signerless/llm-checker — GitHub trend

FINDING #5273 · UNIT ID 1014881864

signerless/llm-checker

Advanced CLI tool that scans your hardware and tells you exactly which LLM or sLLM models you can run locally, with full Ollama integration.

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SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00447

ENGAGEMENT0.31

FRESHNESS1.17

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

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

2% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

2.00

ACCEL

+0.10

RETENTION

48.3%

PEAK 2026-08-18 · FORK-RETENTION 0.0% · 60 STARS / WINDOW

Author Audience

AUDIENCE

408

FOLLOWERS

106

OWNER ★

3,015

Engagement Signals

FORKS

198

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 60 / 60 (DIVERSITY 1.00)

Why This Is A Finding

signerless/llm-checker собрал 60 звёзд за окно, тогда как у автора всего 106 подписчиков — эффективная аудитория ≈ 408. Это даёт surprise-индекс 0.00447 (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 45% OF 9591 FINDINGS

#01zouyuxuan122/Deepseek-Harness-EAC[ JAVASCRIPT ]0.43 #03MeteorNOX/DeepSeek-Balance-Whale-Widget[ JAVASCRIPT ]0.41 #04ysr666/dsh-vision-router[ JAVASCRIPT ]0.41 #07yjh051108/dsh-routing-suite[ JAVASCRIPT ]0.38 #10myYangyunfan/dsh_desktop[ JAVASCRIPT ]0.37

METRICS IN CONTEXT

MEDIAN ACROSS ALL 9591 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 45%

VELOCITY2.003.63-1.63ABOVE 19%

RETENTION48.3%24.8%+23.5 PPABOVE 89%

FORKS198120+78ABOVE 62%

SURPRISE0.000.01-0.00ABOVE 36%