AlibabaCloudDocs/aliyun_acp_learning — GitHub trend

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FINDING #6330 · UNIT ID 872198534

AlibabaCloudDocs/aliyun_acp_learning

[ JUPYTER NOTEBOOK ][ ORG ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00551

ENGAGEMENT0.20

FRESHNESS1.00

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

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

2% 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

S8 · KEYWORD-STUFFED OR EMPTY DESCRIPTION

Growth Telemetry

VELOCITY /D

2.43

ACCEL

-0.39

RETENTION

30.6%

PEAK 2026-07-09 · FORK-RETENTION 0.0% · 17 STARS / WINDOW

Author Audience

AUDIENCE

400

FOLLOWERS

OWNER ★

1,092

Engagement Signals

FORKS

247

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 17 / 17 (DIVERSITY 1.00)

Why This Is A Finding

AlibabaCloudDocs/aliyun_acp_learning собрал 17 звёзд за окно, тогда как у автора всего 91 подписчиков — эффективная аудитория ≈ 400. Это даёт surprise-индекс 0.00551 (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.

Related Findings

RANKS ABOVE 8% OF 6892 FINDINGS

#754Nicolepcx/ai-agents-the-definitive-guide[ JUPYTER NOTEBOOK ]0.014 #1111adrida/tracer[ JUPYTER NOTEBOOK ]0.00948 #1229Lordog/dive-into-llms[ JUPYTER NOTEBOOK ]0.00847 #1378CalvinXKY/InfraTech[ JUPYTER NOTEBOOK ]0.00759 #1596lit26/finvizfinance[ JUPYTER NOTEBOOK ]0.00636

METRICS IN CONTEXT

MEDIAN ACROSS ALL 6892 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 8%

VELOCITY2.434.14-1.71ABOVE 29%

RETENTION30.6%40.6%-10.1 PPABOVE 35%

FORKS24789+158ABOVE 75%

SURPRISE0.010.01-0.01ABOVE 34%