anthropics/knowledge-work-plugins — GitHub trend

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FINDING #4598 · UNIT ID 1140828898

anthropics/knowledge-work-plugins

Open source repository of plugins primarily intended for knowledge workers to use in Claude Cowork

[ PYTHON ][ ORG ][ VERIFIED ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0000631

ENGAGEMENT0.20

FRESHNESS1.01

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

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

1% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

68.00

ACCEL

+28.50

RETENTION

93.4%

PEAK 2026-07-14 · FORK-RETENTION 0.0% · 204 STARS / WINDOW

Author Audience

AUDIENCE

1,076,770

FOLLOWERS

76,631

OWNER ★

585,773

Engagement Signals

FORKS

2,698

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 204 / 204 (DIVERSITY 1.00)

Why This Is A Finding

anthropics/knowledge-work-plugins собрал 204 звёзд за окно, тогда как у автора всего 76,631 подписчиков — эффективная аудитория ≈ 1,076,770. Это даёт surprise-индекс 0.0000631 (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

RANKS ABOVE 8% OF 5024 FINDINGS

#02Git-creat7/grokRegister-cpa[ PYTHON ]0.72 #09vinhhien112/Three.js-Object-Sculptor-Codex-Plugin[ PYTHON ]0.51 #10domanski-ai/headroom[ PYTHON ]0.50 #12William-Lu-stack/LuxyAI[ PYTHON ]0.46 #15fqscfqj/Y2A-Auto[ PYTHON ]0.37

METRICS IN CONTEXT

MEDIAN ACROSS ALL 5024 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 8%

VELOCITY68.006.67+61.33ABOVE 94%

RETENTION93.4%46.5%+46.9 PPABOVE 95%

FORKS2,698116+2,582ABOVE 96%

SURPRISE0.000.01-0.01ABOVE 3%