The field guide to building with AI.
Read. Build. Ship.
In-depth guides, a curated AI tool directory, and a plain-language glossary for anyone working with AI — plus ready-to-use agents, skills, and commands if you build with Claude Code.
Who are you?
Pick a role for a curated path through the hub
- DevelopersClaude Code, coding agents, skills, MCP, and the engineering guides, tools, and installables that make AI-assisted development actually ship.61 resources
- Founders & non-technical buildersBuild and run a product without an engineering team: Claude Code in plain language, AI app builders, automation, and which Claude plan to pay for.71 resources
- Marketers & content teamsClaude for marketing and content work: brand-voice skills, research workflows, the official marketing plugin, and the AI writing tools worth paying for.72 resources
- DesignersClaude Design, Figma-to-code with Claude Code, design-system upkeep, and the AI design and image tools that fit a working designer's stack.52 resources
- Data & analytics teamsClaude for data analysis: Claude for Excel, text-to-SQL, notebooks with Claude Code, checking AI analyses, and the analytics tools that hold up.54 resources
Latest guides
New tutorials and deep-dives
How to Check an AI Data Analysis Before You Trust It
Eight ways an AI-generated analysis goes wrong, the specific check that catches each one, and a copyable checklist to run before a number ships.
Claude Code for Data Analysts: Notebooks, SQL, and CSV Work Without a Data Engineer
Run analysis work in Claude Code: an analysis repo with CLAUDE.md, a CSV profiling pass, a pandas loop, a read-only warehouse query, and permission rules.
Anthropic's Data Plugin for Claude: Every Skill Explained
Every skill in Anthropic's open-source data plugin for Claude Cowork and Claude Code, the warehouse connectors it expects, the install commands, and its gaps.
Claude for Data Analysis: The Complete 2026 Guide
The four surfaces where Claude touches data, what the code execution sandbox really is, how an AI analysis fails silently, and the checks that catch it.
Claude for Excel: What It Does, Where It Fails, How to Use It
Install it from AppSource, learn which Excel builds are supported, use cell-level citations, and apply the review discipline before a workbook leaves your desk.
Claude Skills for Data Analysts: 5 to Upload Today
Five portable skills that make Claude behave like a careful analyst: first look, chart choice, memo writing, SQL explanation, and formula auditing.
Tutorials and deep-dives
- → Building Agents with the Claude Agent SDK
- → Codex Subagents: Parallel Work Without Losing Control
- → LLM API Pricing in 2026: Every Major Model Compared
The AI tooling directory
browseAI terms, defined precisely
browseSpecialized subagents for focused work
browseReusable capabilities Claude loads on demand
browseSlash commands for Claude Code
browseBrowse by topic
// also available as a CLI
Prefer the terminal? The agentscamp npm package installs any agent, skill, or command into Claude Code. how it works →
$ npx agentscamp add skills/dependency-audit