csAIi Framework

Context, Skills, Agents, Integration, Iteration

What You'll Learn

csAIi is a relationship and discipline framework for working with AI technology. It's not about the technical architecture --- it's about how people can structure and sustain the partnership between human expertise and AI capability.

  • The framework --- Five layers with a build order. Why skipping it produces impressive demos but limited daily value.
  • Context --- Persistent configuration that compounds. The first layer because without it, every conversation starts from zero.
  • Skills --- Documented procedures. If you can write it as a checklist, it's a skill. Clear inputs, clear outputs, same steps every time.
  • Agents --- Specialised roles for domains requiring judgement. Agents are for what's left after you've solved everything simpler.
  • Integration --- External connections and automated loops. How your tools connect matters more than which tools you choose.
  • Iteration --- The feedback loop that makes everything compound. Without iteration, you build a tool. With it, you build a practice.
  • Building your system --- The minimum viable system, a four-week build order, and the anti-patterns to avoid.

This course works with any AI that supports persistent configuration --- Claude, ChatGPT, Gemini, local models, or whatever comes next.

Time commitment: About 2 hours total. Read it straight through or use it as reference --- each module stands on its own.

  1. The Framework

    The shift from prompting to system design. What csAIi stands for, how the five layers build on each other, and how they map to any AI platform.

  2. Context

    The first layer. Persistent configuration that teaches AI who you are. SOUL.md, knowledge layers, validation frameworks, and the compound effect of documented context.

    Members only
  3. Skills

    The second layer. Reusable documented procedures that turn context into repeatable action. Why skills come before agents, the skill test, and the core loop.

    Members only
  4. Agents

    The third layer. Specialised roles for domains requiring judgement. The decomposition approach, design principles, and why most users need 0-3 agents.

    Members only
  5. Integration

    The fourth layer. External connections and automated loops. Kit CLI, MCP servers, morning-brief, and the integration decision framework.

    Members only
  6. Iteration

    The fifth layer. The feedback loop that makes everything compound. SOUL.md changelogs, ecosystem-health, weekly reviews, and creation-guard.

    Members only
  7. Building Your System

    From concept to practice. The minimum viable system, the four-week build order, common anti-patterns, and the compound effect over time.

    Members only