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FINDING #1247 · UNIT ID 678973052

anthropics/claude-cookbooks

A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.

[ JUPYTER NOTEBOOK ][ ORG ][ VERIFIED ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00000485

ENGAGEMENT1.26

FRESHNESS1.64

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

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

1% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

5.22

ACCEL

-0.16

RETENTION

20.0%

PEAK 2026-04-16 · FORK-RETENTION 97.9% · 470 STARS / WINDOW

Author Audience

AUDIENCE

1,076,770

FOLLOWERS

76,631

OWNER ★

585,773

Engagement Signals

FORKS

5,791

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 469 / 470 (DIVERSITY 1.00)

Why This Is A Finding

anthropics/claude-cookbooks собрал 470 звёзд за окно, тогда как у автора всего 76,631 подписчиков — эффективная аудитория ≈ 1,076,770. Это даёт surprise-индекс 0.00000485 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 97.9% и 30 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.

Related Findings

RANKS ABOVE 7% OF 1335 FINDINGS

#217Lordog/dive-into-llms[ JUPYTER NOTEBOOK ]0.00431 #245raiyanyahya/how-to-train-your-gpt[ JUPYTER NOTEBOOK ]0.00366 #378tkarim45/Beginner-Data-Science-Projects[ JUPYTER NOTEBOOK ]0.00168 #435gepa-ai/gepa[ JUPYTER NOTEBOOK ]0.00137 #474oracle-devrel/oracle-ai-developer-hub[ JUPYTER NOTEBOOK ]0.00121

METRICS IN CONTEXT

MEDIAN ACROSS ALL 1335 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 7%

VELOCITY5.222.82+2.40ABOVE 75%

RETENTION20.0%8.4%+11.6 PPABOVE 93%

FORKS5,7911,463+4,328ABOVE 81%

SURPRISE0.000.00-0.00ABOVE 4%