FINDING #7909 · UNIT ID 1291994110
TingxiYu/academic-figure-skill
A skill for academic research figure generation that autonomously handles the full workflow — data understanding, chart type recommendation, and format-compliant generation.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
21% OF STARS 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
S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
3.53
ACCEL
-0.08
RETENTION
35.1%
PEAK 2026-09-23 · FORK-RETENTION 66.7% · 106 STARS / WINDOW
Author Audience
AUDIENCE
85
FOLLOWERS
34
OWNER ★
514
Engagement Signals
FORKS
27
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 106 / 106 (DIVERSITY 1.00)
Why This Is A Finding
TingxiYu/academic-figure-skill собрал 106 звёзд за окно, тогда как у автора всего 34 подписчиков — эффективная аудитория ≈ 85. Это даёт surprise-индекс 0.0282 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 66.7% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 18% OF 9676 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9676 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 18%
VELOCITY3.533.80-0.27ABOVE 47%
RETENTION35.1%20.0%+15.1 PPABOVE 81%
FORKS27142-115ABOVE 18%
SURPRISE0.030.01+0.02ABOVE 80%