FINDING #5869 · UNIT ID 1078537919
anthropics/life-sciences
Repo for the Claude Code Marketplace to use with the Claude for Life Sciences Launch. This will continue to host the marketplace.json long-term, but not the actual MCP servers.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
72% 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
2.13
ACCEL
+0.01
RETENTION
11.6%
PEAK 2026-06-11 · FORK-RETENTION 0.0% · 384 STARS / WINDOW
Author Audience
AUDIENCE
1,078,116
FOLLOWERS
76,800
OWNER ★
585,773
Engagement Signals
FORKS
101
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 384 / 384 (DIVERSITY 1.00)
Why This Is A Finding
anthropics/life-sciences собрал 384 звёзд за окно, тогда как у автора всего 76,800 подписчиков — эффективная аудитория ≈ 1,078,116. Это даёт surprise-индекс 0.00000198 (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 1% 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 1%
VELOCITY2.133.29-1.16ABOVE 25%
RETENTION11.6%11.3%+0.3 PPABOVE 51%
FORKS10199+2ABOVE 50%
SURPRISE0.000.01-0.01ABOVE 1%