Knacklore

← All decks

Cover of AI at Work Patterns

AI at Work Patterns

Use AI assistants without losing your judgement.

A practical guide to using AI assistants in everyday work while keeping your own judgement in charge. It is for anyone who drafts, analyses or researches with these tools, and for teams adopting them. Eight suits take you from deciding whether a task suits an assistant, through protecting data, framing and checking output, to owning results and building reliable workflows.

56 cards · 8 suits · 5 recipes · 2 missions

What's inside

A few cards

Illustration for Task Fit Check
Choose

Task Fit Check

Give an assistant the work it is good at, and keep it away from the work it fakes well.

Illustration for Role, Goal, Audience
Frame

Role, Goal, Audience

Say who it writes as, what the piece is for and who will read it.

Illustration for Plausible Is Not True
Check

Plausible Is Not True

Treat every factual claim as unverified until you have checked it.

One card in full

Illustration for Save The Prompt
Build

Save The Prompt

Keep prompts that work as named templates with placeholders, an owner and a version.

A prompt that works well is a small piece of process knowledge, and it usually lives in one person's chat history until it is lost. Saving it as a template makes the good result repeatable, lets others use it and gives you something to improve rather than reinvent.

How to use it

  1. When a prompt gives good results more than once, copy it into a shared document or folder.
  2. Replace the specific details with clear placeholders, such as [AUDIENCE] or [SOURCE TEXT].
  3. Add a name, a one-line purpose, an owner and a version number or date.
  4. Note the known limits: what it is not good at and what must be checked.
  5. When you change it, update the version and say what changed.

Example

A hospital's patient-information team saves a template for turning clinical leaflets into plain English, with placeholders for condition and reading age. New staff use it on day one, and the owner updates it when the style guide changes.

Watch out

  • Saving prompts with real data or secrets still in them.

Test each template with a Golden Set and share it through a Shared Prompt Library.

Recipes

Missions

Related decks

Project Delivery Patterns

Deliver projects on the date you promised.

48 cards

Operations & Process Patterns

Make recurring work run smoothly across teams.

56 cards

Security Awareness Patterns

Spot the scam and report it fast.

63 cards

← All decks