FINDING #4729 · UNIT ID 1078885431
abubakarsiddik31/claude-skills-collection
A curated collection of official and community-built Claude Skills – extend Anthropic's Claude with powerful, modular capabilities for productivity, creativity, coding, and more.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
53% 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
2.39
ACCEL
+0.00
RETENTION
5.4%
PEAK 2026-06-15 · FORK-RETENTION 0.0% · 431 STARS / WINDOW
Author Audience
AUDIENCE
201
FOLLOWERS
102
OWNER ★
987
Engagement Signals
FORKS
142
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 431 / 431 (DIVERSITY 1.00)
Why This Is A Finding
abubakarsiddik31/claude-skills-collection собрал 431 звёзд за окно, тогда как у автора всего 102 подписчиков — эффективная аудитория ≈ 201. Это даёт surprise-индекс 0.00995 (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 20% OF 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 20%
VELOCITY2.393.29-0.90ABOVE 32%
RETENTION5.4%11.3%-6.0 PPABOVE 24%
FORKS14299+43ABOVE 61%
SURPRISE0.010.01-0.00ABOVE 49%