FINDING #4925 · UNIT ID 1177626246
Noi1r/beamer-skill
A Claude Code skill for creating, compiling, reviewing, and polishing academic Beamer LaTeX presentations. Full lifecycle workflow with quality scoring, pedagogical review, TikZ audit, and more.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
52% 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
1.78
ACCEL
-0.01
RETENTION
13.1%
PEAK 2026-05-18 · FORK-RETENTION 0.0% · 160 STARS / WINDOW
Author Audience
AUDIENCE
68
FOLLOWERS
25
OWNER ★
431
Engagement Signals
FORKS
15
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 160 / 160 (DIVERSITY 1.00)
Why This Is A Finding
Noi1r/beamer-skill собрал 160 звёзд за окно, тогда как у автора всего 25 подписчиков — эффективная аудитория ≈ 68. Это даёт surprise-индекс 0.0164 (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 23% 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 23%
VELOCITY1.783.99-2.22ABOVE 10%
RETENTION13.1%17.1%-4.1 PPABOVE 39%
FORKS1590-74ABOVE 8%
SURPRISE0.020.01+0.00ABOVE 59%