Store sources without rewriting them
Sources are the inputs the job may treat as evidence. Preserve the supplied wording or a faithful extract, then add origin and date information around it.
The synthetic workshop note confirms independent consultants, a two-hour planning session, and a requirement to use confirmed details only. It supplies no schedule or price.
Store decisions as decisions
A decision note explains what the task will do with the source. It may identify a content boundary, exclude a topic, or assign an unresolved question.
For this workshop brief, the task permits only the confirmed audience, offer, and constraint. Schedule and price remain outside the brief until another source confirms them.
Keep the independent review beside the draft
The first brief says, “Saturday sessions are available.” The review points to the missing schedule support and requests removal.
Keep that finding after the brief improves. A deleted review removes the reason for the change and makes the same mistake easier to repeat.
Preserve the corrected final brief as the current output
The corrected workshop brief removes the Saturday statement. It keeps the independent-consultant audience, two-hour offer, and confirmed-detail constraint.
Mark one output as current while retaining the earlier draft for correction history. A clear relationship between versions matters more than a clever filename.
Store a checkpoint that helps someone resume
The checkpoint names the inspected source, task, finding, correction, current brief, and export date. It records that the final brief makes no schedule or price claim.
This final note is not a substitute for the underlying files. It tells the next reader where the job stopped and what still needs confirmation.
Leave clutter outside the working set
Do not save every exploratory exchange by default. Exclude duplicate drafts, irrelevant research, private account details, raw security data, and material that has no continuing role.
Retain an item when it changes a decision, supports a claim, explains a correction, or helps someone resume. Otherwise, it competes with the evidence that matters.
Check the classification
Take ten items from an existing AI-assisted job. Assign each one label: source, decision, review, correction, output, checkpoint, or exclude.
If one file needs three labels, split it. If an output has no source connection, investigate the unsupported material before reuse.