FINDING #4139 · UNIT ID 1187461552
lasywolf/Learn-OpenClaw
Learn agent fundamentals from scratch in one day (about 9 hours)! I wrote this tutorial to show that agents are actually very simple. 零基础一天 （9小时）学完agent！写这个教程就是想告诉大家，Agent其实非常简单！
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
67% 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
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
3.37
ACCEL
-0.04
RETENTION
22.1%
PEAK 2026-05-08 · FORK-RETENTION 0.0% · 303 STARS / WINDOW
Author Audience
AUDIENCE
72
FOLLOWERS
23
OWNER ★
491
Engagement Signals
FORKS
31
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 303 / 303 (DIVERSITY 1.00)
Why This Is A Finding
lasywolf/Learn-OpenClaw собрал 303 звёзд за окно, тогда как у автора всего 23 подписчиков — эффективная аудитория ≈ 72. Это даёт surprise-индекс 0.03 (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 35% 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 35%
VELOCITY3.373.99-0.63ABOVE 43%
RETENTION22.1%17.1%+4.9 PPABOVE 61%
FORKS3190-58ABOVE 20%
SURPRISE0.030.01+0.02ABOVE 79%