prompt-optimization

🚀 Lightweight Python library for building production LLM applications with smart context management and automatic token optimization. Save 10-20% on API costs while fitting RAG docs, chat history, and prompts into your token budget.

Claude Code skill that forces AI to understand before executing. Three disciplines: cognition check, requirement understanding, method search.

local-first MCP discovery runtime for agents — search before invoke, reduce prompt bloat, and route to local MCP tools