FINDING #8475 · UNIT ID 1225722703
nduckmink/arkon
Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to manage RAG contexts, access policies, and AI skills. Connect Claude and other LLMs via Model Context Protocol (MCP) for automated, secure organizational knowledge integration.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
1% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
2.57
ACCEL
-0.18
RETENTION
58.3%
PEAK 2026-08-24 · FORK-RETENTION 0.0% · 18 STARS / WINDOW
Author Audience
AUDIENCE
178
FOLLOWERS
51
OWNER ★
1,272
Engagement Signals
FORKS
269
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 18 / 18 (DIVERSITY 1.00)
Why This Is A Finding
nduckmink/arkon собрал 18 звёзд за окно, тогда как у автора всего 51 подписчиков — эффективная аудитория ≈ 178. Это даёт surprise-индекс 0.0118 (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 13% OF 9755 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9755 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 13%
VELOCITY2.573.71-1.14ABOVE 34%
RETENTION58.3%37.5%+20.8 PPABOVE 81%
FORKS26990+179ABOVE 75%
SURPRISE0.010.01+0.00ABOVE 56%