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managed-memory

Give an agent durable, cross-session long-term memory using Databricks MANAGED memory (the Unity Catalog memory-store REST APIs) as tools — governed by UC with no infra the customer needs to run. This works for either OpenAI Agents SDK or LangGraph templates. Use when: the agent should remember a user's (or a team/org's shared) preferences/facts/decisions across conversations; keywords 'long-term memory', 'managed memory', 'memory store', 'agentic memory'. This is separate from the self-hosted Lakebase memory solution with skills in (agent-openai-memory / agent-langgraph-memory).

Quality

85%

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SecuritybySnyk

Low

Low-risk findings worth noting

The canonical home for this skill is managed-memory in databricks/app-templates

SKILL.md
Quality
Evals
Security
Low

W011: Third-party content exposure detected (indirect prompt injection risk).

What this means

The skill exposes the agent to untrusted, user-generated content from public third-party sources, creating a risk of indirect prompt injection. This includes browsing arbitrary URLs, reading social media posts or forum comments, and analyzing content from unknown websites.

Why it was flagged

The required workflow uses semantic search over persistent long-term memory entries that can be written by users across sessions, exposing the agent to stored outsider-authored text via retrieval tools.

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Repository

databricks/app-templates

Path

agent-openai-agents-sdk-multiagent/.claude/skills/managed-memory/SKILL.md

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