FINDING #3989 · UNIT ID 1211464405
minhnv0807/ai-business-skills
63 bilingual AI marketing skills (31 VN + 31 Global) for Claude Code, OpenCode, Codex, VS Code. Marketing strategy, content production, performance analytics, personal brand, AI avatar, dropshipping mastery, design master (8 design types). 4 regions (US/EU/SEA/LATAM) + Vietnam 2025-2026. Anthropic-pattern aligned. Companion: opa-kit.
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
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
5.54
ACCEL
-0.18
RETENTION
4.5%
PEAK 2026-04-24 · FORK-RETENTION 0.0% · 499 STARS / WINDOW
Author Audience
AUDIENCE
70
FOLLOWERS
20
OWNER ★
504
Engagement Signals
FORKS
213
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 499 / 499 (DIVERSITY 1.00)
Why This Is A Finding
minhnv0807/ai-business-skills собрал 499 звёзд за окно, тогда как у автора всего 20 подписчиков — эффективная аудитория ≈ 70. Это даёт surprise-индекс 0.0502 (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 44% OF 7165 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 7165 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 44%
VELOCITY5.543.71+1.83ABOVE 64%
RETENTION4.5%15.4%-10.9 PPABOVE 13%
FORKS21384+129ABOVE 73%
SURPRISE0.050.01+0.04ABOVE 94%