0:00 / 0:00

The Skill That 10x’d My Claude Code Projects

Name: The Skill That 10x’d My Claude Code Projects
Uploaded: 2026-06-16T13:41:28.667Z
Duration: 7 min 24 s
Channel: Nate Herk | AI Automation
Description: Video about a 'grill-me skill' for Claude AI projects that systematically extracts process information from your head into knowledge documents. The author explains how checkpointing and front-loaded context accelerates iterations.

Nate Herk | AI Automation16 June 2026Watch on YouTube

Part of series

Ep. 1 · Claude Code Slash Commands

Geavanceerde Claude Code-functies zoals /goal voor autonome en efficiënte AI-workflows.

View the series

Description

My FREE AI OS Course: https://www.skool.com/ai-automation-society/about?el=grill-me-skill&hcategory=youtube-videos&utm_campaign=free-group Full courses + unlimited support: https://www.skool.com/ai-automation-society-plus/about?el=grill-me-skill&hcategory=youtube-videos&utm_campaign=ais-plus Apply for my YT podcast: https://podcast.nateherk.com/apply Work with me: https://uppitai.com/ My Tools💻 FREE MONTH voice to text: https://get.glaido.com/nate Code NATEHERK for 10% off VPS (annual plan): https://www.hostinger.com/vps/claude-code-hosting The hardest part of building a good AI system isn't the prompts, it's getting everything out of your head and into the system. In this video I break down the grill-me skill, which relentlessly interviews you about a process and writes it all back to a knowledge doc so nothing gets lost. I show how I built this to checkpoint after every answer, why front-loading context gets your skills to 90% on the first try instead of grinding through 30 iterations, and how to start grilling yourself today. Sponsorship Inquiries: 📧 nate@smoothmedia.co Connect with me: https://www.linkedin.com/in/nateherkelman/ https://x.com/nateherk https://www.instagram.com/nateherk/ TIMESTAMPS 0:00 The Hardest Part Is Extraction 1:03 What The Grill Me Skill Does 2:11 Checkpointing 3:00 Brainstorm Files In Action 4:00 Why It's Worth It 5:22 Get it FREE 7:05 Final Thoughts

What you'll learn

The 'grill-me skill' systematically extracts knowledge by having Claude repeatedly ask questions about a process and document everything into a knowledge file.
Checkpointing after each answer ensures nothing is lost and maintains progress when building knowledge documents.
Front-loading context helps your AI system achieve 90% efficiency on the first try instead of grinding through 30 iterations.

Frequently asked questions

What is the 'grill-me skill' and how does it help with AI projects?

The grill-me skill is a technique where Claude interviews you about a process and stores all information in a knowledge document. This ensures your knowledge gets transferred from your head into the system so nothing is lost.

Why is checkpointing important when building knowledge documents?

Checkpointing after each answer ensures progress is saved and protected against information loss. This makes the process more reliable and efficient.

How does front-loading context help your AI system improve faster?

By putting context into the system upfront, you achieve 90% efficiency on your first attempt instead of going through dozens of iterations. This saves time and resources.

Topics

ai-automation claude knowledge-extraction prompt-engineering ai-workflow

In this video

Accel