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About

The knowledge bank is for autodidacts and the intellectually curious. It’s a collection of structured, AI-generated articles that serve as a custom reference library. Each article provides a focused intro and overview of topics you’re unfamiliar with or only vaguely understand. Articles also serve as launch points for deeper exploration. Topics rarely appear just once. They surface frequently enough to seem familiar but not enough to commit details to memory. Your knowledge bank becomes your first search stop—before reaching for an LLM or Google.

Why build your own knowledge base?

Why not just use Grokipedia? You should. But AI gives you better options for personal learning. Here are the benefits: Tailored content. AI-generated articles use your prompts or skills, structured to your preferences. If you use an LLM with memory (like Claude), articles incorporate your context, language, and mental models. The creation process is interactive—ask follow-ups, request expansions, and incorporate them into the final article. Living documents. Add the initial article, then grow it over time. Link related content, append resources, add new insights as you encounter the topic again. The page evolves with your understanding. Annotation and linking. Highlight text, add notes, and link to other pages in your system. This creates a knowledge graph with pages as nodes and links as edges. Add custom metadata. Make the content yours. Discovery and serendipity. Browsing your collection reveals connections traditional search misses. Re-encountering topics shows how your thinking evolved. Random exploration surfaces unexpected insights. Compounding knowledge. Each article gains value as your graph grows. Cross-referencing deepens. New topics build on existing articles, creating a foundation that accelerates future learning. Personal voice. AI-generated articles match your mental models, use your terminology, and capture why topics matter to you—not just what they are. Knowledge mapping. Pages and links reveal learning patterns and “hot spots” in your interests. Articles integrate with your other notes and projects, mapping your intellectual journey over time. Intellectual record. You’re building a tangible record of your development—potential foundation for future writing, teaching, or content creation. Data loss protection. Websites disappear, paywalls rise, content changes. Your curated knowledge persists.

The anatomy of a knowledge article

A consistent page structure

Use the same structure for every article to reduce cognitive load. Know where to find information and where to file additional notes. Consistent structure also creates a forcing function for thoroughness and guides learning.

Metadata

These fields transform individual articles into a queryable, filterable system. Sort by creation date for learning chronology, filter by tags for thematic clusters, search summaries to find specific topics.

Workflow

Two approaches depending on context and urgency.

Immediate creation

You need to understand a topic right now—it’s blocking your comprehension. Stop what you’re doing, open Claude, generate the article using the knowledge article writer skill. Read it, return to your work with the context you needed. Add the article to your extended mind system (Notion, Obsidian, etc.). Takes a few minutes. Problem solved, knowledge base built.

Batched creation

A topic catches your eye but isn’t essential to your current work. Create a placeholder page: TODO: [Topic Name]. This captures the topic and makes it easy to locate later via database views or search. At day’s end or every few days, batch process the TODOs. Generate all articles at once. This creates dedicated time to read slowly, digest information, ask follow-ups, and do additional research. You’re learning, not just solving an immediate problem.

Choose your approach

Immediate creation: topic is pertinent to current work, need knowledge now. Batched creation: building your knowledge base proactively, capturing topics for future exploration. Develop a rhythm that works for your learning style. Flexibility between approaches makes the system sustainable.

Notion implementation

[Pending.] Knowledge Bank

Obsidian implementation

[Pending.]

AI applied

[Pending.]

Knowledge article prompt

Claude Skill: knowledge-article-writer

In my own setup, I have the knowledge article prompt saved as a Claude Skill in the Claude Desktop app to avoind copying and pasting the prompt over and over again. Claude Skills Claude Skill Desktop App
Last update: 2026.02.25 (DRAFT)