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Hands-on AI Cookbook
jamesgray-ai/handsonai
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Tools & Resources
MCP Server
Agents & Skills
Agents & Skills
Using Plugins
Business-First AI Framework
AI Workflow Examples
AI Registry
Agentic Coding
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Resources
Identifying and Scaling AI Use Cases
2026 Agentic Coding Trends Report
The Complete Guide to Building Skills for Claude
Learn (Learn with James)
Curated Feed
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Business-First AI Framework
Business-First AI Framework
Use AI as Your Coach
Use AI as Your Coach
Overview
Framework Coach Guide
Step 1: Analyze Workflows
Step 2: Deconstruct Workflows
Step 3: Build AI-Powered Workflows
Step 3: Build AI-Powered Workflows
3.1: Design
3.2: Construct
3.3: Run
Worked Examples
Worked Examples
Deterministic Automation
AI Collaborative
Autonomous Agent
Full Example: Content Calendar Planning
Questions
Questions
Find workflows worth applying AI to
Identify the right AI tools for a workflow
Agentic Building Blocks
Agentic Building Blocks
Model
Prompts
Prompts
Prompt Engineering
Prompt Engineering
Zero-Shot Prompting
Few-Shot Learning
Chain-of-Thought
Direct Instruction
Contextual Prompting
Role Prompting
Output Formatting
Multi-Turn Conversation
Self-Consistency and Reflection
Emotional Prompting
Reframing Prompts
Style Unbundling
Summarization and Distillation
Real-World Constraints
Resources
Questions
Questions
What is a system prompt?
Context
Context
Context Graphs
Projects
Projects
Project Instructions
Skills
Skills
Questions
Questions
Difference between a skill and an agent
Do plugin skills conflict with custom skills?
Agents
Agents
Programming Frameworks
Capability Patterns
Capability Patterns
Reflection
Tool Use
Planning
Multi-Agent Collaboration
Memory
Guardrails
Human-in-the-Loop
Orchestration Patterns
Orchestration Patterns
Sequential
Parallel
Router
Hierarchical
Handoff
Evaluator-Optimizer
Group Chat
Decentralized
Resources
MCP
MCP
Questions
Questions
How do I connect an MCP server to Claude Code
API
API
SDK
SDK
Use Cases
Use Cases
Content Creation
Content Creation
Resources
Research
Research
Resources
Coding
Coding
Resources
Data Analysis
Data Analysis
Resources
Ideation & Strategy
Ideation & Strategy
Resources
Automation
Automation
Resources
Platforms
Platforms
Claude
Claude
Getting Started
Getting Started
Claude Personalization
Projects
Projects
Claude Projects
Agents
Agents
Building Agents on Claude
Scheduling Subagents
Troubleshooting
Skills
Skills
Discover Your Best Claude Skills
Resources
Questions
Questions
Best way to name agent skills?
Schedule an automated subagent
Topics
Topics
Resources
Google Gemini
Google Gemini
Agents
Agents
Building Agents on Google
Questions
Topics
Topics
Resources
M365 Copilot
M365 Copilot
Agents
Agents
Building Agents on M365 Copilot
Topics
Topics
Resources
OpenAI
OpenAI
Agents
Agents
Building Agents on OpenAI
Questions
Topics
Topics
Resources
Builder Stack Setup
Builder Stack Setup
Terminal Basics
AI Code Editor
Git
GitHub
CLIs
AI Registry
Voice to Text
Product & Engineering
Product & Engineering
Software Development Lifecycle
Product Requirements
User Stories & Acceptance Criteria
Roadmaps & Prioritization
Stakeholder Management
Project Tracking with GitHub
Architecture Decision Records
AI Engineering
AI Engineering
Context Engineering
Patterns
Patterns
Workflow Architecture Patterns
Workflow Architecture Patterns
Augmented LLM
Prompt Chaining
Routing
Parallelization
Orchestrator-Workers
Evaluator-Optimizer
Autonomous Agents
Learn with James
Learn with James
Agentic AI for Leaders
Agentic AI for Leaders
Setup Checklist
Claude for Builders
Questions
Questions
Corporate AI Training
What People Built
Research Resources
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Curated external resources for the
Research
use case.
Resource
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Notes
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