OpenAgentSkill Registry Manifest
Skill: neo4j-agent-memory-skill
Slug: neo4j-contrib-neo4j-agent-memory-skill
Category: design-creative
Description: Authoritative reference for the neo4j-agent-memory Python package — a graph-native memory system for AI agents built on Neo4j — and for the hosted service (NAMS) at memory.neo4jlabs.com. Use this skill whenever the user mentions neo4j-agent-memory, agent memory with Neo4j, context graphs, the POLE+O model, MemoryClient/MemorySettings, the memory MCP server, or any of the framework integrations (LangChain, PydanticAI, CrewAI, AWS Strands, Google ADK, Microsoft Agent Framework, OpenAI Agents, LlamaIndex). Also use when the user mentions the hosted service at memory.neo4jlabs.com, NAMS, the Neo4j Agent Memory Service, the `nams_` API key prefix, or the hosted MCP endpoint. Also use when writing documentation, blog posts, tutorials, PRDs, or code samples for the project, when comparing agent memory approaches, or when positioning graph-native memory against vector-only approaches — even if the user doesn't explicitly name the package.

Agent fit:
- Decision: 65/100 Prototype first
- Primary fit: RAG and knowledge
- Role: Fallback candidate

Supply profile:
- Track: Design and creative production
- Scenario: RAG and knowledge
- Applicable agents: Claude Code, OpenAI Agents, Cursor, LangChain, LlamaIndex
- Maintenance: 16d since push
- Risk: Needs review

Trust:
- Trust score: 64/100 Manual review
- Audit: 73/100 Needs review

Attribution:
- Status: Registry indexed
- Source: recursive skill source sync
- Creator: neo4j-contrib
- Claim URL: https://www.openagentskill.com/skills/neo4j-contrib-neo4j-agent-memory-skill#claim-this-skill

Install:
npx skills add neo4j-contrib/neo4j-skills --skill neo4j-agent-memory-skill

URLs:
- Web: https://www.openagentskill.com/skills/neo4j-contrib-neo4j-agent-memory-skill
- API: https://www.openagentskill.com/api/agent/skills/neo4j-contrib-neo4j-agent-memory-skill
- Install API: https://www.openagentskill.com/api/skills/neo4j-contrib-neo4j-agent-memory-skill/install
- Repository: https://github.com/neo4j-contrib/neo4j-skills/tree/main/neo4j-agent-memory-skill