FINDING #1131 · UNIT ID 1181765719
paullarionov/claude-certified-architect
This repository contains study materials for the **Claude Certified Architect — Foundations** certification.
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:
S6 · OWNER HAS ALMOST NO FOLLOWERS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S9 · CREATED JUST BEFORE WINDOW, STARS INVISIBLE IN ARCHIVE
Growth Telemetry
VELOCITY /D
1.79
ACCEL
-0.04
RETENTION
10.3%
PEAK 2026-04-26 · FORK-RETENTION 70.7% · 161 STARS / WINDOW
Author Audience
AUDIENCE
388
FOLLOWERS
0
OWNER ★
3,883
Engagement Signals
FORKS
896
ISSUE AUTH
0
PR AUTH
2
UNIQUE STARGAZERS 161 / 161 (DIVERSITY 1.00)
Why This Is A Finding
paullarionov/claude-certified-architect собрал 161 звёзд за окно, тогда как у автора всего 0 подписчиков — эффективная аудитория ≈ 388. Это даёт surprise-индекс 0.00418 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 70.7% и 2 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 15% OF 1335 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 1335 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 15%
VELOCITY1.792.82-1.03ABOVE 17%
RETENTION10.3%8.4%+1.9 PPABOVE 58%
FORKS8961,463-567ABOVE 39%
SURPRISE0.000.00+0.00ABOVE 88%