FINDING #4659 · 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)
57% 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
12.43
ACCEL
-0.87
RETENTION
22.3%
PEAK 2026-06-16 · FORK-RETENTION 0.0% · 373 STARS / WINDOW
Author Audience
AUDIENCE
153
FOLLOWERS
10
OWNER ★
663
Engagement Signals
FORKS
35
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 373 / 373 (DIVERSITY 1.00)
Why This Is A Finding
melandlabs/openloomi собрал 373 звёзд за окно, тогда как у автора всего 10 подписчиков — эффективная аудитория ≈ 153. Это даёт surprise-индекс 0.0646 (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 26% OF 6295 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 26%
VELOCITY12.434.23+8.20ABOVE 79%
RETENTION22.3%29.4%-7.1 PPABOVE 35%
FORKS3592-57ABOVE 25%
SURPRISE0.060.01+0.05ABOVE 91%