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INTELLIGENCE LIBRARY

243 items indexed · AI tools, prompts, hooks & techniques

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technique
Advanced

On-Device LLM Inference Optimization Techniques for 2026

This guide details advanced methods for running large language models directly on mobile and edge devices. By using techniques like model compression (quantization) and efficient processing (speculative decoding), developers can create faster, more private, and lower-cost AI applications that work without a constant internet connection.

General
Web
plugin
Intermediate

Everything Claude Code: An Agent Optimization System

This is a comprehensive toolkit for developers using AI coding assistants. It provides a set of pre-built configurations, skills, and security tools to improve the AI's performance and memory, allowing teams to build more powerful and reliable applications with AI's help.

General
GitHub
workflow
Advanced

Claude Code Advanced Workflows: CLAUDE.md, Sub-Agents, and Cost Optimization for Production Development

This guide shows developers how to use Claude Code as an orchestrated agent system rather than a simple chatbot, using a structured CLAUDE.md config file, planning modes, and specialized sub-agents to reduce bugs and speed up delivery. It covers practical cost controls like context compacting schedules and checkpoint patterns to prevent runaway API costs. Business owners get a blueprint for integrating AI into real development pipelines with measurable productivity gains.

Claude Code
Web