FINDING #4911 · UNIT ID 1080441761
karanb192/awesome-claude-skills
🎯 The definitive collection of 50+ verified Awesome Claude Skills for Claude Code, Claude.ai, and API. Boost productivity with TDD, debugging, git workflows, document processing, and more. Community-driven, actively maintained.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
92% 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
2.19
ACCEL
-0.01
RETENTION
9.3%
PEAK 2026-02-27 · FORK-RETENTION 0.0% · 395 STARS / WINDOW
Author Audience
AUDIENCE
279
FOLLOWERS
93
OWNER ★
1,864
Engagement Signals
FORKS
151
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 395 / 395 (DIVERSITY 1.00)
Why This Is A Finding
karanb192/awesome-claude-skills собрал 395 звёзд за окно, тогда как у автора всего 93 подписчиков — эффективная аудитория ≈ 279. Это даёт surprise-индекс 0.00687 (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 17% 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 17%
VELOCITY2.193.29-1.10ABOVE 27%
RETENTION9.3%11.3%-2.0 PPABOVE 43%
FORKS15199+52ABOVE 62%
SURPRISE0.010.01-0.00ABOVE 40%