FINDING #3423 · UNIT ID 1241325722
WUBING2023/PaperSpine
PaperSpine is a motivation-driven skill for learning from strong academic papers, building a paper’s central argument, and rewriting manuscripts through evidence-aware blueprints, revision matrices, and LaTeX-safe audits.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
100% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S4 · MORE WINDOW STARS THAN LIVE STARS (PURGED FAKES?)
Growth Telemetry
VELOCITY /D
22.53
ACCEL
+0.43
RETENTION
26.7%
PEAK 2026-05-27 · FORK-RETENTION 0.0% · 4,056 STARS / WINDOW
Author Audience
AUDIENCE
532
FOLLOWERS
48
OWNER ★
4,836
Engagement Signals
FORKS
165
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 4,056 / 4,056 (DIVERSITY 1.00)
Why This Is A Finding
WUBING2023/PaperSpine собрал 4,056 звёзд за окно, тогда как у автора всего 48 подписчиков — эффективная аудитория ≈ 532. Это даёт surprise-индекс 0.0394 (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 42% OF 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 42%
VELOCITY22.533.29+19.24ABOVE 93%
RETENTION26.7%11.3%+15.4 PPABOVE 83%
FORKS16599+66ABOVE 65%
SURPRISE0.040.01+0.03ABOVE 98%