AI Field Guide

/goal

/goal is a Claude Code command that lets you define a clear objective and have your AI agent work toward it autonomously, so it keeps going instead of stalling and waiting on you.

/insights

/insights is a Claude Code command that reviews how you work with your AI agent and surfaces concrete, personalized ways to prompt and collaborate more effectively.

/loop

/loop keeps your AI agent working on a repeating task in the background, prompting itself each round, so it babysits the boring jobs instead of you.

/remote-control

Remote control lets you launch and steer your AI coding agent from your phone, so you can keep long-running tasks moving while you're away from your computer.

Agent Skills

A Skill is a reusable text file that teaches your AI to do a recurring task your way, so it stops guessing and starts following your rules automatically.

Progressive disclosure

Structure a Skill so the AI reads a lean top file and only pulls in the detailed references when it needs them, which keeps your context small and your token bill down.

Credential brokering

Give an AI agent access to real systems without ever handing it the real API key, by putting a proxy in the middle that checks permissions and injects the secret for it.

Critique loop

Have a second, separate model review and critique your AI's work before you accept it, which reliably beats trusting the first draft or running lots of agents in parallel.

Evals

An eval turns 'does this output look good?' into a repeatable pass rate you can actually track, so you know if a prompt tweak or a new model made things better or worse.

Design Systems

Design systems let you define consistent standards when building websites or artifacts with AI to avoid AI slop.

LLM knowledge base

Have your AI compile a pile of sources into a linked Markdown wiki you can browse and query, so it actually knows your material instead of re-reading it every time.

Local vs cloud AI

Why a desktop AI tool can do things a browser one can't, and the tradeoff you're making when you pick one over the other.

User agent

What a user agent is, why it matters for analytics and web automation, and why your AI keeps suggesting you change it.

Model routing

Route each task to the cheapest model that can handle it instead of defaulting to the top model for everything, one of the simplest ways to cut AI costs without losing momentum.

Remotion

How can I make polished, animated videos with AI if I'm not a video editor?

Voice input

Voice input lets you brief an AI by talking instead of typing, so you share more context in less time and get noticeably better output.