрал 486 звёзд за окно, тогда как у автора всего 23 подписчиков — эффективная аудитория ≈ 88. Это даёт surprise-индекс 0.54 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 63.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 64% OF 9651 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9651 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 64%
VELOCITY69.433.14+66.29ABOVE 97%
RETENTION38.3%16.7%+21.7 PPABOVE 73%
FORKS35277-242ABOVE 17%
SURPRISE0.540.00+0.54ABOVE 100%