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Audit your week before you hand the first task over

Lesson 1 of 5 · The practitioner's week

1 · Learn the move · Template pattern

A practice picks its first AI job from whatever the conference was excited about: a research tool, a notice-answering machine. Pick it from your own week instead. Write down what you did, how long it took, whether it repeats, and whether a client's return information was in your hands while you did it. Then sort every line. DRAFT: the model writes a first version from de-identified facts you pasted (the research memo skeleton, the plain-language notice translation, the month-end narrative). CHECK: it tests one thing against a source you pasted (the memo's citations against the list you opened, the trial balance against the close checklist, the letter against the firm's rules). YOURS: any position you sign, any figure that goes to the Service, any client conversation, anything that needs the client's name to be useful. DISCLOSURE: any line where the work cannot be done without return information going into a tool, which means it waits for a consent naming the tool or it stays by hand. The model sorts; it does not decide. A week audited this way hands over one DRAFT job first, and never a DISCLOSURE one.

Here is my week, one line per task with the time it took and whether client return information was in front of me: [paste, de-identified]. Sort every line into DRAFT (first version from de-identified facts I paste), CHECK (one thing tested against a source I paste), YOURS (I sign it, it goes to the Service, or it needs the client's name), or DISCLOSURE (cannot be done without return information going into a tool). For each DRAFT line say what I would paste and what I would have to open afterwards. Never move a DISCLOSURE line to DRAFT by assuming I will de-identify it; flag it and stop. End with the one DRAFT task to hand over first and why.

2 · Your turn. You write the prompt

Harlow & Vance's senior, two weeks before the extension deadline, lists her week: four research questions, nine notice letters, the month-end close for two clients, a reviewer's notes on three returns, and a stack of 1099 follow-ups. The partner wants one task handed to a model by Monday and does not want it to be the wrong one.

Write the prompt for this scenario as given, or swap in a real one from your own work. The score works the same either way.

Remember: the AI sees only your prompt, not this page. If the situation isn't in your prompt, it doesn't exist.

Optional. These shape the output when you run your prompt below, not your score.