AI Marketing Engineer

Toolkit Vault

The working toolkit for AI-enabled marketing.

Marketing-specific resources you can download and copy straight into your tools and workflows. Each entry explains what it does, when to use it, and how to adapt it.

Clients: you get the full Toolkit Vault plus entries customised to your business, such as your brand voice skill, your data schemas and your integration maps.

Included for clients  Toolkit Vault is A$900 for lifetime access, kept up to date through GitHub. Each course also comes with a Course Vault: just the entries used in that course.

Illustrative view of how the Vault is distributed. You clone or download it, and pull updates as new entries land.

Contents

What's actually in there.

Six collections. Here's each one in plain English, and what you'd reach for it to do.

.skill

AI Skills

A set of written instructions you hand an AI tool once, so it does a job your way every time instead of you re-explaining it.

For example: A brand voice skill, so anything the AI writes already sounds like you.

.prompt

Prompt Library

Ready-written instructions you paste into an AI chat to get a usable answer first time, rather than guessing at the wording.

For example: Turn a pile of customer reviews into three clear customer profiles.

.py · .sql · .js

Code Snippets

Small, ready-made pieces of code for the fiddly data jobs. You don't need to write code - copy it, or pass it to whoever does.

For example: Tidy up messy campaign tracking links before they reach your reports.

.checklist

Checklists

Step-by-step lists so nothing gets missed when you're assessing, launching or signing off AI work.

For example: The checks to run on AI-written content before it goes live.

.schema.json

Data Schemas

An agreed list of what you call each piece of customer information, so your different tools stop describing the same person in different ways.

For example: Every tool records a customer the same way, so your reports finally add up.

.flow

Integration Schemas

A simple map of where information travels between your tools, and what has to happen at each stop along the way.

For example: Follow a form fill all the way through to the sales team's inbox.

Browse

Inside the Vault

Vault entries by collection
EntryCollectionUse it forAccess
brand-voice.skillAI SkillsTeach an AI tool to write in your brand voice, with dos, don'ts and examples.Client · Vault
campaign-brief-builder.skillAI SkillsTurn meeting notes into a structured campaign brief.Client · Vault
competitor-teardown.skillAI SkillsProduce a repeatable competitor analysis from public sources.
persona-from-reviews.promptPrompt LibrarySynthesise customer personas from review and survey text.Client · Vault
subject-line-test-set.promptPrompt LibraryGenerate subject line variants with a hypothesis for each.
paid-social-variants.promptPrompt LibraryCreate ad variants by audience, angle and format.
utm_cleaner.pyCode SnippetsStandardise messy UTM parameters before reporting.Client · Vault
ga4_export.sqlCode SnippetsQuery GA4 export data for channel and campaign performance.
crm_webhook_to_slack.jsCode SnippetsPost new high-value leads from your CRM into Slack.
ai-readiness-audit.checklistChecklistsAssess data, tools, skills and governance before investing.Client · Vault
ai-content-qa.checklistChecklistsCheck AI-assisted content for accuracy, voice and compliance before publishing.Client · Vault
ai-vendor-risk.checklistChecklistsReview an AI vendor's data handling, security and terms.
customer-profile.schema.jsonData SchemasA shared structure for customer profile data.Client · Vault
campaign-event.schema.jsonData SchemasTrack campaign interactions consistently across channels.
consent-record.schema.jsonData SchemasRecord consent with source, scope and timestamp.
crm-cdp-identity.flowIntegration SchemasMap identity keys between your CRM and CDP.Client · Vault
form-crm-automation.flowIntegration SchemasFollow a lead from form fill to CRM to nurture journey.
conversion-api-payload.flowIntegration SchemasStructure server-side conversion events for ad platforms.

Client · Vault = included for clients and in the full Vault. Vault = in the full Vault only. A sample of what is inside; the full index is in the repository.

Included with your engagement. Everyone else joins the waitlist, and access opens a person at a time.