About this episode

The episode discusses the mechanics of AI agents and how to effectively build custom skills for improved productivity.

I sit down with Ras Mic to break down how AI agents actually work and why most people are using them wrong. Ras Mic explains the mechanics of context windows, makes the case that agent md files are largely unnecessary, and shares his step-by-step methodology for building custom skills that make agents dramatically more productive. Whether you're coding with Claude Code or automating workflows with OpenClaw, this episode gives you the foundational knowledge to stop wasting tokens and start getting real results from your AI tools. Timestamps 00:00 – Intro 00:42 – The Models Are Good Now 01:20 – How Context Windows Actually Work 04:55 – The Power of Skills 09:17 – How to create Skills 16:35 – Skill Maxxing 19:05 – What you need too build a project 20:40 – Recursively Building and Improving Skills 29:23 – Context Window Management and Token Efficiency 33:02 – Closing Thoughts Key Points The models (Opus 4.6, GPT 5.4) are exceptionally good now — the differentiator is the context and harness you build around them. Agent md and claude md files get loaded into context on every single turn, burning tokens and degrading performance as the context window fills up. 95% of users can skip…

People in this episode

Host: Greg Isenberg

Guest: Ras Mic

Topics covered

• AI agents
• context windows
• productivity
• skills development
• token efficiency

Keywords

• AI agents
• context windows
• skills
• token efficiency
• Claude Code
• OpenClaw
• productivity
• workflow automation

Mentioned in this episode

Products: Claude Code, OpenClaw

Books & works: Opus 4.6, GPT 5.4

More episodes of The Startup Ideas Podcast

• Codex clearly explained (and how to use it) · April 27, 2026 · 1h 26m
• ChatGPT Images 2.0 Is Here. I Tested Everything. · April 22, 2026 · 32 min
• Hermes Agent clearly explained (and how to use it) · April 20, 2026 · 37 min
• Claude Design blew my mind · April 18, 2026 · 60 min
• Seedance 2.0: Make 100 AI Ads in 33 mins · April 17, 2026 · 33 min
• My Claude Code marketing stack (It just works) · April 13, 2026 · 35 min

Explore listener stats, chart rankings, contacts and more on the The Startup Ideas Podcast podcast page.