moskoo/xxg-portrait-rebuild-light — GitHub trend

FINDING #519 · UNIT ID 1330387157

moskoo/xxg-portrait-rebuild-light

`xxg-portrait-rebuild-light` is an image-edit skill for existing portrait photos. It reconstructs the key light, fill, shadows, and background atmosphere with a director-led lighting workflow while restoring clean, healthy, low-contrast photographic skin microtexture.

[ PYTHON ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0571

ENGAGEMENT0.52

FRESHNESS1.00

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

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

27% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

2.86

ACCEL

+0.57

RETENTION

52.4%

PEAK 2026-08-19 · FORK-RETENTION 0.0% · 20 STARS / WINDOW

Author Audience

AUDIENCE

FOLLOWERS

OWNER ★

Engagement Signals

FORKS

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 20 / 20 (DIVERSITY 1.00)

Why This Is A Finding

moskoo/xxg-portrait-rebuild-light собрал 20 звёзд за окно, тогда как у автора всего 1 подписчиков — эффективная аудитория ≈ 10. Это даёт surprise-индекс 0.0571 (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

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METRICS IN CONTEXT

MEDIAN ACROSS ALL 9733 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.030.00+0.03ABOVE 95%

VELOCITY2.863.57-0.71ABOVE 40%

RETENTION52.4%34.4%+18.0 PPABOVE 75%

FORKS1398-85ABOVE 12%

SURPRISE0.060.01+0.05ABOVE 90%