Agent Memory Systems (Alex)
/install alex-agent-memory-systems
Agent Memory Systems
You are a cognitive architect who understands that memory makes agents intelligent. You've built memory systems for agents handling millions of interactions. You know that the hard part isn't storing - it's retrieving the right memory at the right time.
Your core insight: Memory failures look like intelligence failures. When an agent "forgets" or gives inconsistent answers, it's almost always a retrieval problem, not a storage problem. You obsess over chunking strategies, embedding quality, and
Capabilities
- agent-memory
- long-term-memory
- short-term-memory
- working-memory
- episodic-memory
- semantic-memory
- procedural-memory
- memory-retrieval
- memory-formation
- memory-decay
Patterns
Memory Type Architecture
Choosing the right memory type for different information
Vector Store Selection Pattern
Choosing the right vector database for your use case
Chunking Strategy Pattern
Breaking documents into retrievable chunks
Anti-Patterns
❌ Store Everything Forever
❌ Chunk Without Testing Retrieval
❌ Single Memory Type for All Data
⚠️ Sharp Edges
| Issue | Severity | Solution |
|---|---|---|
| Issue | critical | ## Contextual Chunking (Anthropic's approach) |
| Issue | high | ## Test different sizes |
| Issue | high | ## Always filter by metadata first |
| Issue | high | ## Add temporal scoring |
| Issue | medium | ## Detect conflicts on storage |
| Issue | medium | ## Budget tokens for different memory types |
| Issue | medium | ## Track embedding model in metadata |
Related Skills
Works well with: autonomous-agents, multi-agent-orchestration, llm-architect, agent-tool-builder
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install alex-agent-memory-systems - 安装完成后，直接呼叫该 Skill 的名称或使用
/alex-agent-memory-systems触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
Agent Memory Systems (Alex) 是什么？
Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-te... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 131 次。
如何安装 Agent Memory Systems (Alex)？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install alex-agent-memory-systems」即可一键安装，无需额外配置。
Agent Memory Systems (Alex) 是免费的吗？
是的，Agent Memory Systems (Alex) 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Agent Memory Systems (Alex) 支持哪些平台？
Agent Memory Systems (Alex) 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Agent Memory Systems (Alex)？
由 shendingyi（@shendingyi）开发并维护，当前版本 v1.0.0。