viticci/shortcuts-playground-plugin — GitHub trend

FINDING #8846 · UNIT ID 1210493610

viticci/shortcuts-playground-plugin

Shortcuts Playground: A Claude Code and Codex plugin for building, validating, signing, and remixing macOS/iOS Shortcuts with natural language.

[ PYTHON ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00318

ENGAGEMENT0.34

FRESHNESS1.58

SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE

SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)

5% OF STARS IN ARCHIVE

[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:

S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS

S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING

Growth Telemetry

VELOCITY /D

1.77

ACCEL

+0.04

RETENTION

46.7%

PEAK 2026-08-05 · FORK-RETENTION 80.0% · 53 STARS / WINDOW

Author Audience

AUDIENCE

516

FOLLOWERS

332

OWNER ★

1,835

Engagement Signals

FORKS

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 53 / 53 (DIVERSITY 1.00)

Why This Is A Finding

viticci/shortcuts-playground-plugin собрал 53 звёзд за окно, тогда как у автора всего 332 подписчиков — эффективная аудитория ≈ 516. Это даёт surprise-индекс 0.00318 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 80.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.

Related Findings

RANKS ABOVE 8% OF 9591 FINDINGS

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METRICS IN CONTEXT

MEDIAN ACROSS ALL 9591 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 8%

VELOCITY1.773.63-1.87ABOVE 11%

RETENTION46.7%24.8%+21.9 PPABOVE 87%

FORKS51120-69ABOVE 30%

SURPRISE0.000.01-0.00ABOVE 29%