FINDING #6169 · UNIT ID 1140828898
anthropics/knowledge-work-plugins
Open source repository of plugins primarily intended for knowledge workers to use in Claude Cowork
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
51% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
Growth Telemetry
VELOCITY /D
128.73
ACCEL
+0.07
RETENTION
10.6%
PEAK 2026-05-25 · FORK-RETENTION 0.0% · 11,586 STARS / WINDOW
Author Audience
AUDIENCE
1,076,770
FOLLOWERS
76,631
OWNER ★
585,773
Engagement Signals
FORKS
2,698
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 11,586 / 11,586 (DIVERSITY 1.00)
Why This Is A Finding
anthropics/knowledge-work-plugins собрал 11,586 звёзд за окно, тогда как у автора всего 76,631 подписчиков — эффективная аудитория ≈ 1,076,770. Это даёт surprise-индекс 0.00012 (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 3% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 3%
VELOCITY128.733.99+124.74ABOVE 99%
RETENTION10.6%17.1%-6.5 PPABOVE 32%
FORKS2,69890+2,609ABOVE 98%
SURPRISE0.000.01-0.01ABOVE 5%