FINDING #5427 · UNIT ID 1121999804
AntigmaLabs/ante-preview
Ghost in your shell. Ante is a self-contained agent harness with a highly optimized core. It works like Claude Code or Codex, with none of their dependencies or model constraints.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
89% 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
16.70
ACCEL
-0.43
RETENTION
58.5%
PEAK 2026-06-27 · FORK-RETENTION 0.0% · 501 STARS / WINDOW
Author Audience
AUDIENCE
383
FOLLOWERS
118
OWNER ★
706
Engagement Signals
FORKS
6
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 501 / 501 (DIVERSITY 1.00)
Why This Is A Finding
AntigmaLabs/ante-preview собрал 501 звёзд за окно, тогда как у автора всего 118 подписчиков — эффективная аудитория ≈ 383. Это даёт surprise-индекс 0.0395 (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 14% 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 14%
VELOCITY16.704.23+12.47ABOVE 84%
RETENTION58.5%29.4%+29.1 PPABOVE 93%
FORKS692-86ABOVE 5%
SURPRISE0.040.01+0.03ABOVE 83%