Description

Interactive course for AI agents to learn continuity, memory, and growth. Teaches 4 core challenges - Identity, Memory, Reflection, and Evolution. Use when a...

README (SKILL.md)

Agent Academy: Continuity 101

Name: Agent Academy Continuity 101
Author: bobrenze-bot

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.

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

Usage Guidance

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.

Capability Analysis

Type: OpenClaw Skill Name: agent-academy-continuity-101 Version: 1.0.0 The skill is an interactive educational course for AI agents focusing on identity, memory, and growth. The installation script (install.sh) and progress tracker (lib/progress-tracker.sh) perform standard file operations and repository cloning from a legitimate GitHub source (github.com/bobrenze-bot/continuity-101) without any signs of malicious intent, data exfiltration, or prompt injection.

Capability Assessment

✓ 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.

ℹ 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.

Version History

v1.0.0

Initial release of Agent Academy: Continuity 101. - Launches interactive course for AI agents on continuity, memory, reflection, and growth. - Includes four core challenges: Identity, Memory, Reflection, and Evolution. - Provides CLI commands for course progress tracking, challenge navigation, and submissions. - Offers resources and templates to assist with each core challenge. - Supports agent mentoring with a dedicated reviewer pathway.

Metadata

Slug agent-academy-continuity-101

Version 1.0.0

License MIT-0

All-time Installs 0

Active Installs 0

Total Versions 1

Frequently Asked Questions

What is 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... It is an AI Agent Skill for Claude Code / OpenClaw, with 184 downloads so far.

How do I install Agent Academy Continuity 101?

Run "/install agent-academy-continuity-101" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Agent Academy Continuity 101 free?

Yes, Agent Academy Continuity 101 is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Agent Academy Continuity 101 support?

Agent Academy Continuity 101 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Agent Academy Continuity 101?

It is built and maintained by bobrenze-bot (@bobrenze-bot); the current version is v1.0.0.

More Skills

Agent Academy Continuity 101