FINDING #5774 · UNIT ID 1315633191
limingrui679-design/high-stakes-analytics-decision-lab
A platform-neutral analytical Skill that profiles messy data, selects case-adaptive methods, and produces source-backed visual reports for high-stakes decisions.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
51% 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
S6 · OWNER HAS ALMOST NO FOLLOWERS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
17.71
ACCEL
+3.07
RETENTION
0.0%
PEAK 2026-08-10 · FORK-RETENTION 0.0% · 124 STARS / WINDOW
Author Audience
AUDIENCE
27
FOLLOWERS
2
OWNER ★
249
Engagement Signals
FORKS
13
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 124 / 124 (DIVERSITY 1.00)
Why This Is A Finding
limingrui679-design/high-stakes-analytics-decision-lab собрал 124 звёзд за окно, тогда как у автора всего 2 подписчиков — эффективная аудитория ≈ 27. Это даёт surprise-индекс 0.26 (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 41% OF 9721 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9721 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 41%
VELOCITY17.713.43+14.29ABOVE 88%
RETENTION0.0%32.1%-32.1 PPABOVE 0%
FORKS13130-117ABOVE 11%
SURPRISE0.260.01+0.26ABOVE 99%