FINDING #820 · UNIT ID 1218208502
zenstory-ai/oh-story-claudecode
Claude Code / Codex / OpenCode agent skills for writing Chinese web novels (网文): 扫榜、拆文、写作、去AI味、封面全流程，长篇短篇都支持 | 13 skills for novel writing and long-form fiction with file-based continuity tracking. MIT.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
5% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1b · REPO PREDATES ITS OWNER ACCOUNT (TRANSFERRED / RE-CREATED)
S9 · CREATED JUST BEFORE WINDOW, STARS INVISIBLE IN ARCHIVE
S11 · ONE ACCOUNT GENERATES MOST OF THE "COMMUNITY" ACTIVITY
Growth Telemetry
VELOCITY /D
1.96
ACCEL
-0.03
RETENTION
3.0%
PEAK 2026-04-26 · FORK-RETENTION 73.3% · 353 STARS / WINDOW
Author Audience
AUDIENCE
3,507
FOLLOWERS
133
OWNER ★
12,804
Engagement Signals
FORKS
1,101
ISSUE AUTH
8
PR AUTH
25
UNIQUE STARGAZERS 353 / 353 (DIVERSITY 1.00)
Why This Is A Finding
zenstory-ai/oh-story-claudecode собрал 353 звёзд за окно, тогда как у автора всего 133 подписчиков — эффективная аудитория ≈ 3,507. Это даёт surprise-индекс 0.000553 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 73.3% и 33 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 8% OF 893 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 893 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 8%
VELOCITY1.962.63-0.67ABOVE 27%
RETENTION3.0%5.4%-2.3 PPABOVE 25%
FORKS1,1012,546-1,445ABOVE 29%
SURPRISE0.000.00+0.00ABOVE 54%