FINDING #4757 · UNIT ID 1225620122
Darwin-Agent/HarnessX
HarnessX is a harness foundry: forge any number of agent harnesses from reusable processors and bundles, pair each with any model, and evolve them through training.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
84% 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
6.77
ACCEL
-0.01
RETENTION
15.9%
PEAK 2026-07-05 · FORK-RETENTION 0.0% · 203 STARS / WINDOW
Author Audience
AUDIENCE
82
FOLLOWERS
12
OWNER ★
291
Engagement Signals
FORKS
30
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 203 / 203 (DIVERSITY 1.00)
Why This Is A Finding
Darwin-Agent/HarnessX собрал 203 звёзд за окно, тогда как у автора всего 12 подписчиков — эффективная аудитория ≈ 82. Это даёт surprise-индекс 0.0554 (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 24% OF 6295 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 24%
VELOCITY6.774.23+2.53ABOVE 65%
RETENTION15.9%29.4%-13.5 PPABOVE 23%
FORKS3092-62ABOVE 22%
SURPRISE0.060.01+0.04ABOVE 89%