FINDING #504 · UNIT ID 1168426240
Rose22/openlumara
AI agent framework, written from scratch (not based on openclaw), focused on stripping it down to the bare necessities, optimizing token count, reducing security risks. modular so you can enable only exactly what you need.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
96% 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
4.32
ACCEL
+0.10
RETENTION
5.2%
PEAK 2026-06-06 · FORK-RETENTION 0.0% · 389 STARS / WINDOW
Author Audience
AUDIENCE
58
FOLLOWERS
15
OWNER ★
427
Engagement Signals
FORKS
43
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 389 / 389 (DIVERSITY 1.00)
Why This Is A Finding
Rose22/openlumara собрал 389 звёзд за окно, тогда как у автора всего 15 подписчиков — эффективная аудитория ≈ 58. Это даёт surprise-индекс 0.0442 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 33% OF 751 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 751 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 33%
VELOCITY4.326.61-2.29ABOVE 36%
RETENTION5.2%22.2%-17.1 PPABOVE 12%
FORKS4397-54ABOVE 32%
SURPRISE0.040.03+0.02ABOVE 75%