FINDING #4944 · UNIT ID 1072725553
radixark/miles
Miles is an enterprise-facing reinforcement learning framework for LLM and VLM post-training, forked from and co-evolving with slime.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
59% 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
5.71
ACCEL
+0.02
RETENTION
22.1%
PEAK 2026-05-06 · FORK-RETENTION 0.0% · 1,027 STARS / WINDOW
Author Audience
AUDIENCE
884
FOLLOWERS
266
OWNER ★
1,761
Engagement Signals
FORKS
312
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,027 / 1,027 (DIVERSITY 1.00)
Why This Is A Finding
radixark/miles собрал 1,027 звёзд за окно, тогда как у автора всего 266 подписчиков — эффективная аудитория ≈ 884. Это даёт surprise-индекс 0.00617 (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 17% 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 17%
VELOCITY5.713.29+2.41ABOVE 69%
RETENTION22.1%11.3%+10.8 PPABOVE 75%
FORKS31299+213ABOVE 79%
SURPRISE0.010.01-0.00ABOVE 38%