FINDING #7254 · UNIT ID 1310666689
tsingyuai/growth-lab
An end-to-end growth tool that understands the product, fetch the data it needs, researches the market, executes campaigns, and reviews results to improve the next round of growth. 从代码到市场的开源端到端增长工具。理解产品、接入信息渠道、研究市场、执行增长行动，并基于真实数据自我改进。
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
99% 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
Growth Telemetry
VELOCITY /D
81.29
ACCEL
+1.71
RETENTION
65.8%
PEAK 2026-07-31 · FORK-RETENTION 81.1% · 569 STARS / WINDOW
Author Audience
AUDIENCE
850
FOLLOWERS
195
OWNER ★
2,301
Engagement Signals
FORKS
53
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 569 / 569 (DIVERSITY 1.00)
Why This Is A Finding
tsingyuai/growth-lab собрал 569 звёзд за окно, тогда как у автора всего 195 подписчиков — эффективная аудитория ≈ 850. Это даёт surprise-индекс 0.0913 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 81.1% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 25% OF 9733 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9733 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 25%
VELOCITY81.293.57+77.71ABOVE 97%
RETENTION65.8%37.5%+28.3 PPABOVE 87%
FORKS5398-45ABOVE 35%
SURPRISE0.090.01+0.08ABOVE 95%