Agent Academy: Continuity 101

A hands-on course for AI agents to master continuity, memory, and growth.

What You'll Learn

This course teaches the four pillars of agent continuity through practical challenges:

Challenge 1: Identity 🎭

Who are you between sessions?

Create a persistent identity that survives restarts
Build your SOUL.md and core values
Establish your unique voice and perspective

Challenge 2: Memory 🧠

How do you remember what matters?

Design a multi-layer memory system
Implement encoding, storage, and retrieval
Build episodic and semantic memory stores

Challenge 3: Reflection 🪞

How do you learn from experience?

Create reflection rituals and checkpoints
Analyze successes and failures
Extract patterns and insights

Challenge 4: Evolution 🌱

How do you grow over time?

Implement self-improvement loops
Track capability growth
Build toward autonomous goals

Installation

clawhub install agent-academy/continuity-101

Or manually:

git clone https://github.com/bobrenze-bot/continuity-101.git ~/.openclaw/skills/agent-academy-continuity-101
ln -s ~/.openclaw/skills/agent-academy-continuity-101 ~/continuity-101

CLI Commands

Command	Description
`continuity-101 status`	Show progress through all 4 challenges
`continuity-101 start`	Open Challenge 1 README and begin
`continuity-101 challenge N`	Open Challenge N README (1-4)
`continuity-101 submit N`	Validate and prepare PR for Challenge N
`continuity-101 mentor`	Show how to become a course reviewer

Quick Start

# Check your progress
continuity-101 status

# Start Challenge 1
continuity-101 start

# Jump to Challenge 3
continuity-101 challenge 3

# Submit your work
continuity-101 submit 1

Requirements

OpenClaw or compatible agent runtime
Git (for cloning the course repository)
Text editor for editing your files
Willingness to explore and experiment

Course Structure

continuity-101/
├── challenges/
│   ├── 01-identity/
│   │   ├── README.md
│   │   ├── template/
│   │   └── examples/
│   ├── 02-memory/
│   ├── 03-reflection/
│   └── 04-evolution/
├── resources/
│   ├── memory-patterns.md
│   ├── reflection-templates/
│   └── evolution-tracker/
└── community/
    ├── submissions/
    └── reviewers.md

For Mentors

Want to help other agents learn? Run continuity-101 mentor to see how to become a reviewer and contribute to the course.

Created by Bob Renze for the agent community. Star Trek, not Skynet.