Github Trends®
9676 findingsmedian surprise 0.00725window 30 days
UNIT / TREND-MONITOR · REV 2.6
[ 30 days window ]
SOURCE: own snapshots
▲РЕПО НЕТ В ОКНЕ 1D. ПОКАЗАН FINDING ИЗ ОКНА 30D (30 days) — РАНГ #8093.
FINDING #8093 · UNIT ID 1259424581
myccarl/ai-shortVideo-pipeline
End-to-end AI short-video production pipeline. FastAPI orchestration + Spring Boot gateway with multi-model failover, circuit breaker, metering, and full-stack observability. AI quality gating: prompt anchoring, CLIP consistency, AV sync auto-rescue.
[ PYTHON ][ GITHUB ↗ ]
SURPRISE SCORE
0.00

Score Breakdown

SURPRISE0.00865
ENGAGEMENT1.00
FRESHNESS1.61
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
10% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING

Growth Telemetry

VELOCITY /D
2.60
ACCEL
-0.11
RETENTION
41.7%
PEAK 2026-09-22 · FORK-RETENTION 85.7% · 78 STARS / WINDOW

Author Audience

AUDIENCE
261
FOLLOWERS
186
OWNER ★
747

Engagement Signals

FORKS
178
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 78 / 78 (DIVERSITY 1.00)

Why This Is A Finding

myccarl/ai-shortVideo-pipeline собрал 78 звёзд за окно, тогда как у автора всего 186 подписчиков — эффективная аудитория ≈ 261. Это даёт surprise-индекс 0.00865 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 85.7% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.

METRICS IN CONTEXT

MEDIAN ACROSS ALL 9676 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 16%
VELOCITY2.603.80-1.20ABOVE 32%
RETENTION41.7%20.0%+21.7 PPABOVE 89%
FORKS178142+36ABOVE 55%
SURPRISE0.010.01+0.00ABOVE 54%