FINDING #9050 · UNIT ID 1337089243
cinderline/northcinder
Open-source MCP server for comparing products and asking the buyer before purchase.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
⚠ POSSIBLE STAR INFLATION — ONLY 1% OF STARS VISIBLE 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
S9 · CREATED JUST BEFORE WINDOW, STARS INVISIBLE IN ARCHIVE
Growth Telemetry
VELOCITY /D
1.86
ACCEL
+0.79
RETENTION
42.9%
PEAK 2026-08-20 · FORK-RETENTION 0.0% · 13 STARS / WINDOW
Author Audience
AUDIENCE
140
FOLLOWERS
19
OWNER ★
1,206
Engagement Signals
FORKS
6
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 13 / 13 (DIVERSITY 1.00)
Why This Is A Finding
cinderline/northcinder собрал 13 звёзд за окно, тогда как у автора всего 19 подписчиков — эффективная аудитория ≈ 140. Это даёт surprise-индекс 0.0103 (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 7% OF 9733 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9733 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 7%
VELOCITY1.863.57-1.71ABOVE 18%
RETENTION42.9%34.4%+8.5 PPABOVE 61%
FORKS698-92ABOVE 6%
SURPRISE0.010.01+0.00ABOVE 55%