FINDING #3839 · UNIT ID 1207008530
melandlabs/openloomi
OpenLoomi is an open-source AI coworker and workspace for builders who want local-first work memory around their AI agents
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
99% 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
7.22
ACCEL
+0.18
RETENTION
24.1%
PEAK 2026-06-14 · FORK-RETENTION 0.0% · 650 STARS / WINDOW
Author Audience
AUDIENCE
153
FOLLOWERS
10
OWNER ★
663
Engagement Signals
FORKS
35
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 650 / 650 (DIVERSITY 1.00)
Why This Is A Finding
melandlabs/openloomi собрал 650 звёзд за окно, тогда как у автора всего 10 подписчиков — эффективная аудитория ≈ 153. Это даёт surprise-индекс 0.0375 (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 40% 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 40%
VELOCITY7.223.99+3.23ABOVE 70%
RETENTION24.1%17.1%+7.0 PPABOVE 66%
FORKS3590-54ABOVE 23%
SURPRISE0.040.01+0.03ABOVE 86%