FINDING #5127 · UNIT ID 1151301762
lee-to/ai-factory
You want to build with AI, but setting up the right context, prompts, and workflows takes time. AI Factory handles all of that so you can focus on what matters — shipping quality code.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
54% 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
Growth Telemetry
VELOCITY /D
6.27
ACCEL
-0.09
RETENTION
9.3%
PEAK 2026-05-02 · FORK-RETENTION 0.0% · 564 STARS / WINDOW
Author Audience
AUDIENCE
443
FOLLOWERS
261
OWNER ★
1,823
Engagement Signals
FORKS
89
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 564 / 564 (DIVERSITY 1.00)
Why This Is A Finding
lee-to/ai-factory собрал 564 звёзд за окно, тогда как у автора всего 261 подписчиков — эффективная аудитория ≈ 443. Это даёт surprise-индекс 0.013 (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 20% 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 20%
VELOCITY6.273.99+2.27ABOVE 66%
RETENTION9.3%17.1%-7.8 PPABOVE 28%
FORKS8990-0ABOVE 50%
SURPRISE0.010.01+0.00ABOVE 52%