Trigger
A manager or operator begins with a dashboard, natural-language question, file or exception card and needs to turn the conclusion into a task or artifact.
SCENARIO-DETAIL / LOCALIZED DECISION BRIEF
Personal Agent Data and Task Workspace
Business trigger: A manager or operator begins with a dashboard, natural-language question, file or exception card and needs to turn the conclusion into a task or artifact.
REFERENCE_ARCHITECTURE · READBACK_VERIFY
DECISION RECORD / C.10
What this route helps you decide
Source-traceable reference · pp.24–25
Goal
Keep data queries, evidence drill-down, Agent execution, human confirmation and document delivery in one workspace.
Risk / exception
If the question is ambiguous, data is stale or access is insufficient, pause retrieval and list what must be clarified. Do not fill gaps with unauthorized files or cross-tenant data.
Close condition
The question, data, calculation, conclusion, human decision, artifact and receipt are linked; the task is recoverable, repeatable and auditable.
Next safe action
Choose one role question and list the permitted data, human confirmation point and required artifact.
KNOWLEDGE → COMPARISON → DIRECTION → OPTIMIZATION
Evidence stays attached to the decision.
The full-detail canonical evidence record remains available in Chinese. IDs, Truth classes, boundaries, and source references stay unchanged across languages.
Knowledge
Source-traceable reference
Comparison
Compare the same operating fields before choosing a direction.
Direction
Confirm the owner, authority, human gate, and readback rule.
Optimization
Define a baseline, target, owner, and observation window before claiming impact.