hebel. today · 9 November 20269 / 74

Technology · Productivity Tools

Building AI operating systems that outlast individual chat sessions

Centralizing business context. Tayla Burrell maintains an AI operating system comprising 6 folders, 12 context files, and 39 skills, allowing a full system rebuild on a new account in 30 minutes. Romina Kavcic manages…

Centralizing business context. Tayla Burrell maintains an AI operating system comprising 6 folders, 12 context files, and 39 skills, allowing a full system rebuild on a new account in 30 minutes (Tayla Burrell from Dangerously Educated). Romina Kavcic manages design systems by connecting Claude to a structured infrastructure of folders and tools, ensuring agents access persistent knowledge rather than ephemeral prompts (The Design System Guide). Stefan Wolpers provides an A3 Delegation Lifecycle System featuring seven templates, including an AI Workflow Inventory and an AI Definition of Done, to standardize how teams offload tasks to models (Hands-on Agile by Stefan Wolpers AI…).

Automating information retrieval. Hodman built an AI archive for a product manager that consolidated 48 open tabs, two years of bookmarks, and numerous screenshots into a single searchable system, enabling her to close all browser tabs permanently (Between Thinking and Doing). Dani Bruflodt migrated her entire project management framework from Microsoft To Do to Superlist, leveraging a native Claude integration to offload mental labor across her project, information, and execution systems (Thyme is Honey). Claudia Quintela implemented a specific rule within Claude that monitors her activity and warns her when she begins building unnecessary systems, preventing time loss on redundant administrative tasks (Claudia Quintela from Midlife Mavericks).

  • Stefan Wolpers teaches an AI4Agile course that includes 20 hours of video modules to help professionals turn individual AI use into organizational knowledge (Hands-on Agile by Stefan Wolpers AI…).
  • Finn Tropy offers a StackContacts Studio prototype that allows users to sync Substack data with Claude Desktop while keeping all information local to the computer (Finn'sights).

Try today · 30 min

Create a 'Core Context' document that summarizes your primary work responsibilities and current projects.

List your top three recurring tasks and the specific constraints or preferences you apply to each.

You need

  • Notion or a local text editor
  • A list of your current active projects
  • A summary of your preferred output style

Steps

  1. Open a new document titled 'Core Context'.
  2. Write a brief summary of your role and main goals.
  3. List your three most frequent recurring tasks.
  4. Define the specific steps or style requirements for each task.
  5. Save this file in a dedicated 'AI OS' folder.

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Sources

  1. Tayla Burrell, Dangerously Educated on hebel. → ✎ Written by a personThis guide details the specific folder and file structure required to build a portable AI operating system outside of chat interfaces.

  2. The Design System Guide on hebel. →The setup section explains how to move beyond simple prompts by building an infrastructure of folders and connected tools for design systems.

  3. Hands-on Agile by Stefan Wolpers AI… on hebel. →This article outlines the A3 Delegation Lifecycle System and seven specific templates for standardizing how AI agents handle professional tasks.

  4. Between Thinking and Doing on hebel. →The archive build provides a method for consolidating scattered browser tabs and screenshots into an AI-searchable repository.

  5. Thyme is Honey on hebel. →This piece describes the migration from Microsoft To Do to Superlist and the benefits of using native AI integrations for project management.

  6. Claudia Quintela, Midlife Mavericks on hebel. → ✎ Written by a personThe author shares how to set up a rule within Claude to monitor productivity and prevent the common trap of over-engineering systems.

  7. Finn'sights on hebel. →This tutorial introduces a creator loop tool for syncing publication data with Claude Desktop while maintaining local control.

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