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What is an AI context pack for a business?

A single Markdown file, in the open Agent Skills format, carrying your canonical facts, real prices, offers, voice, and rules — so every AI session at your company starts already knowing your business instead of being re-briefed from scratch. It works across roughly 40 AI tools and you own it outright.

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An AI context pack is a single Markdown file — written in the open Agent Skills format — that carries everything an AI assistant needs to know about your business: canonical facts, the prices you actually charge, what you sell and don't, how you talk to customers, and the rules it must never break.

It loads automatically at the start of your AI sessions, so the assistant behaves like a briefed employee rather than a capable stranger. Spotlight Skills is our service for building them.

The problem it solves

Every AI session starts from zero. You explain your pricing on Monday and get a great quote; Thursday's session knows nothing, and your employee's session knows even less — so it invents details that sound plausible. Output quality swings with whoever typed the prompt.

That's a context problem, not a model problem, and it's fixable once. The longer explanation is here.

What's in the file

Six sections, roughly in order of value:

  1. Canonical facts — name, locations, service areas, hours, contact details, real current prices
  2. Offers and boundaries — what you sell, what you don't, and who to refer instead
  3. Voice — taught with real before/after examples, because examples transfer and adjectives don't
  4. Rules and red lines — the claims and promises that cost money when guessed
  5. Reusable specifics — the numbers and local details that make output credible
  6. Working conventions — formats, templates, house style

Full anatomy with examples.

What we deliver

A free 45-minute consultation to interview your business, the written pack, testing against your real recurring tasks (with before/after shown side by side), installation in your team's tools, and a walkthrough so you can edit it yourself. It's a plain Markdown file you own outright — no subscription needed to keep using it.

What it does not do

It will not get you cited by AI search engines. A context pack improves the AI you hire; being recommended when a customer asks ChatGPT is separate AEO and GEO work. And putting the file on your website does nothing — no crawler reads it there.

If nobody at your business uses AI yet, skip this entirely. There's nothing to make consistent.


Book the free 45-minute consultation. We'll show you our own context pack — Spotlight Links runs on one. Schedule it here.

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