FINDING #3419 · UNIT ID 934527631
ExplosiveCoderflome/AI-Novel-Writing-Assistant
面向长篇小说创作的 AI Native 开源系统,用 Agent、世界观、写法引擎、RAG 和整本生产工作流,帮助新手从一句灵感走到完整小说。AI-native engine for end-to-end novel creation — from idea to full chapters, with structured planning, worldbuilding, and agent-driven workflows.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
67% 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
14.97
ACCEL
-0.12
RETENTION
11.6%
PEAK 2026-04-28 · FORK-RETENTION 0.0% · 1,347 STARS / WINDOW
Author Audience
AUDIENCE
214
FOLLOWERS
15
OWNER ★
1,993
Engagement Signals
FORKS
400
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,347 / 1,347 (DIVERSITY 1.00)
Why This Is A Finding
ExplosiveCoderflome/AI-Novel-Writing-Assistant собрал 1,347 звёзд за окно, тогда как у автора всего 15 подписчиков — эффективная аудитория ≈ 214. Это даёт surprise-индекс 0.0589 (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 46% 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 46%
VELOCITY14.973.99+10.97ABOVE 85%
RETENTION11.6%17.1%-5.5 PPABOVE 35%
FORKS40090+311ABOVE 84%
SURPRISE0.060.01+0.05ABOVE 96%