FINDING #7242 · 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)
55% 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
84.00
ACCEL
+1.71
RETENTION
86.2%
PEAK 2026-08-09 · FORK-RETENTION 8.7% · 588 STARS / WINDOW
Author Audience
AUDIENCE
1,042
FOLLOWERS
234
OWNER ★
2,872
Engagement Signals
FORKS
90
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 588 / 588 (DIVERSITY 1.00)
Why This Is A Finding
tsingyuai/growth-lab собрал 588 звёзд за окно, тогда как у автора всего 234 подписчиков — эффективная аудитория ≈ 1,042. Это даёт surprise-индекс 0.0776 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 8.7% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 26% OF 9721 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9721 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 26%
VELOCITY84.003.43+80.57ABOVE 98%
RETENTION86.2%32.1%+54.1 PPABOVE 98%
FORKS90130-40ABOVE 41%
SURPRISE0.080.01+0.07ABOVE 94%