FINDING #5026 · UNIT ID 1117470788
ombharatiya/ai-system-design-guide
AI system design guide for engineers building production AI systems and evals.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
87% 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
21.47
ACCEL
+0.11
RETENTION
3.9%
PEAK 2026-05-29 · FORK-RETENTION 0.0% · 1,932 STARS / WINDOW
Author Audience
AUDIENCE
1,402
FOLLOWERS
614
OWNER ★
7,878
Engagement Signals
FORKS
458
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,932 / 1,932 (DIVERSITY 1.00)
Why This Is A Finding
ombharatiya/ai-system-design-guide собрал 1,932 звёзд за окно, тогда как у автора всего 614 подписчиков — эффективная аудитория ≈ 1,402. Это даёт surprise-индекс 0.0149 (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 21% 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 21%
VELOCITY21.473.99+17.47ABOVE 90%
RETENTION3.9%17.1%-13.3 PPABOVE 9%
FORKS45890+369ABOVE 86%
SURPRISE0.010.01+0.00ABOVE 56%