FINDING #8042 · 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)
3% 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
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
10.57
ACCEL
-1.11
RETENTION
19.2%
PEAK 2026-08-24 · FORK-RETENTION 21.4% · 74 STARS / WINDOW
Author Audience
AUDIENCE
588
FOLLOWERS
32
OWNER ★
2,488
Engagement Signals
FORKS
319
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 74 / 74 (DIVERSITY 1.00)
Why This Is A Finding
NarratorAI-Studio/narrator-ai-cli-skill собрал 74 звёзд за окно, тогда как у автора всего 32 подписчиков — эффективная аудитория ≈ 588. Это даёт surprise-индекс 0.0168 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 21.4% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 18% OF 9760 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9760 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 18%
VELOCITY10.573.71+6.86ABOVE 79%
RETENTION19.2%38.0%-18.9 PPABOVE 25%
FORKS31986+233ABOVE 80%
SURPRISE0.020.01+0.01ABOVE 64%