duolahypercho/gauntlet-loop — GitHub trend

FINDING #6009 · UNIT ID 1314245212

duolahypercho/gauntlet-loop

Gauntlet Loop — aim-prompt skill for Claude Code and Codex. Fan-out builders, harsh separate critic, blind A/B against an unreachable reference. You are the brake.

[ SHELL ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00469

ENGAGEMENT0.20

FRESHNESS1.00

SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE

SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)

12% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

1.57

ACCEL

+1.18

RETENTION

0.0%

PEAK 2026-08-10 · FORK-RETENTION 0.0% · 11 STARS / WINDOW

Author Audience

AUDIENCE

295

FOLLOWERS

OWNER ★

2,383

Engagement Signals

FORKS

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 11 / 11 (DIVERSITY 1.00)

Why This Is A Finding

duolahypercho/gauntlet-loop собрал 11 звёзд за окно, тогда как у автора всего 57 подписчиков — эффективная аудитория ≈ 295. Это даёт surprise-индекс 0.00469 (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 38% OF 9721 FINDINGS

#153mikiarlo3/awesome-growth-hacking-skills[ SHELL ]0.10 #168amoghmunikote/cmpunlocker[ SHELL ]0.0943 #223maliubiao/dgx-spark-2-deepseek-flash-0731[ SHELL ]0.0694 #234vinvcn/mattpocock-skills-zh-CN[ SHELL ]0.0632 #236mohi-devhub/antivibe[ SHELL ]0.0627

METRICS IN CONTEXT

MEDIAN ACROSS ALL 9721 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 38%

VELOCITY1.573.43-1.86ABOVE 7%

RETENTION0.0%32.1%-32.1 PPABOVE 0%

FORKS9130-121ABOVE 8%

SURPRISE0.000.01-0.00ABOVE 42%