FINDING #4422 · UNIT ID 1152784189
openteams-lab/openteams
Plan, Build, and Ship — with a team of AI agents instead of one
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
65% 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
3.64
ACCEL
-0.06
RETENTION
8.3%
PEAK 2026-04-28 · FORK-RETENTION 0.0% · 328 STARS / WINDOW
Author Audience
AUDIENCE
107
FOLLOWERS
3
OWNER ★
506
Engagement Signals
FORKS
58
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 328 / 328 (DIVERSITY 1.00)
Why This Is A Finding
openteams-lab/openteams собрал 328 звёзд за окно, тогда как у автора всего 3 подписчиков — эффективная аудитория ≈ 107. Это даёт surprise-индекс 0.0248 (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 31% 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 31%
VELOCITY3.643.99-0.35ABOVE 47%
RETENTION8.3%17.1%-8.8 PPABOVE 24%
FORKS5890-31ABOVE 37%
SURPRISE0.020.01+0.01ABOVE 72%