FINDING #3866 · UNIT ID 1186202698
NarratorAI-Studio/narrator-ai-cli-skill
AI 解说大师 — Agent skill；封装 narrator-ai-cli 供 Claude/Codex 等工具调用
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
94% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S1b · REPO PREDATES ITS OWNER ACCOUNT (TRANSFERRED / RE-CREATED)
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
15.88
ACCEL
-0.01
RETENTION
8.5%
PEAK 2026-06-08 · FORK-RETENTION 0.0% · 1,429 STARS / WINDOW
Author Audience
AUDIENCE
376
FOLLOWERS
21
OWNER ★
1,610
Engagement Signals
FORKS
216
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,429 / 1,429 (DIVERSITY 1.00)
Why This Is A Finding
NarratorAI-Studio/narrator-ai-cli-skill собрал 1,429 звёзд за окно, тогда как у автора всего 21 подписчиков — эффективная аудитория ≈ 376. Это даёт surprise-индекс 0.0382 (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 39% 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 39%
VELOCITY15.883.99+11.88ABOVE 86%
RETENTION8.5%17.1%-8.7 PPABOVE 25%
FORKS21690+127ABOVE 72%
SURPRISE0.040.01+0.03ABOVE 87%