FINDING #3462 · UNIT ID 953089294
54yyyu/zotero-mcp
Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to discuss papers, get summaries, analyze citations, and more.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
78% 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
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
18.49
ACCEL
+0.03
RETENTION
44.7%
PEAK 2026-05-19 · FORK-RETENTION 0.0% · 3,328 STARS / WINDOW
Author Audience
AUDIENCE
539
FOLLOWERS
91
OWNER ★
4,481
Engagement Signals
FORKS
356
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 3,328 / 3,328 (DIVERSITY 1.00)
Why This Is A Finding
54yyyu/zotero-mcp собрал 3,328 звёзд за окно, тогда как у автора всего 91 подписчиков — эффективная аудитория ≈ 539. Это даёт surprise-индекс 0.0319 (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 42% 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 42%
VELOCITY18.493.29+15.19ABOVE 91%
RETENTION44.7%11.3%+33.4 PPABOVE 96%
FORKS35699+257ABOVE 82%
SURPRISE0.030.01+0.02ABOVE 93%