FINDING #4170 · UNIT ID 1417945786
UnderleveledBuilder/awesome-short-drama-skills
AI 短剧 · 漫剧 Skill（技能包）精选：剧本、改编、分镜、Seedance / 可灵 / MiniMax 视频提示词，千问、豆包、龙虾 OpenClaw、WorkBuddy、Claude Code、Codex 等智能体可用 | Curated agent skills for AI short drama, micro drama / microdrama, vertical drama and manju (AI comic drama): screenwriting, storyboards, Seedance / Kling / MiniMax video prompts
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
77% 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
68.00
ACCEL
+39.68
RETENTION
50.2%
PEAK 2026-10-20 · FORK-RETENTION 27.8% · 476 STARS / WINDOW
Author Audience
AUDIENCE
81
FOLLOWERS
17
OWNER ★
639
Engagement Signals
FORKS
66
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 476 / 476 (DIVERSITY 1.00)
Why This Is A Finding
UnderleveledBuilder/awesome-short-drama-skills собрал 476 звёзд за окно, тогда как у автора всего 17 подписчиков — эффективная аудитория ≈ 81. Это даёт surprise-индекс 0.56 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 27.8% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 57% OF 9776 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9776 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00+0.00ABOVE 57%
VELOCITY68.003.57+64.43ABOVE 97%
RETENTION50.2%40.0%+10.2 PPABOVE 66%
FORKS66148-82ABOVE 33%
SURPRISE0.560.01+0.56ABOVE 100%