Anchor weather and other realtime questions on runner /v1/search results (or an explicit refuse constraint) so the model cannot invent dates or temperatures from training memory.
When summarizing the latest upload, poll parse state up to MinerU timeout,
emit document_parsing phase events so the bubble stays live and input stays
locked, then summarize or return a clear slow/failed reply.
Recognize “刚刚上传” as @latest_upload and summarize the project’s newest CAS attachment (with clear parse pending/failed/no-asset replies) instead of searching only controlled workflow docs.
Exact out-of-workflow documents can be summarized when WORKFLOW_SCOPE_MODE=weighted and the caller can still view the active instance; writes stay blocked.
Co-authored-by: Cursor <cursoragent@cursor.com>
- ContextSnapshot gains ActiveWorkflowKey; ToSnapshot passes it downstream
- manifest-backed doc-title -> workflow index (main/pm/tm/rdev/sw)
- TRIGGER_TASK and DOCGOV write actions blocked with switch guidance when
the named document belongs to another active workflow
- legacy projects without an active workflow key keep the old behavior
Co-authored-by: Cursor <cursoragent@cursor.com>
Coordinator now takes a StageTaskRunner and injected context/KB ports.
Chatflow assembler reads maturity tokens instead of the orchestration root.
Co-authored-by: Cursor <cursoragent@cursor.com>
Move construction and document OnOutbox out of server, give HTTP/CLI a shared task use case, and block already-cleared import/event arch rules.
Co-authored-by: Cursor <cursoragent@cursor.com>
weichen