FINDING #5383 · UNIT ID 1235098961
CloudWithVarJosh/GitHub-Actions-Basics-To-Production
GitHub-Actions-Basics-To-Production is a beginner-friendly repository for learning modern CI/CD and GitHub Actions from fundamentals to production workflows. It covers workflows, runners, automation concepts, and hands-on pipeline implementations through a structured progressive learning series.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
13% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
1.43
ACCEL
+0.39
RETENTION
41.7%
PEAK 2026-08-25 · FORK-RETENTION 71.4% · 10 STARS / WINDOW
Author Audience
AUDIENCE
401
FOLLOWERS
300
OWNER ★
1,013
Engagement Signals
FORKS
47
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 10 / 10 (DIVERSITY 1.00)
Why This Is A Finding
CloudWithVarJosh/GitHub-Actions-Basics-To-Production собрал 10 звёзд за окно, тогда как у автора всего 300 подписчиков — эффективная аудитория ≈ 401. Это даёт surprise-индекс 0.00324 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 71.4% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 45% OF 9760 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9760 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 45%
VELOCITY1.433.71-2.29ABOVE 0%
RETENTION41.7%38.0%+3.6 PPABOVE 55%
FORKS4786-39ABOVE 35%
SURPRISE0.000.01-0.01ABOVE 26%