muratcankoylan/Agent-Skills-for-Context-Engineering — GitHub trend

FINDING #2598 · UNIT ID 1120349776

muratcankoylan/Agent-Skills-for-Context-Engineering

A comprehensive collection of Agent Skills for context engineering, multi-agent architectures, and production agent systems. Use when building, optimizing, or debugging agent systems that require effective context management.

[ PYTHON ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00904

ENGAGEMENT0.20

FRESHNESS1.40

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

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

4% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

24.63

ACCEL

+1.01

RETENTION

49.5%

PEAK 2026-07-14 · FORK-RETENTION 0.0% · 739 STARS / WINDOW

Author Audience

AUDIENCE

2,685

FOLLOWERS

733

OWNER ★

19,517

Engagement Signals

FORKS

1,420

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 739 / 739 (DIVERSITY 1.00)

Why This Is A Finding

muratcankoylan/Agent-Skills-for-Context-Engineering собрал 739 звёзд за окно, тогда как у автора всего 733 подписчиков — эффективная аудитория ≈ 2,685. Это даёт surprise-индекс 0.00904 (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 59% 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 59%

VELOCITY24.634.23+20.40ABOVE 89%

RETENTION49.5%29.4%+20.1 PPABOVE 84%

FORKS1,42092+1,328ABOVE 94%

SURPRISE0.010.01-0.00ABOVE 43%