FINDING #8837 · UNIT ID 1179164349
chrisworsey55/atlas-gic
ATLAS by General Intelligence Capital — Self-improving AI trading agents using Karpathy-style autoresearch
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
1% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
2.29
ACCEL
-0.11
RETENTION
73.3%
PEAK 2026-09-07 · FORK-RETENTION 0.0% · 16 STARS / WINDOW
Author Audience
AUDIENCE
246
FOLLOWERS
27
OWNER ★
2,193
Engagement Signals
FORKS
395
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 16 / 16 (DIVERSITY 1.00)
Why This Is A Finding
chrisworsey55/atlas-gic собрал 16 звёзд за окно, тогда как у автора всего 27 подписчиков — эффективная аудитория ≈ 246. Это даёт surprise-индекс 0.00798 (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 10% OF 9789 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9789 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 10%
VELOCITY2.293.43-1.14ABOVE 31%
RETENTION73.3%37.5%+35.8 PPABOVE 93%
FORKS395120+275ABOVE 77%
SURPRISE0.010.01+0.00ABOVE 52%