Github Trends®
6829 findingsmedian surprise 0.0115window 30 days
UNIT / TREND-MONITOR · REV 2.6
[ 30 days window ]
SOURCE: starredAt history
РЕПО НЕТ В ОКНЕ 180D. ПОКАЗАН FINDING ИЗ ОКНА 30D (30 days) — РАНГ #6104.
FINDING #6104 · UNIT ID 1226354493
Upload-Post/skill-autoshorts
Daily viral-clip pipeline: Whisper + Gemini 3 Flash + Upload-Post. Picks one long video per day, cuts the best moments, asks you on your phone which to publish, and learns from engagement data over time.
[ PYTHON ][ ORG ][ GITHUB ↗ ]
SURPRISE SCORE
0.00

Score Breakdown

SURPRISE0.00755
ENGAGEMENT0.20
FRESHNESS1.32
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
39% 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
1.53
ACCEL
-0.07
RETENTION
9.0%
PEAK 2026-06-22 · FORK-RETENTION 0.0% · 46 STARS / WINDOW

Author Audience

AUDIENCE
163
FOLLOWERS
39
OWNER ★
426

Engagement Signals

FORKS
21
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 46 / 46 (DIVERSITY 1.00)

Why This Is A Finding

Upload-Post/skill-autoshorts собрал 46 звёзд за окно, тогда как у автора всего 39 подписчиков — эффективная аудитория ≈ 163. Это даёт surprise-индекс 0.00755 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.

METRICS IN CONTEXT

MEDIAN ACROSS ALL 6829 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 11%
VELOCITY1.534.07-2.53ABOVE 2%
RETENTION9.0%26.1%-17.1 PPABOVE 14%
FORKS2189-68ABOVE 17%
SURPRISE0.010.01-0.00ABOVE 40%