FINDING #3224 · UNIT ID 1374789451
kuhnhomeuk-cell/procedural-film
Agent skill: turn a topic into a 30s vertical film drawn and scored entirely in JavaScript. Reference film: the life of a monarch butterfly.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
50% 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
57.00
ACCEL
+31.50
RETENTION
80.0%
PEAK 2026-09-23 · FORK-RETENTION 50.0% · 171 STARS / WINDOW
Author Audience
AUDIENCE
44
FOLLOWERS
9
OWNER ★
346
Engagement Signals
FORKS
37
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 171 / 171 (DIVERSITY 1.00)
Why This Is A Finding
kuhnhomeuk-cell/procedural-film собрал 171 звёзд за окно, тогда как у автора всего 9 подписчиков — эффективная аудитория ≈ 44. Это даёт surprise-индекс 0.68 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 50.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 66% 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 66%
VELOCITY57.005.67+51.33ABOVE 95%
RETENTION80.0%44.1%+35.9 PPABOVE 84%
FORKS37324-287ABOVE 17%
SURPRISE0.680.00+0.68ABOVE 100%