FINDING #4455 · UNIT ID 1126127617
bahayonghang/academic-writing-skills
AI-powered post-writing toolkit for academic papers — format validation, grammar/style polishing, de-AI editing, reference checking, and reviewer-style paper audits. 5 skills for LaTeX, Typst & PDF. Focused on enhancing existing text quality, not generating from scratch.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
67% 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
Growth Telemetry
VELOCITY /D
2.90
ACCEL
-0.03
RETENTION
29.0%
PEAK 2026-05-08 · FORK-RETENTION 0.0% · 261 STARS / WINDOW
Author Audience
AUDIENCE
86
FOLLOWERS
17
OWNER ★
686
Engagement Signals
FORKS
31
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 261 / 261 (DIVERSITY 1.00)
Why This Is A Finding
bahayonghang/academic-writing-skills собрал 261 звёзд за окно, тогда как у автора всего 17 подписчиков — эффективная аудитория ≈ 86. Это даёт surprise-индекс 0.0231 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 30% 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 30%
VELOCITY2.903.99-1.09ABOVE 37%
RETENTION29.0%17.1%+11.8 PPABOVE 75%
FORKS3190-58ABOVE 20%
SURPRISE0.020.01+0.01ABOVE 69%