SamurAIGPT/llm-wiki-agent — GitHub trend

FINDING #3976 · UNIT ID 630824392

SamurAIGPT/llm-wiki-agent

A personal knowledge base that builds and maintains itself. Drop in sources — Claude (or Codex/Gemini) reads them, extracts knowledge, and maintains a persistent interlinked wiki. Works with Claude Code, Codex, OpenCode, Gemini CLI. No API key needed.

[ PYTHON ][ ORG ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00203

ENGAGEMENT0.20

FRESHNESS1.38

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

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

9% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

9.87

ACCEL

-0.19

RETENTION

41.1%

PEAK 2026-06-17 · FORK-RETENTION 0.0% · 296 STARS / WINDOW

Author Audience

AUDIENCE

4,831

FOLLOWERS

572

OWNER ★

18,437

Engagement Signals

FORKS

371

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 296 / 296 (DIVERSITY 1.00)

Why This Is A Finding

SamurAIGPT/llm-wiki-agent собрал 296 звёзд за окно, тогда как у автора всего 572 подписчиков — эффективная аудитория ≈ 4,831. Это даёт surprise-индекс 0.00203 (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 37% OF 6295 FINDINGS

#01shy3130/tickflow-stock-panel[ PYTHON ]0.46 #06Panniantong/Agent-Reach[ PYTHON ]0.29 #10sums001/Windows-Copilot-API[ PYTHON ]0.27 #12HUANGCHIHHUNGLeo/claude-real-video[ PYTHON ]0.24 #14realiti4/claude-swap[ PYTHON ]0.21

METRICS IN CONTEXT

MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 37%

VELOCITY9.874.23+5.63ABOVE 74%

RETENTION41.1%29.4%+11.7 PPABOVE 72%

FORKS37192+279ABOVE 81%

SURPRISE0.000.01-0.01ABOVE 19%