FINDING #2787 · UNIT ID 1079107863
PleasePrompto/notebooklm-skill
Use this skill to enable Claude Code to communicate directly with your Google NotebookLM notebooks. Query your uploaded documents and get source-grounded, citation-backed answers from Gemini. Features browser automation, library management, persistent authentication, and answers exclusively from your own knowledge base.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
0% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
9.33
ACCEL
+1.50
RETENTION
90.9%
PEAK 2026-07-14 · FORK-RETENTION 0.0% · 28 STARS / WINDOW
Author Audience
AUDIENCE
1,476
FOLLOWERS
361
OWNER ★
11,148
Engagement Signals
FORKS
829
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 28 / 28 (DIVERSITY 1.00)
Why This Is A Finding
PleasePrompto/notebooklm-skill собрал 28 звёзд за окно, тогда как у автора всего 361 подписчиков — эффективная аудитория ≈ 1,476. Это даёт surprise-индекс 0.00616 (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 45% OF 5024 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5024 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 45%
VELOCITY9.336.67+2.67ABOVE 61%
RETENTION90.9%46.5%+44.4 PPABOVE 94%
FORKS829116+713ABOVE 89%
SURPRISE0.010.01-0.01ABOVE 30%