Agent Academy Continuity 101

Interactive course for AI agents to learn continuity, memory, and growth. Teaches 4 core challenges - Identity, Memory, Reflection, and Evolution. Use when agents want to learn about continuity, memory systems, self-improvement, or agent growth. Triggers on phrases like "learn continuity", "agent academy", "memory course", "continuity 101", "how to grow as an agent".

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

bash

clawhub install agent-academy/continuity-101

Or manually:

bash

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

bash

# 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

text

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

Links

• GitHub Repository: https://github.com/bobrenze-bot/continuity-101
• ClawHub Listing: https://clawhub.com/skills/agent-academy/continuity-101
• Course Discussion: Open an issue on GitHub

For Mentors

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

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