FINDING #534 · UNIT ID 1266695553
SenteLabsAI/OpenExecutive
AI-powered virtual executive team — a single coherent executive persona backed by 8 specialist agents (FastAPI + Next.js).
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
4% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1a · OWNER ACCOUNT AND REPO CREATED SAME DAY
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S9 · CREATED JUST BEFORE WINDOW, STARS INVISIBLE IN ARCHIVE
Growth Telemetry
VELOCITY /D
2.22
ACCEL
+0.12
RETENTION
7.7%
PEAK 2026-09-16 · FORK-RETENTION 12.0% · 200 STARS / WINDOW
Author Audience
AUDIENCE
1,085
FOLLOWERS
47
OWNER ★
4,955
Engagement Signals
FORKS
512
ISSUE AUTH
0
PR AUTH
10
UNIQUE STARGAZERS 198 / 200 (DIVERSITY 0.99)
Why This Is A Finding
SenteLabsAI/OpenExecutive собрал 200 звёзд за окно, тогда как у автора всего 47 подписчиков — эффективная аудитория ≈ 1,085. Это даёт surprise-индекс 0.00198 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 12.0% и 10 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 12% OF 608 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 608 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 12%
VELOCITY2.222.88-0.66ABOVE 31%
RETENTION7.7%18.2%-10.5 PPABOVE 21%
FORKS5121,976-1,463ABOVE 28%
SURPRISE0.000.00+0.00ABOVE 72%