FINDING #3558 · UNIT ID 1182106379
iamlukethedev/Claw3D
Claw3D is an open source 3D engine built on OpenClaw for creating games, simulations, and high-performance 3D applications.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
100% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S4 · MORE WINDOW STARS THAN LIVE STARS (PURGED FAKES?)
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
11.69
ACCEL
+0.01
RETENTION
9.3%
PEAK 2026-03-21 · FORK-RETENTION 0.0% · 2,104 STARS / WINDOW
Author Audience
AUDIENCE
348
FOLLOWERS
137
OWNER ★
2,106
Engagement Signals
FORKS
549
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 2,104 / 2,104 (DIVERSITY 1.00)
Why This Is A Finding
iamlukethedev/Claw3D собрал 2,104 звёзд за окно, тогда как у автора всего 137 подписчиков — эффективная аудитория ≈ 348. Это даёт surprise-индекс 0.0302 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 40% 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 40%
VELOCITY11.693.29+8.39ABOVE 85%
RETENTION9.3%11.3%-2.0 PPABOVE 43%
FORKS54999+450ABOVE 89%
SURPRISE0.030.01+0.02ABOVE 92%