FINDING #7958 · UNIT ID 1048040221
inno-devops-labs/DevOps-Intro
🚀 DevOps intro elective — 10 hands-on labs + 2 bonus building QuickNotes end-to-end: Git internals, CI/CD with GitHub Actions, OS & networking, Vagrant VMs, Docker, Ansible, golden-signal monitoring, Trivy + ZAP scanning, and free-tier cloud deployment.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
21% 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
3.14
ACCEL
+0.79
RETENTION
0.0%
PEAK 2026-09-11 · FORK-RETENTION 0.0% · 22 STARS / WINDOW
Author Audience
AUDIENCE
109
FOLLOWERS
21
OWNER ★
337
Engagement Signals
FORKS
155
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 22 / 22 (DIVERSITY 1.00)
Why This Is A Finding
inno-devops-labs/DevOps-Intro собрал 22 звёзд за окно, тогда как у автора всего 21 подписчиков — эффективная аудитория ≈ 109. Это даёт surprise-индекс 0.021 (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 19% OF 9789 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9789 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 19%
VELOCITY3.143.43-0.29ABOVE 46%
RETENTION0.0%37.5%-37.5 PPABOVE 0%
FORKS155120+35ABOVE 56%
SURPRISE0.020.01+0.01ABOVE 75%