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[Feature]: Optimize system notification content #437

Description

@snowjuly

Problem statement

The current system notification content contains original markdown format, it needs to be changed to plain text summary content to avoid confusion

Proposed solution

粘贴文本
System notifications changed to pure text summary content, avoid confusion

Alternatives considered

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Main area

frontend

Risk boundaries

  • AgentService or conversation runtime
  • tool execution or instruction loading
  • session persistence or context construction
  • MCP integration
  • database schema or migrations

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    kind:featureProduct or workflow improvementstatus:triageNeeds maintainer triage

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