CloudWithVarJosh/GitHub-Actions-Basics-To-Production — GitHub trend

FINDING #5286 · 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.

[ PYTHON ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00324

ENGAGEMENT0.95

FRESHNESS1.00

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

+0.04

RETENTION

31.3%

PEAK 2026-08-25 · FORK-RETENTION 75.0% · 10 STARS / WINDOW

Author Audience

AUDIENCE

401

FOLLOWERS

300

OWNER ★

1,013

Engagement Signals

FORKS

ISSUE AUTH

PR AUTH

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 75.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.

Related Findings

RANKS ABOVE 46% OF 9771 FINDINGS

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METRICS IN CONTEXT

MEDIAN ACROSS ALL 9771 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 46%

VELOCITY1.433.71-2.29ABOVE 0%

RETENTION31.3%39.3%-8.1 PPABOVE 38%

FORKS4791-44ABOVE 34%

SURPRISE0.000.01-0.01ABOVE 26%