FINDING #4402 · UNIT ID 1167551181
aovestdipaperino/tokensave
The most comprehensive code intelligence MCP server for AI coding agents. 40+ tools, 30+ languages, 9 agent integrations. Pre-indexed semantic knowledge graphs for instant code understanding — fewer tokens, fewer tool calls, 100% local.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
90% 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
4.39
ACCEL
+0.08
RETENTION
35.1%
PEAK 2026-06-27 · FORK-RETENTION 0.0% · 395 STARS / WINDOW
Author Audience
AUDIENCE
146
FOLLOWERS
83
OWNER ★
626
Engagement Signals
FORKS
38
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 395 / 395 (DIVERSITY 1.00)
Why This Is A Finding
aovestdipaperino/tokensave собрал 395 звёзд за окно, тогда как у автора всего 83 подписчиков — эффективная аудитория ≈ 146. Это даёт surprise-индекс 0.0236 (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 31% 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 31%
VELOCITY4.393.99+0.39ABOVE 53%
RETENTION35.1%17.1%+18.0 PPABOVE 84%
FORKS3890-51ABOVE 25%
SURPRISE0.020.01+0.01ABOVE 70%