FINDING #7509 · 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)
7% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
2.71
ACCEL
-0.57
RETENTION
33.3%
PEAK 2026-08-25 · FORK-RETENTION 87.5% · 19 STARS / WINDOW
Author Audience
AUDIENCE
50
FOLLOWERS
23
OWNER ★
274
Engagement Signals
FORKS
113
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 19 / 19 (DIVERSITY 1.00)
Why This Is A Finding
ChathurangaVKD/AWS-Certified-Solutions-Architect-Associate-SAA-C03 собрал 19 звёзд за окно, тогда как у автора всего 23 подписчиков — эффективная аудитория ≈ 50. Это даёт surprise-индекс 0.03 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 87.5% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 23% OF 9755 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9755 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 23%
VELOCITY2.713.71-1.00ABOVE 36%
RETENTION33.3%37.5%-4.2 PPABOVE 42%
FORKS11390+23ABOVE 55%
SURPRISE0.030.01+0.02ABOVE 78%