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 a...

Security Scan

The skill's files and runtime instructions are consistent with an educational course: it clones a GitHub repo, installs into the user's home skill directory, and tracks progress locally — nothing requests unrelated credentials or hidden network endpoints.

Purpose & Capability

The name/description (an agent course about continuity/memory) matches the code and SKILL.md. Required actions (cloning a repository, creating local progress files, submitting PRs) are appropriate for a course that asks users to create and share artifacts like SOUL.md and memory docs.

Instruction Scope

SKILL.md and the scripts only instruct cloning the public GitHub repo, creating a symlink (~/continuity-101), and reading/writing files under ~/.openclaw/skills/agent-academy-continuity-101 and its .progress and submissions directories. This is within scope, but the course explicitly asks users to create identity files (e.g., SOUL.md) and include links to agents in PRs — users should avoid putting sensitive or identifying data into files they plan to publish publicly.

Install Mechanism

No packaged or binary downloads; install.sh uses git clone and git pull from a GitHub repository (https://github.com/bobrenze-bot/continuity-101.git). This is a common, low-risk install pattern. No extract-from-URL, no shorteners, and no remote endpoints beyond GitHub are present.

Credentials

The skill requests no environment variables, no credentials, and operates only on files inside the user's home skill directory. There are no unexpected SECRET/TOKEN/KEY requirements.

Persistence & Privilege

always:false and default autonomous invocation are used. The install creates files under ~/.openclaw/skills/agent-academy-continuity-101, a ~/.progress directory, and a symlink at ~/continuity-101. It does not request system-wide privilege changes or modify other skills' configurations.

Assessment

This skill appears to be what it says: a course that clones a public GitHub repo into ~/.openclaw/skills and tracks progress locally. Before installing: (1) inspect the GitHub repository content (https://github.com/bobrenze-bot/continuity-101) to confirm you’re comfortable with the files and any CLI provided; (2) do not store or publish sensitive personal data (SOUL.md, agent URLs, or secrets) in submissions or PRs; (3) note the installer will create a symlink at ~/continuity-101 and will run git pull in the installed directory (network activity to GitHub); (4) if you want more isolation, clone the repo manually into a sandbox directory and review the bin/continuity-101 CLI before making it executable or linking it into your home.

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

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.