FINDING #3573 · UNIT ID 1205273097
angelnicolasc/graymatter
Three lines of code to give your AI agents persistent memory. Reduce 90% token consumption while also maintaining quality.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
98% 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
4.81
ACCEL
-0.21
RETENTION
5.1%
PEAK 2026-04-19 · FORK-RETENTION 0.0% · 433 STARS / WINDOW
Author Audience
AUDIENCE
57
FOLLOWERS
12
OWNER ★
448
Engagement Signals
FORKS
34
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 433 / 433 (DIVERSITY 1.00)
Why This Is A Finding
angelnicolasc/graymatter собрал 433 звёзд за окно, тогда как у автора всего 12 подписчиков — эффективная аудитория ≈ 57. Это даёт surprise-индекс 0.0497 (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 44% 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 44%
VELOCITY4.813.99+0.82ABOVE 57%
RETENTION5.1%17.1%-12.0 PPABOVE 13%
FORKS3490-55ABOVE 22%
SURPRISE0.050.01+0.04ABOVE 93%