brainstorming
brainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or planning anything new, in software or out of it (a talk, a business, a renovation).
Skills 둘러보기
개발 및 엔지니어링 · SKILL.md
workflow-chat-mcp
workflow-chat-mcpCovers MaxKB application workflows, chat streaming, and MCP JSON-RPC execution.
Independent GitHub snapshot · Automated classification · Original documentation governs
Skill 문서
GitHubname: "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/*andapps/chat/views/*runtime behavior.apps/chat/mcp/tools.pyandapps/chat/views/mcp.pyJSON-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.mdreferences/troubleshooting.mdscripts/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.