FINDING #4375 · UNIT ID 1152640467
SammySnake-d/fast-context-mcp
AI-driven semantic code search as an MCP tool — powered by Windsurf's reverse-engineered SWE-grep protocol
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
56% 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
2.04
ACCEL
+0.01
RETENTION
10.7%
PEAK 2026-06-05 · FORK-RETENTION 0.0% · 184 STARS / WINDOW
Author Audience
AUDIENCE
40
FOLLOWERS
7
OWNER ★
331
Engagement Signals
FORKS
47
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 184 / 184 (DIVERSITY 1.00)
Why This Is A Finding
SammySnake-d/fast-context-mcp собрал 184 звёзд за окно, тогда как у автора всего 7 подписчиков — эффективная аудитория ≈ 40. Это даёт surprise-индекс 0.0255 (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%
VELOCITY2.043.99-1.95ABOVE 18%
RETENTION10.7%17.1%-6.4 PPABOVE 32%
FORKS4790-42ABOVE 31%
SURPRISE0.030.01+0.01ABOVE 73%