FINDING #5147 · UNIT ID 1172782796
AI-Shell-Team/aish
Empower the Shell to think. Evolve Operations.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
52% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1a · OWNER ACCOUNT AND REPO CREATED SAME DAY
S1b · REPO PREDATES ITS OWNER ACCOUNT (TRANSFERRED / RE-CREATED)
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
3.07
ACCEL
-0.02
RETENTION
21.9%
PEAK 2026-04-27 · FORK-RETENTION 0.0% · 276 STARS / WINDOW
Author Audience
AUDIENCE
210
FOLLOWERS
52
OWNER ★
528
Engagement Signals
FORKS
104
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 276 / 276 (DIVERSITY 1.00)
Why This Is A Finding
AI-Shell-Team/aish собрал 276 звёзд за окно, тогда как у автора всего 52 подписчиков — эффективная аудитория ≈ 210. Это даёт surprise-индекс 0.0123 (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 19% 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 19%
VELOCITY3.073.99-0.93ABOVE 39%
RETENTION21.9%17.1%+4.8 PPABOVE 61%
FORKS10490+15ABOVE 54%
SURPRISE0.010.01+0.00ABOVE 50%