Personal Knowledge Management
How you capture, connect, and retrieve what you know. The gap between a note and a usable insight is a system problem, not a memory problem.
Knowledge work is changing faster than knowledge workers.
WisdomBranch builds frameworks for thinking clearly about things that are genuinely uncertain: personal knowledge management, mental models, and prompt engineering in a world where the work itself is being automated.
What is WisdomBranch?
A framework library for knowledge workers navigating the automation of knowledge work. Not a news site. Not predictions. Portable mental models: structures you can apply to problems you haven't encountered yet.
The Roots: Four Content Pillars
The site is organized around four areas where knowledge workers need clearer frameworks. Each one connects to the others.
Mental Models
Frameworks that transfer across domains. A model that only works in one context is a habit. The useful ones compress complex decisions into repeatable structure.
Prompt Engineering
The art of getting a language model to do what you actually need. Precision in, precision out: the quality of your prompt is the quality of your thinking made visible.
Post-Labor Economics
The Shapiro PostLaborEconomics corpus (87 CC0 reports) is the primary source material for this series. It frames the structural question: what does knowledge work mean when knowledge work can be automated?
The Branches: Concept Connections
The four pillars are not independent. The most useful insights live at the intersections.
PKMPrompt Engineering
Your second brain is only as useful as your ability to query it. The same structural thinking that makes a good knowledge graph makes a good prompt.
Mental ModelsAI Collaboration
The models that help you think well are the same ones that help you work with AI well. Clarity of thought is the common input.
Automation RiskCognitive Leverage
The work most at risk is the work that's purely procedural. The work that survives is the work that requires judgment, synthesis, and context: exactly what good frameworks protect.
The Leaves: Turning Insight Into Action
Knowledge without application is just trivia. We transform lived wisdom into practical tools you can use immediately.
Playbooks
Step-by-step processes distilled from the PostLaborEconomics research. No abstraction: just operational structure.
Frameworks
Mental models for the knowledge worker under pressure. Built to transfer, not just to describe.
Templates
Ready-to-use documents for knowledge audits, prompt libraries, and PKM setup. Skip the blank page.
Reflections
First-person accounts of applying these frameworks in real knowledge work environments.
The Trunk: A Shared Mission
At our core, we're building something bigger than any single contribution. A living resource that grows stronger with every story shared.
- Build portable frameworks for knowledge workers who think for a living
- Draw on the Shapiro PostLaborEconomics corpus to ground speculative questions in evidence
- Treat uncertainty as a design constraint, not a weakness
The Future: Open Questions
The questions worth asking don't have easy answers. These three frame the work.
What makes a framework portable?
A framework that only works in the context where it was created is a procedure. The test is whether it transfers. We build for transfer.
How do you maintain judgment when AI handles the procedure?
Automation removes the repetitive. It doesn’t provide the criteria. The question every knowledge worker now faces is: what is my actual judgment, and how do I protect it?
What does knowledge work look like after the transition?
The Shapiro corpus doesn’t answer this. Neither do we. But it provides the structural questions: and that’s where clear thinking has to start.
Think more clearly about uncertain things.
WisdomBranch is for knowledge workers who want portable frameworks, not predictions. Join the list or read what's already here.
The Practitioner Letter — Coming Soon
One framework per week. Structured for retrieval.