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
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install alex-agent-memory-systems - After installation, invoke the skill by name or use
/alex-agent-memory-systems - Provide required inputs per the skill's parameter spec and get structured output
What is Agent Memory Systems (Alex)?
Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-te... It is an AI Agent Skill for Claude Code / OpenClaw, with 131 downloads so far.
How do I install Agent Memory Systems (Alex)?
Run "/install alex-agent-memory-systems" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Agent Memory Systems (Alex) free?
Yes, Agent Memory Systems (Alex) is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Agent Memory Systems (Alex) support?
Agent Memory Systems (Alex) is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Agent Memory Systems (Alex)?
It is built and maintained by shendingyi (@shendingyi); the current version is v1.0.0.