Galaxy-Dawn/claude-scholar — GitHub trend

FINDING #1644 · UNIT ID 1143237475

Galaxy-Dawn/claude-scholar

Semi-automated research assistant for academic research and software development. Supports Claude Code, Codex CLI, Kimi Code CLI, and OpenCode across ideation, coding, experiments, writing, and publication.

[ PYTHON ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0173

ENGAGEMENT0.20

FRESHNESS1.39

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

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

7% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

11.07

ACCEL

+0.16

RETENTION

45.8%

PEAK 2026-06-17 · FORK-RETENTION 0.0% · 332 STARS / WINDOW

Author Audience

AUDIENCE

601

FOLLOWERS

105

OWNER ★

4,964

Engagement Signals

FORKS

397

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 332 / 332 (DIVERSITY 1.00)

Why This Is A Finding

Galaxy-Dawn/claude-scholar собрал 332 звёзд за окно, тогда как у автора всего 105 подписчиков — эффективная аудитория ≈ 601. Это даёт surprise-индекс 0.0173 (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 74% 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

SCORE0.010.00+0.01ABOVE 74%

VELOCITY11.074.23+6.83ABOVE 76%

RETENTION45.8%29.4%+16.4 PPABOVE 80%

FORKS39792+305ABOVE 82%

SURPRISE0.020.01+0.01ABOVE 61%