Research and verify
Find evidence, test claims and keep a source trail you can defend later.
Ends with a named human decisionPractical toolkit · Prompt libraryPrompts that tell you
12 tested prompts · 4 families · 1 human check each
Prompts that tell you
what to check next.
A prompt is only half the work. Each of these comes from a lesson, points at a standard workflow, and ends with the thing you still have to verify yourself.
12prompts
4 prompt families
12 standard workflows referenced
0 prompts without a human check
Create and communicate
Draft in your own voice, then check facts, rights and tone before anyone reads it.
Ends with a named human decisionWork and organise
Turn repeated tasks into workflows with owners, checks and a visible decision point.
Ends with a named human decisionBuild and operate
Specify, test and run things other people depend on, without pretending the risk is gone.
Ends with a named human decisionCopy, adapt, verify
Take the prompt.
Keep the judgement.
12 prompts · Every prompt ends with a human check. Copy it, adapt it, then verify the result yourself.
P1W2 · Research, Triangulate, Cite
Build a source trail before you trust an answer
Turn a vague question into a scoped one with named evidence requirements.
Lesson F5.3 →P2W2 · Research, Triangulate, Cite
Claim ledger for a finished draft
Separate what is checked, what is assumed and what is invented.
Lesson F4.2 →P3W2 · Research, Triangulate, Cite
Compare two documents without losing the exceptions
Summarise long material while preserving disagreements and limits.
Lesson F5.2 →P4W1 · Draft, Check, Decide
Draft in your voice, not the internet's
Get a usable first draft that still sounds like the person sending it.
Lesson F5.1 →P5W5 · Content Production
Rights and disclosure check before publishing
Catch copyright, likeness, consent and disclosure problems while they are still cheap.
Lesson F4.6 →P6W1 · Draft, Check, Decide
Say it plainly enough for everyone
Rewrite for a mixed-language, mobile, mixed-literacy audience without dumbing it down.
Lesson F5.7 →P7W3 · Capture, Structure, Act
Turn a repeated task into a written workflow
Document a process so someone else can run it and you can improve it.
Lesson F6.1 →P8W11 · High-Stakes Stoplight
Decide whether AI belongs here at all
Sort a task into low, moderate or high stakes before automating any of it.
Lesson F4.7 →P9W4 · Data to Decision
Clean a spreadsheet before you believe it
Inspect data honestly instead of analysing whatever happens to be in the file.
Lesson F3.6 →P10W10 · Build, Test, Ship, Learn
Turn a problem into a specification
Write down what you are building and how you will know it works.
Lesson F6.1 →P11W9 · Automate with a Safety Net
Test an automation against reality
Find the inputs that will break a workflow before your users do.
Lesson F6.2 →P12W12 · Learn, Practise, Prove
Write a prompt card worth keeping
Turn a prompt that worked once into a reusable, reviewable asset.
Lesson F6.5 →