lingzhi227/agent-research-skills — GitHub trend

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FINDING #4954 · UNIT ID 1162231772

lingzhi227/agent-research-skills

Skills for Claude Code — deep-research: systematic academic literature review

[ PYTHON ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0372

ENGAGEMENT0.20

FRESHNESS1.40

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

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

35% OF STARS IN ARCHIVE

[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:

S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS

S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS

S10 · S10

Growth Telemetry

VELOCITY /D

2.47

ACCEL

+0.03

RETENTION

49.2%

PEAK 2026-06-21 · FORK-RETENTION 0.0% · 74 STARS / WINDOW

Author Audience

AUDIENCE

FOLLOWERS

OWNER ★

213

Engagement Signals

FORKS

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 74 / 74 (DIVERSITY 1.00)

Why This Is A Finding

lingzhi227/agent-research-skills собрал 74 звёзд за окно, тогда как у автора всего 5 подписчиков — эффективная аудитория ≈ 26. Это даёт surprise-индекс 0.0372 (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 21% 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 21%

VELOCITY2.474.23-1.77ABOVE 27%

RETENTION49.2%29.4%+19.8 PPABOVE 84%

FORKS2592-67ABOVE 19%

SURPRISE0.040.01+0.03ABOVE 81%