FINDING #5088 · UNIT ID 944080744
pipeshub-ai/pipeshub-ai
The open-source context layer for AI agents. PipesHub turns your company's knowledge (Slack, Drive, Jira, GitHub, Microsoft 365 and 40+ connectors) into a permission-aware workspace that agents can search, grep, navigate and cite. MCP, SDKs and built-in agents. Self-hosted.
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
3.67
ACCEL
+0.50
RETENTION
50.0%
PEAK 2026-10-08 · FORK-RETENTION 0.0% · 11 STARS / WINDOW
Author Audience
AUDIENCE
1,025
FOLLOWERS
88
OWNER ★
3,884
Engagement Signals
FORKS
595
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 11 / 11 (DIVERSITY 1.00)
Why This Is A Finding
pipeshub-ai/pipeshub-ai собрал 11 звёзд за окно, тогда как у автора всего 88 подписчиков — эффективная аудитория ≈ 1,025. Это даёт surprise-индекс 0.00344 (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 47% OF 9523 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9523 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 47%
VELOCITY3.675.67-2.00ABOVE 26%
RETENTION50.0%40.0%+10.0 PPABOVE 55%
FORKS595317+278ABOVE 63%
SURPRISE0.000.00-0.00ABOVE 43%