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The Human Bit
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Practical playbook

Organise recurring work

You come back to the same report, project, client or review and set the whole thing up again from scratch every time.

Keep the repeated context, inputs and review points in one place so a routine gets easier without quietly running itself.

  • 20 min
  • 5 steps
  • Comfortable

Use this page in order

Copy the prompt, follow the steps and check the result before using it.

  1. Copy and adapt
  2. Follow the steps
  3. Check the result
  4. Go deeper only if needed

Try it now

Copy this into your AI tool and fill in the brackets.

Remove anything you cannot share first.

Starter instruction

This recurring workflow is for [goal]. Use only [approved sources]. Each cycle: 1) identify what changed, 2) connect it to earlier decisions, 3) list unresolved questions, and 4) prepare the smallest useful next output. Do not assume old information is still true when newer material conflicts. Stop before any external action and ask me to review [checkpoint].

Do it

Tick each step as you go.

The person and AI shape the work at different moments. Your ticks stay in this browser.

0 of 5 done

See it done

Watch the judgement change the draft.

Before · the honest starting point

Weekly project metrics, a decision log, the open risks and a fixed Friday review format.

After · the version a person can stand behind

A current weekly review with the changed assumptions called out plainly and nothing fired off externally without a look.

How it got thereAI first pass, then your correction
  1. AI · a useful first pass

    This week: two metrics moved, one risk grew and three decisions are still open. Draft review pack prepared with two [CHECK] items.

  2. You · context changes the answer

    The project owner clears a risk that was resolved days ago, explains that one metric's definition changed so the trend is not what it looks like, and cancels a reminder the team had stopped reading.

The decision stays human

Someone must be able to stand behind the result.

The process owner decides the purpose, permissions, approval gates, exception path and stop condition. AI may run the repeated mechanics, but a named person must remain accountable for the routine and its external effects.

Verification required

0 of 5 checked

Go deeper

The detail behind each step.

Open only what you need.

How AI and you split the work3 capabilities

Use the capability. Keep the part that needs a person.

Recurring AI work should reduce repeated setup, not remove ownership. The real design task is deciding what context persists, what can run automatically and where a person must intervene.

Choose a capability for a real job.

Projects and persistent workspaces

Projects can keep approved instructions, files and related conversations together so a weekly report, client review or project update does not restart from a blank page each cycle.

The person contributes
The process owner maintains the source set, separates clients or matters, removes obsolete instructions and decides what context is safe and useful to retain.
Do not assume
Stored context can become stale, leak across poorly separated work or preserve a past decision long after the operating reality has changed.

Scheduled tasks, triggers and monitors

Scheduled features can prepare briefings, monitor a topic, check for changes or produce a recurring first draft at an agreed cadence without someone manually starting every run.

The person contributes
The owner chooses cadence, trigger, approval mode, escalation rule and stop condition, then reviews whether the automation still creates value.
Do not assume
Scheduled products differ in access to files, connectors and fast moving data. Some prepare responses early, some cannot reach project files, and none should be assumed to run with perfect continuity.

Connected tools and action workflows

Connectors can read approved email, calendar, drive, chat or project systems and may create or update records, allowing the routine to begin from live operational information.

The person contributes
A person grants the smallest useful permission, defines which actions require approval and remains responsible for messages, records or system changes made externally.
Do not assume
Inherited account permission can expose far more than the task needs, and a technically successful action can still be inappropriate, mistimed or based on stale context.
What you bring that AI cannot3 resources

The resources already inside the work.

Process ownership

You know why the routine exists, who depends on it, which input is authoritative and what should happen when the normal process breaks.

Exception judgement

You can recognise unusual cases, changed definitions, sensitive events and moments when the standard workflow should pause rather than continue confidently.

Operational accountability

You decide permissions, review points, escalation paths and whether the automation still deserves its cost, attention and access.

What goes wrong, and the skill you buildFailure to watch

Failure to watch

The main failure is unattended confidence. A recurring workflow can continue producing plausible output after its source, definition, audience or purpose has changed, while responsibility becomes harder to locate because the process appears automatic.

Skill strengthened

Operational design

Used well, the workflow strengthens process thinking, exception handling, permission discipline and the habit of designing automation around accountable human ownership rather than removing people from the loop.

When this is the wrong fit4 signs
  • Do not automate a process that nobody on the team can explain or check.
  • Do not hoard broad, stale or sensitive context just because it is convenient to leave it lying around.
  • Keep separate pieces of work in separate projects, because a common trap is stored context bleeding from one client or matter into another, sometimes even with memory switched off, and the routine has no way to warn you it happened.
  • Know the limits of a self-running schedule before you rely on it: these routines usually run no more than once an hour, hibernate if you stop opening the app, and cannot always reach your uploaded files or custom setups, and because each run piles onto one long thread the original instructions can get buried over time.
Tools that can support this3 tools
Keep going2 links
Where this came fromReviewed 19 September 2026

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