MLAI AI-assisted delivery record — delivery-effort-v3
Fictional teaching example; no work or review represented as performed

Task and scope:
Fictional CSV import change: reject missing required columns, preserve valid rows and explain errors without exposing private input.

Repository or artifact version:
illustrative-csv-import-v1; no repository or implementation supplied

AI tool, model, date and permitted actions:
Invented AI-assisted scenario; no actual tool/model run. No access to client systems or sending actions.

Data and sharing permission:
Invented inputs only. No client data or portfolio permission is implied.

Acceptance criteria fixed before work:
A: reject missing required columns. B: preserve valid rows. C: error messages do not include private row contents.

Checks actually run and results:
Illustration only: A and B assumed to pass; C not run. These are not actual test results.

Rejected suggestions and review corrections:
Invented review comment: proposed error text exposed the input row. Removing that text still needs a regression check.

Recorded decision, reviewer and unresolved limits:
HOLD in the fictional scenario: criterion C remains untested. No real reviewer has approved this example.

Run instructions and handover evidence:
No executable CSV project is supplied. Keep the illustrative change unapproved; use a permitted real task to practise the recording process.

Excluded effort, costs and comparison limits:
Figures are invented. Coordination, handover, later defects, software cost and maintenance are excluded. Rework is counted once. No controlled comparison or productivity/savings claim.

Time recording:
Author implementation and self-check minutes: 45 min
Reviewer minutes: 35 min
Corrections and re-check minutes: 25 min
Elapsed start-to-decision minutes: 240 min
Queue minutes within that elapsed interval: 120 min

Known active effort subtotal: 105 min
Recorded active effort total: 105 min
Missing active-effort fields: None in these inputs
Queue time is a subset of elapsed time, not extra person-effort.

The subtotal sums known values only; missing values are not measured zeros.
Person-minutes can overlap across people and are not calendar duration. Count review/rework once.
Totals cover only the recorded categories. Describe excluded coordination, handover, costs and later defects.
A filled record, passing tests or a stated decision is not independently verified approval, productivity gain or proof of causal impact.
Review private data, prompts, paths and client permission before sharing. This worksheet sends no record to Studio.