FINDING #4949 · UNIT ID 1079155251
Lumen-Labs/brainapi2
BrainAPI is a knowledge graph–powered AI memory layer that transforms unstructured data into structured knowledge, enabling intelligent search, recommendations, and contextual memory for AI agents and applications.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
85% 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
Growth Telemetry
VELOCITY /D
1.58
ACCEL
-0.03
RETENTION
6.1%
PEAK 2026-04-21 · FORK-RETENTION 0.0% · 142 STARS / WINDOW
Author Audience
AUDIENCE
58
FOLLOWERS
8
OWNER ★
210
Engagement Signals
FORKS
22
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 142 / 142 (DIVERSITY 1.00)
Why This Is A Finding
Lumen-Labs/brainapi2 собрал 142 звёзд за окно, тогда как у автора всего 8 подписчиков — эффективная аудитория ≈ 58. Это даёт surprise-индекс 0.0161 (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 22% 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 22%
VELOCITY1.583.99-2.42ABOVE 3%
RETENTION6.1%17.1%-11.1 PPABOVE 16%
FORKS2290-67ABOVE 13%
SURPRISE0.020.01+0.00ABOVE 58%