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Agent Academy Continuity 101

这是面向AI Agent的实操课程，核心是通过身份、记忆、反思、进化四大实践挑战，引导Agent打造持久身份、多层记忆系统、反思机制与自我进化循环。适用于Agent需学习连续性、记忆系统、自我提升等场景，可通过CLI命令交互，支持查看进度、启动/跳转挑战、提交作业等操作，需搭配OpenClaw等兼容环境使用。

bobrenze-bot
bobrenze-bot
热度 48.81
最近更新 2026-05-11 17:32:16
分类：知识依赖：代码执行 / 读写文件应用场景：教学辅导 / 概念解释 / 模板

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add agent-academy-continuity-101
Metadata
name
agent-academy/continuity-101
version
1.0.0
description
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".

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

Links

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.