FINDING #2688 · 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)
9% 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
1.88
ACCEL
+0.00
RETENTION
15.1%
PEAK 2026-03-17 · FORK-RETENTION 93.1% · 339 STARS / WINDOW
Author Audience
AUDIENCE
388
FOLLOWERS
0
OWNER ★
3,883
Engagement Signals
FORKS
896
ISSUE AUTH
0
PR AUTH
3
UNIQUE STARGAZERS 339 / 339 (DIVERSITY 1.00)
Why This Is A Finding
paullarionov/claude-certified-architect собрал 339 звёзд за окно, тогда как у автора всего 0 подписчиков — эффективная аудитория ≈ 388. Это даёт surprise-индекс 0.0044 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 93.1% и 3 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 10% OF 2987 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 2987 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 10%
VELOCITY1.882.84-0.96ABOVE 21%
RETENTION15.1%6.8%+8.2 PPABOVE 80%
FORKS8961,068-172ABOVE 46%
SURPRISE0.000.00+0.00ABOVE 85%