mecw-patterns

67 stars 11 forks
31

Maximum Effective Context Window (MECW) theory and practical patterns forpreventing hallucinations through context management. Implements the 50% rule.Triggers: MECW, context window, hallucination prevention, 50% rule, context pressure,token optimization, context management, safe budgetingUse when: implementing context-aware systems, preventing hallucinations,monitoring context pressure, planning token budgetsDO NOT use when: simple operations without context pressure concerns.Consult this sk...

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Installation for Agentic Skill

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skilz install athola/claude-night-market/mecw-patterns
skilz install athola/claude-night-market/mecw-patterns --agent opencode
skilz install athola/claude-night-market/mecw-patterns --agent codex
skilz install athola/claude-night-market/mecw-patterns --agent gemini

First time? Install Skilz: pip install skilz

Works with 14 AI coding assistants

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Download Agent Skill ZIP

Extract and copy to ~/.claude/skills/ then restart Claude Desktop

1. Clone the repository:
git clone https://github.com/athola/claude-night-market
2. Copy the agent skill directory:
cp -r claude-night-market/plugins/leyline/skills/mecw-patterns ~/.claude/skills/

Need detailed installation help? Check our platform-specific guides:

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Agentic Skill Details

Stars
67
Forks
11
Type
Technical
Meta-Domain
media
Primary Domain
monitoring
Market Score
31

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