FINDING #4706 · UNIT ID 1126841377
ChathurangaVKD/AWS-Certified-Solutions-Architect-Associate-SAA-C03
Study notes, architecture diagrams, hands-on labs, and exam-focused summaries for the AWS Certified Solutions Architect – Associate (SAA-C03) certification.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
76% 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
Growth Telemetry
VELOCITY /D
1.50
ACCEL
+0.02
RETENTION
23.8%
PEAK 2026-06-10 · FORK-RETENTION 0.0% · 135 STARS / WINDOW
Author Audience
AUDIENCE
38
FOLLOWERS
19
OWNER ★
187
Engagement Signals
FORKS
75
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 135 / 135 (DIVERSITY 1.00)
Why This Is A Finding
ChathurangaVKD/AWS-Certified-Solutions-Architect-Associate-SAA-C03 собрал 135 звёзд за окно, тогда как у автора всего 19 подписчиков — эффективная аудитория ≈ 38. Это даёт surprise-индекс 0.0193 (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 26% 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 26%
VELOCITY1.503.99-2.49ABOVE 0%
RETENTION23.8%17.1%+6.7 PPABOVE 65%
FORKS7590-14ABOVE 45%
SURPRISE0.020.01+0.01ABOVE 63%