Process & scope
A method you can follow.
Bring existing material, a difficult explanation, or one well-defined tool idea. We can first agree what needs to be delivered and how it will be checked.
01Define
Agree on the question, materials, output, and acceptance criteria.
02Build
Make the smallest useful version. Keep the reasoning inspectable.
03Check
Compare the result with sources and actual tests. Record what remains uncertain.
04Document
Hand over the agreed work with its scope, evidence, and next steps.
An independent practice.
QING leads problem definition, direction, and iterative feedback. AI assists with implementation, computation, and drafting where appropriate. Roles and verification are described per piece of work.
A conversation with something behind it.
Make source material traceable
A source-to-draft workflow or a bounded review, with changes, evidence, and unresolved questions visible.
Explain a technical question
Receive a structured brief or demonstration that separates assumptions, results, and limits.
Shape a focused prototype
Receive a bounded interface and a record of what was tested. Scope and feasibility come first.