Features and capabilities
Hands-on guides for Claude features: skills, Claude Code, enterprise setup, MCP, integrations, and more.
58 articles
Core Foundations
Start here: prompting, Claude Apps, and everyday productivity
Prompting Essentials
Contract prompts, XML structuring, few-shot calibration, chaining, and practical iteration.
Models, Tokens, and Context Windows
Claude model family, token economics, context windows, prompt caching, and choosing the right model.
System Prompts and Tool Use
Writing system prompts, tool schemas, the tool call loop, multi-step tools, and best practices.
Coding with Claude
Scoped implementation, pattern matching, refactoring, debugging, and code review with Claude.
Claude Apps: Projects & Artifacts
Projects, Artifacts, web search, uploads, Connectors, memory, custom styles, and plan differences.
Use Cases by Role
Sales, marketing, finance, HR, legal, and research. Practical examples you can try right away.
Claude Tools and Products
Claude Code, Slack, Excel, PowerPoint, Chrome. Work with Claude where you already work.
Researching with Claude
Systematic, multi-source investigation with citations. Extended thinking and connected integrations.
Claude API
Build applications with the Messages API, tool use, RAG, and advanced features
API Overview & First Request
Claude model family, the five-step request lifecycle, SDK setup, your first API call, and response structure.
Conversations & Streaming
Multi-turn conversations, system prompts, temperature control, response streaming, and structured data extraction.
Tool Use with Claude
Tool schemas, tool functions, handling message blocks, sending results, multi-turn tools, and built-in tools.
RAG and Agentic Search
Retrieval Augmented Generation, text chunking, embeddings, BM25 lexical search, and multi-index pipelines.
Advanced API Features
Extended thinking, image and PDF support, citations, prompt caching, code execution, and the Files API.
Claude on Google Cloud (Vertex AI)
Access Claude through Google Cloud Vertex AI: setup, authentication, and the full API
Introduction to Claude on Vertex AI
Why Vertex AI, Anthropic overview, model tiers, and how Vertex AI compares to the direct API.
Vertex AI Setup & First Request
GCP project setup, enabling the Claude API, authentication, SDK installation, and your first request.
Conversations, Streaming, and Structured Data
Multi-turn conversations, system prompts, temperature, response streaming, and structured data extraction.
Prompt Engineering for Claude
Being clear and direct, being specific, XML tags, few-shot examples, and hands-on exercises.
Prompt Evaluation
Eval workflows, generating test datasets, running evals, model-based and code-based grading.
Tool Use with Claude on Vertex AI
Tool schemas, tool functions, message blocks, multi-turn tools, batch tool, web search, and text editing.
Retrieval Augmented Generation on Vertex AI
Text chunking, embeddings, BM25 search, multi-index pipelines, reranking, and contextual retrieval.
Advanced Claude Features on Vertex AI
Extended thinking, image and PDF support, citations, and prompt caching rules and implementation.
MCP, Apps, and Agentic Workflows
Model Context Protocol, Claude Code, computer use, parallelization, chaining, routing, and agent patterns.
Claude Code Essentials
Master the CLI: CLAUDE.md, workflows, subagents, hooks, MCP, and advanced techniques
The CLAUDE.md File
/init, file locations, @ mentions, /memory, and persistent project context.
Explore, Plan, Code, Commit
Built-in tools, Plan Mode, effort levels, context management, and the four-phase workflow.
Subagents
Delegate tasks to isolated context windows. Create custom agents with /agents, preload skills.
Hooks
Deterministic lifecycle commands: auto-format, block dangerous ops, compliance logging.
MCP in Claude Code
Add MCP servers, HTTP vs stdio, scoping (local/user/project), context costs, /mcp command.
Parallelizing Claude Code
Run multiple Claude instances with git worktrees, avoid file conflicts, and merge branches back.
Custom Slash Commands
Create .claude/commands, use $ARGUMENTS, automate worktrees, deployments, and team workflows.
Extending with MCP Servers
Connect Sentry, Playwright, Figma, Jira, Slack, and custom servers. Build your own MCP tools.
Automated Debugging
Debug production errors with CloudWatch, Sentry MCP, parallel instances, and automated fix pipelines.
Agent ViewNew
Manage multiple agents from one dashboard. Background sessions, /bg, claude --bg, and the supervisor.
GitHub Integration
Automated PRs, issue handling, CI/CD with eval gates, headless mode, and the full SDLC.
Computer Use
Claude controls your desktop: screenshots, clicks, typing, Docker setup, and browser automation.
Skills
Extend Claude with specialized knowledge and reusable workflows
Use Skills in Claude
Enable, discover, create, and share skills. Includes enterprise provisioning and best practices.
Creating Your First Skill
Hands-on: build a SKILL.md from scratch with frontmatter, instructions, testing, and iteration.
Configuration and Multi-File Skills
references/, scripts/, assets/ directories. Progressive disclosure and advanced frontmatter.
Skills vs. Other Claude Code Features
Decision framework: when to use skills, CLAUDE.md, hooks, MCP tools, or slash commands.
Sharing Skills
Repository commits, plugins, enterprise managed settings, and configuring subagents with skills.
Troubleshooting Skills
Skills validator, triggering issues, priority conflicts, runtime errors, and the quick checklist.
MCP Development
Build MCP servers and clients from scratch
MCP Fundamentals & Server Development
Architecture, primitives (Tools/Resources/Prompts), client-server communication, and why MCP exists.
Building MCP Servers
Define tools with the Python SDK, FastMCP decorators, document management project, MCP Inspector.
MCP Client Implementation & Advanced Features
Build the client side: list_tools, call_tool, resources, prompts, and the complete application flow.
MCP Advanced Topics
Sampling, logging/progress, roots permissions, production deployment, stateless HTTP.
MCP Transports & Communication
JSON-RPC messages, stdio vs StreamableHTTP, SSE, initialization handshake, four communication scenarios.
MCP Builder Skill
Four-phase approach to building production MCP servers: research, implement, test with Inspector, and evaluate.
Enterprise Administration
Identity, security, seats, connectors, and governance for Claude admins
SSO, Provisioning & Identity Management
SAML/OIDC SSO, SCIM provisioning, domain verification, IdP group mapping, and admin roles.
Audit Logs, Security Posture, and Compliance
Audit trails, Trust Center, data handling, managed settings, API key governance, and incident response.
Seat Management & Cost Controls
Chat vs Code seats, spend limits, usage monitoring, cost optimization, and scaling from pilot to org.
Connector Admin Setup & Governance
Four-step admin setup, action restrictions, Enterprise Search config, security model, and hardening checklists.
Connectors & Integrations
Connect Claude to your tools, data, and workflows
Use Connectors in Claude
Set up web connectors and desktop extensions. Connect Google Drive, Slack, Notion, Asana, and more.
Enterprise Search
Search across your organization's tools and data. Team and Enterprise plans. Admin setup and user guide.
Plugins
Bundle MCPs, skills, and tools into single packages. Browse the directory and build your own.
Cowork
Claude's desktop companion for multi-step, real-world work
Scheduled & Recurring Tasks
Set up tasks that Claude runs automatically: daily, weekly, or custom schedules.
Permissions, Usage, & Choosing Your Model
Safety boundaries, usage allocation, model selection, and the habit of reviewing outputs.
Getting Started: Your First 5 Steps
Install a plugin, run something real, make a skill, schedule it, share it.
Knowledge Check & Summary
Test your knowledge and review what you learned