---

name: "workflow-chat-mcp" description: "Covers MaxKB application workflows, chat streaming, and MCP JSON-RPC execution." disable-model-invocation: true metadata: disco-role: operating license: GPL 3.0

workflow-chat-mcp

Use this sub-skill for application workflow, chat runtime, streaming-response, and MCP tasks.

Owns

• apps/application/flow/* and the workflow engine.
• apps/application/chat_pipeline/* as the legacy comparison path.
• apps/application/views/* and apps/chat/views/* runtime behavior.
• apps/chat/mcp/tools.py and apps/chat/views/mcp.py JSON-RPC flow.
• Response framing via apps/common/handle/*.

Do not own

• Knowledge vector search and provider catalogs -> knowledge-models.
• Vue workflow canvas UI -> frontend-integration.
• Tool CRUD / trigger management / admin pages -> admin-access.
• Generic service bootstrap -> runtime-architecture.

Key files

• references/workflow-and-chat.md
• references/troubleshooting.md
• scripts/workflow_node_catalog.py

Guidance

• Treat chat runtime, streaming shape, and MCP auth as separate concerns.
• Keep MCP answers JSON-RPC focused and do not expose tokens.
• Use the backend node registry as the source of truth for node families.