memos-cloud-server（备忘录云服务器）

MemOS Cloud Server Skill

This skill allows the Agent to interact with MemOS Cloud APIs for memory search, addition, deletion, and feedback.

⚠️ Setup & Safety Rules (MUST READ)

Before executing any API operations, you (the Agent) must ensure the following environment variables are configured:

1. Obtain Credentials:

- MEMOS_API_KEY (MemOS Cloud Service API Key) and MEMOS_USER_ID (Unique identifier for the current user) must be configured.

1. Auto Configuration:

- If not present, prompt the user to save these variables to their global environment configuration (e.g., in ~/.zshrc or ~/.bashrc).

🛠 Core Commands

You can execute operations directly via the memos_cloud.py script. The script automatically reads the MEMOS_API_KEY environment variable. All operation requests and responses are output in JSON format.

1. Search Memory (/v1/search/memory)

Search for long-term memories relevant to the user's query.

Usage:

python3 skills/memos-cloud-server/memos_cloud.py search <user_id> "<query>" [--conversation-id <id>]

Example:

python3 skills/memos-cloud-server/memos_cloud.py search "$MEMOS_USER_ID" "Python related project experience"

2. Add Message (/v1/add/message)

Used to store high-value content from multi-turn conversations to the cloud.

• conversation_id: Required. The ID of the current conversation.
• messages: Required. Must be a valid JSON string containing a list with role and content fields.

Usage:

python3 skills/memos-cloud-server/memos_cloud.py add_message <user_id> <conversation_id> '<messages_json_string>'

Example:

python3 skills/memos-cloud-server/memos_cloud.py add_message "$MEMOS_USER_ID" "topic-123" '[{"role":"user","content":"I like apples"},{"role":"assistant","content":"Okay, I noted that"}]'

3. Delete Memory (/v1/delete/memory)

Delete stored memories on the cloud. According to the API spec, memory_ids is strictly required.

Usage:

# Delete by Memory IDs (comma-separated)
python3 skills/memos-cloud-server/memos_cloud.py delete "id1,id2,id3"

4. Add Feedback (/v1/add/feedback)

Add feedback regarding a conversation to correct or reinforce memory in the cloud.

Usage:

python3 skills/memos-cloud-server/memos_cloud.py add_feedback <user_id> <conversation_id> "<feedback_content>" [--allow-knowledgebase-ids "kb1,kb2"]

Example:

python3 skills/memos-cloud-server/memos_cloud.py add_feedback "$MEMOS_USER_ID" "topic-123" "The previous answer was not detailed enough"