FINDING #5653 · UNIT ID 1085848299
girijesh-ai/ai-interview-codex
Comprehensive ML/AI interview codex with iterative system design, production-ready code, and 2026 standards. Includes LLM/GenAI, RAG systems, agentic AI, and algorithms from scratch.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
97% 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
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
2.52
ACCEL
+0.01
RETENTION
2.3%
PEAK 2026-04-18 · FORK-RETENTION 0.0% · 453 STARS / WINDOW
Author Audience
AUDIENCE
62
FOLLOWERS
14
OWNER ★
478
Engagement Signals
FORKS
78
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 453 / 453 (DIVERSITY 1.00)
Why This Is A Finding
girijesh-ai/ai-interview-codex собрал 453 звёзд за окно, тогда как у автора всего 14 подписчиков — эффективная аудитория ≈ 62. Это даёт surprise-индекс 0.0247 (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 37% OF 8934 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 8934 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 37%
VELOCITY2.523.18-0.66ABOVE 37%
RETENTION2.3%9.9%-7.6 PPABOVE 9%
FORKS78107-29ABOVE 40%
SURPRISE0.020.01+0.02ABOVE 87%