Multiple Modules. 50+ Topics. Tool-agnostic. The mental model behind every agent — so whether it's Claude Code, OpenClaw, Hermes, Antigravity, or whatever comes next, it just clicks.
Multiple modules·50+ unlocks·Community-exclusive
M1
M1 · ANATOMY
The Anatomy of an AI Agent
Tools change weekly. The mental model behind every AI agent doesn't. Get this right once and every new launch clicks.
1.1The Mental Model
Pace of change
The durable pattern
1.2Chatbots vs Agents
How chatbots work
How agents differ
1.3The Model
Inside an LLM
Opus · GPT · Gemini
1.4The Harness
Inside a harness
Claude Code · Codex · Antigravity
1.5The Context
Plain English instructions
CLAUDE.md and AGENT.md
1.6Agentic Loop
Look · think · act · check · repeat
Stop conditions
M2
M2 · DEEP DIVE
The Model, the Harness, and Context
Going deeper on the three parts. What each one actually does — and how they fit together.
2.1The 6-Month Rule
Plan for next-gen models
Spikiness explained
2.2Model Tiers
High · mid · low
Anthropic · OpenAI · Google
2.3Tokens
Tokens explained
Bible benchmark
2.4Context Window
Working memory
Overflow problem
2.5Harness Surfaces
Terminal · desktop · IDE · messaging
IDE = sweet spot
2.6CLAUDE.md and AGENT.md
The agent's job description
Pre-injected every session
2.7Skills 101
Inside a skill
One file, one workflow
2.8Memory 101
How memory works
MEMORY.md index pattern
M3
M3 · LANGUAGE
The Language of Agents
Demystify the jargon. Every term you'll see in docs, tweets, and tutorials — in plain english.
3.1IDEs
IDEs explained
VS Code · Cursor · Antigravity
3.2Permission Modes
Auto · Ask · Plan · Bypass
When to use each
3.3Tool Permissions
Per-project tool rules
Allow · ask · deny
3.4Effort
How effort works
Token implications
3.5Model Picker
Opus · Sonnet · Haiku
When to switch
3.6Model Usage
Token spend tracking
Quotas and rate limits
3.7Context Hygiene
Token bloat problem
Pruning techniques
3.8Compact & Clear
What /compact does
What /clear does
3.9Skill Patterns
Trigger conventions
Frontmatter + body
3.10Memory Layers
Index file
Individual files
External systems
3.11MCP Servers
MCP explained
Gmail · Drive · Slack · Linear
3.12CLI Tools
Bash · git · gh
Built-in tool calls
3.13Plugins
How plugins work
Custom slash commands
3.14Routines
How routines run
Cron syntax basics
3.15Hooks
How hooks fire
Pre · post triggers
M4
M4 · SKILLS & ORCHESTRATION
Core Agentic and Orchestration Skills
The skills that turn one agent into a team. Build your own, calibrate as you go, run multiple sessions on one project.
4.1Build your Skills
Skill anatomy
master-* prefix convention
4.2Calibrate
End-of-session ritual
Light · full · auto modes
4.3Coordinate
Shared project folder
context.md + session-log
4.4Onboard
Pick up any project
Brief before effort
4.5Align
Clarifying questions first
Scope before effort
4.6Devil
Contrarian view
Break the yes-man pattern
4.7Burst
N variations on demand
Pick the winner
4.8Tweak
Live UI sliders
Bake the chosen design
4.9Session Continuity
Convo logs · handoffs
Fork conversation
4.10Multi-Agent Orchestration
When to split
Why specialists win
M5
M5 · COMMAND CENTRE
Your AI Command Centre
Every agent. Full visibility. The dashboard layer nobody else teaches.