FINDING #4039 · UNIT ID 1104370536
ChatLab/ChatLab
Local-first chat history analyzer with AI. | 本地优先的 AI 聊天记录分析工具
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
73% 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
28.28
ACCEL
-0.40
RETENTION
3.6%
PEAK 2026-01-22 · FORK-RETENTION 0.0% · 5,091 STARS / WINDOW
Author Audience
AUDIENCE
1,426
FOLLOWERS
18
OWNER ★
6,950
Engagement Signals
FORKS
1,456
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 5,091 / 5,091 (DIVERSITY 1.00)
Why This Is A Finding
ChatLab/ChatLab собрал 5,091 звёзд за окно, тогда как у автора всего 18 подписчиков — эффективная аудитория ≈ 1,426. Это даёт surprise-индекс 0.0193 (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 32% OF 5944 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5944 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 32%
VELOCITY28.283.29+24.99ABOVE 95%
RETENTION3.6%11.3%-7.8 PPABOVE 14%
FORKS1,45699+1,357ABOVE 97%
SURPRISE0.020.01+0.01ABOVE 74%