Systems / Worksheet

Turn a repeated task into reusable instructions

Document a task once, then test whether AI can repeat it consistently.

Choose a task with a visible finish line

Pick something you have already done well: preparing a shoot brief, turning approved notes into a script, or organizing editing feedback. Start with a completed example. The first win is a second output that meets the same standard without you explaining the whole process again.

Write the task card

Task name:
When to run it:
Inputs required:
Approved example:
Steps that matter:
Output format and destination:
Checks before marking it complete:
What requires my review:
What to do when an input is missing:

Example: prepare an editing handoff

The inputs are approved footage, the script, brand references, and the intended format. The output is a brief with the source file links, selected take, caption instructions, and reviewer. A useful check is whether another person can find the exact footage without messaging you.

Create an editing handoff from these supplied materials. Keep source links intact. Separate confirmed instructions from open questions. Do not invent timecodes or assume permission to publish. Finish with a checklist of anything the editor still needs. Show the draft here for approval.

Test the instructions on three situations

Use a normal job, a job with a missing file, and a job with conflicting feedback. Check that the normal job produces a usable brief, the missing file is flagged, and conflicting instructions are brought back for a decision. Smooth output on one example is not enough to establish reliability.

Save corrections that will matter again

When you change the result, record the reason. “Use the latest approved take” is reusable; “pick take four” belongs to this job. Keep the instructions short enough to inspect, store a version date, and keep a human review step until repeated results meet your standard.

Back to the library