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

FINDING #2019 · 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

SURPRISE0.0148

ENGAGEMENT0.20

FRESHNESS1.00

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

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

2% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

40.43

ACCEL

+5.29

RETENTION

49.5%

PEAK 2026-07-14 · FORK-RETENTION 0.0% · 283 STARS / WINDOW

Author Audience

AUDIENCE

2,685

FOLLOWERS

733

OWNER ★

19,517

Engagement Signals

FORKS

1,420

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 283 / 283 (DIVERSITY 1.00)

Why This Is A Finding

muratcankoylan/Agent-Skills-for-Context-Engineering собрал 283 звёзд за окно, тогда как у автора всего 733 подписчиков — эффективная аудитория ≈ 2,685. Это даёт surprise-индекс 0.0148 (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 71% OF 6892 FINDINGS

#01MDX-Tom/gpt-5.6-instruct[ PYTHON ]0.86 #02Git-creat7/grokRegister-cpa[ PYTHON ]0.67 #04William-Lu-stack/LuxyAI[ PYTHON ]0.52 #05AlephAITech/WorkBuddyGuide[ PYTHON ]0.51 #06Cjbuilds/Codex-Orchestration[ PYTHON ]0.51

METRICS IN CONTEXT

MEDIAN ACROSS ALL 6892 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00+0.00ABOVE 71%

VELOCITY40.434.14+36.29ABOVE 93%

RETENTION49.5%40.6%+8.9 PPABOVE 60%

FORKS1,42089+1,331ABOVE 95%

SURPRISE0.010.01+0.00ABOVE 59%