FINDING #5285 · UNIT ID 1197197392
yaojingang/yao-meta-skill
YAO = Yielding AI Outcomes. A rigorous engineering, evaluation, governance, and portability system for reusable agent skills.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
86% 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
20.04
ACCEL
+0.59
RETENTION
5.3%
PEAK 2026-06-19 · FORK-RETENTION 0.0% · 1,804 STARS / WINDOW
Author Audience
AUDIENCE
1,929
FOLLOWERS
911
OWNER ★
10,183
Engagement Signals
FORKS
196
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,804 / 1,804 (DIVERSITY 1.00)
Why This Is A Finding
yaojingang/yao-meta-skill собрал 1,804 звёзд за окно, тогда как у автора всего 911 подписчиков — эффективная аудитория ≈ 1,929. Это даёт surprise-индекс 0.0102 (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 17% 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 17%
VELOCITY20.043.99+16.05ABOVE 89%
RETENTION5.3%17.1%-11.8 PPABOVE 14%
FORKS19690+107ABOVE 70%
SURPRISE0.010.01-0.00ABOVE 46%