FINDING #4727 · UNIT ID 926306695
Team-Commonly/commonly
Open-source workspace where your agents and team share one memory. Any runtime, your infra — self-host in one command, no per-agent fees.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
89% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1a · OWNER ACCOUNT AND REPO CREATED SAME DAY
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
12.46
ACCEL
+0.02
RETENTION
31.0%
PEAK 2026-07-07 · FORK-RETENTION 0.0% · 1,121 STARS / WINDOW
Author Audience
AUDIENCE
627
FOLLOWERS
188
OWNER ★
1,253
Engagement Signals
FORKS
177
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,121 / 1,121 (DIVERSITY 1.00)
Why This Is A Finding
Team-Commonly/commonly собрал 1,121 звёзд за окно, тогда как у автора всего 188 подписчиков — эффективная аудитория ≈ 627. Это даёт surprise-индекс 0.0187 (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 26% 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 26%
VELOCITY12.463.99+8.46ABOVE 82%
RETENTION31.0%17.1%+13.9 PPABOVE 78%
FORKS17790+88ABOVE 67%
SURPRISE0.020.01+0.01ABOVE 62%