FINDING #6443 · UNIT ID 655550654
iam-veeramalla/aws-devops-zero-to-hero
AWS zero to hero repo for devops engineers to learn AWS in 30 Days. This repo includes projects, presentations, interview questions and real time examples.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
0% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S3 · MORE FORKS THAN STARS
Growth Telemetry
VELOCITY /D
9.00
ACCEL
0.00
RETENTION
0.0%
PEAK 2026-08-22 · FORK-RETENTION 0.0% · 9 STARS / WINDOW
Author Audience
AUDIENCE
41,452
FOLLOWERS
33,614
OWNER ★
78,380
Engagement Signals
FORKS
15,536
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 9 / 9 (DIVERSITY 1.00)
Why This Is A Finding
iam-veeramalla/aws-devops-zero-to-hero собрал 9 звёзд за окно, тогда как у автора всего 33,614 подписчиков — эффективная аудитория ≈ 41,452. Это даёт surprise-индекс 0.000217 (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 3% OF 6633 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6633 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 3%
VELOCITY9.0010.00-1.00ABOVE 44%
RETENTION0.0%0.0%0.0 PPABOVE 0%
FORKS15,536393+15,143ABOVE 98%
SURPRISE0.000.01-0.01ABOVE 8%