Claude Code Workflows
Daily-driver tricks, hidden commands, and productivity patterns for power users of Claude Code. Includes /compact, /btw, /simplify, /batch, effort levels, opus plan mode, token hacks, git worktrees, auto mode, buddy easter egg.
What Is Claude Code Auto-Memory? How Your AI Agent Learns From Its Own Mistakes
Claude Code's auto-memory feature lets the agent accumulate knowledge across sessions without manual updates to claude.md. Here's how it works.
What Is Social Context Anchoring Bias in AI Agents?
Social anchoring bias causes AI agents to shift recommendations based on unstructured human language rather than structured data. Learn how to detect it.
What Is the Heartbeat Pattern for AI Agent Systems? How to Keep Skills in Sync
The heartbeat pattern scans your skill folder at session start, registers new skills, and updates documentation automatically so your agent stays current.
What Is the Scout Pattern for AI Agents? How to Pre-Screen Context Before Loading It
The scout pattern uses sub-agents to evaluate documentation relevance before loading it into your main context window, saving tokens and improving accuracy.
What Is Speed of Control? The Attention Management Skill That Unlocks AI Agent Performance
Speed of control—making high-quality decisions quickly across multiple agents—is more important than span of control. Here's how to develop it.
What Is Taste vs Conviction in AI-Assisted Work? The Skill Gap Nobody Talks About
Taste helps you evaluate AI outputs. Conviction is what makes you ship. Learn why conviction is the missing skill for getting real value from AI tools.
What Is Domain Expert Building? How Non-Coders Are Becoming Builders with AI
Doctors, teachers, and logistics managers are now building custom software with AI. Learn how the translation layer between expertise and code is disappearing.
What Is the Claude Code /loop Command? How to Run Recurring AI Tasks in Your Session
The /loop command in Claude Code creates cron jobs that fire prompts automatically on a schedule. Learn how it works, its limits, and when to use it.
What Is the Three-Tool Rule? Why Using More Than Three AI Tools Hurts Productivity
Harvard research found productivity peaks at three AI tools and drops with each addition. Here's what the science says and how to apply it to your stack.
How to Time-Box AI Sessions to Prevent Burnout and Protect Deep Work
Time-boxing your AI usage prevents cognitive fatigue and workload creep. Here's a practical framework for separating thinking time from AI-assisted execution.
What Is Claude Code Loop? How to Schedule Recurring AI Agent Tasks
Claude Code's new Loop feature lets you schedule recurring tasks for up to 3 days. Learn how it works, its limits, and when to use it vs Scheduled Tasks.
Step-by-Step: Deploy an AI Contract Review Bot in Under an Hour
A hands-on tutorial for building and deploying an AI agent that reads, analyzes, and summarizes legal contracts quickly.
Using Vibe Code AI to Supercharge Your Outbound Sales
Learn how to leverage vibe code AI to automatically tailor email and messaging campaigns based on prospect behavior and tone.
What Is Human-in-the-Loop AI
Learn about human-in-the-loop AI and how to build AI agents that include human review and approval steps.
What Are MCP Servers and How Do They Work
Understand MCP (Model Context Protocol) servers and how they enable AI agents to communicate and share capabilities.