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I am Johan Wallquist, a Partner Technology Strategist in Stockholm. I work mostly with AI and AI-first ways of working with partners. This is where I share what I learn and the things I build.

People who learn to work with AI will get an edge. You need exposure to get there: see how other people use it, try it yourself, then build something.

Johan Wallquist, the strategist behind the projects listed on this page.
J. Wallquist AI and partner strategy, Stockholm

Case contents 17 published projects

The top tray

Three ways into the work. Each one does a different job, so each one is packed differently.

Workshop

Frontier Consultancy

A consulting firm leaves with decisions about how AI changes the way they sell, deliver, and package what they know.

Outcome
A shared view of the firm's AI operating model, written down and owned by the leadership team.
Audience
Consulting and systems integrator leadership, plus the practice leads who deliver the work.
Access
Open to review. The workshops and programs are built for Microsoft partners.

Operator Hour + AI Operator

Live series + course

Start with AI Operator Intro and choose your next step: setup, the course or a talk. Operator Hour adds live sessions and public recaps.

Outcome
You can brief an agent, check its work, and keep the workflow.
Audience
Partner consultants, architects, and knowledge workers who do not write code.
Access
Public course, internal live series

Open to browse. Built for partners.

Agentic AI Partner Library

An almost completely autonomous resource library. Agents find the material and route it for review. People still decide what gets published.

Outcome: partner teams find current material without asking anyone.

Audience: Microsoft and partner teams with tenant access.

Everything I have published

Find learning material, skills and agents you can borrow, or talks and workshop material you can reuse.

Showing 19 of 19 projects

  • Frontier Consultancy

    Workshop programReuse: participation terms apply

    Open workshop material for consulting firms. The programs and exercises are made for Microsoft partners working on AI-first delivery.

  • Operator Hour + AI Operator

    Live series + courseLicense: MIT and CC BY

    An introduction to AI-first work with Copilot CLI. Choose how to get started, or browse the public recaps from Operator Hour.

  • Become an AI-first operator

    Talk + live demoLicense: MIT and CC BYai-operator-intro

    A 20-minute introduction for partner consultants who want to turn messy notes and repetitive work into usable customer material with Copilot CLI. No coding required.

  • Agentic AI Partner Library

    Learning libraryOpen to browse

    An almost completely autonomous library built for partners. Agents find and maintain the material, while people decide what gets published.

  • Visual Sidekick

    SkillLicense: MITvisual-sidekick

    Watches one window you pick and tells you what changed. For example, use it to move through many pitch decks with a team and discuss each one without recording the rest of your desktop.

  • Podcast Prep Skill

    SkillLicense: MITpodcast-prep-skill

    Researches a public guest, keeps a source ledger, and builds the question list. Every claim gets checked before you record.

  • Content Humanizer

    SkillLicense: MITcontent-humanizer

    Learns your voice from writing you already own, then flags the sentences that sound machine written. The private source text stays out of the repository.

  • Copilot Overview

    SkillLicense: MITcopilot-overview

    Draws a map of your own agent setup: skills, agents, connected servers, and projects. Output is a single HTML page you can read in a browser.

  • Partner Library Starter

    StarterLicense: MITpartner-library-starter

    A starter for a knowledge library on any topic. Agents research new material, maintain the collection, and run quality checks. People only approve major changes.

  • Build 2026 Gold

    Learning kitLicense: MIT and CC BYbuild-2026-gold

    Build is Microsoft's annual developer event. This kit uses five prompts and a small skill to find the sessions and announcements that matter to you. The same approach works for any large event.

  • When Projects Move Faster, Who Captures the Upside?

    Partner Day + interactive deckLicense: MIT and CC BYtalks

    Frontier Consultancy. Repeatable work is how your practice scales.

  • What happens when AI joins your project team?

    Capgemini + interactive deckLicense: MIT and CC BYtalks

    You can make a useful first attempt earlier.

  • What happens when AI joins the project team?

    Talk + deckLicense: MIT and CC BYtalks

    Consulting delivery changes when agents work across the assignment. The volume moves to the machine. Judgement, evidence quality, and the recommendation stay with the consultant.

  • Frontier Firms

    Talk + deckLicense: MIT and CC BYtalks

    A field report on how people and agents work together, what changes inside the organization, and what the audience can try immediately.

  • Agents: Seven Shades

    Talk + deckLicense: MIT and CC BYtalks

    Seven levels of agentic work, from familiar assistance to systems that keep operating. The hard part is deciding when trust has been earned.

  • Slidemaster Framework

    FrameworkLicense: MITslidemaster-framework

    The deck workflow I use, from brief and research through outline, build, visual review, and publish. Ships with themes, checks, and a live demo.

  • Boundary-first Executive Assistant

    BlueprintLicense: MITexecutive-assistant-blueprint

    A blueprint for a local assistant with layered memory, scheduled work, and hard limits on what it may send. Includes synthetic templates and leak checks.

  • Signal Engine OSS

    SystemLicense: MITsignal-engine-oss

    Scouts your sources, scores ideas against the topics you write about, and prepares LinkedIn drafts in your voice. You still press publish.

  • Longevist

    Personal systemSetup guide

    A personal ChatGPT coach that combines Oura recovery, Polar training, and a simple strength log. Built to turn health data into a useful decision.

Field notes

Where this work actually runs

Agent tools change names often. Here is what the three I use are, without jargon, so you can tell which one you are looking at.

Copilot Cowork

A shared workspace where you hand a task to an agent and it works on documents with you. You can upload a skill file so it follows your way of doing things.

Microsoft Scout

An agent that picks up skills from a folder you point it at. Good when you want the same instructions available every time, without setting them up again per task.

Copilot CLI

The agent in a terminal window, sitting next to your files. Most of what you see on this page was built here, because the agent can read the project and run things itself.

What a skill is

A plain text file that tells the agent how you want something done. The file itself moves between all three. Scripts and connections usually need small edits per tool.

Take what helps. Then build your own.

The source is on GitHub. Use it to learn, borrow the skills and agents, or adapt the patterns for your own work. Tell me if you make something useful.

Public does not always mean open source. Projects marked with a license are yours to reuse under those terms. The rest are there to read, learn from, or ask about.

Published repositories have been scanned for private links, tenant identifiers, local paths, and common credential patterns. If you want to reuse something without a license, ask first.