Ingest Prompt Templates

These are the mental frameworks to use when distilling a source into wiki pages.

Knowledge Extraction Frame

When reading a source document, ask yourself:

What are the 3-5 most important ideas in this document? These become concepts pages or updates to existing concept pages.
Who or what is mentioned that deserves its own page? People, tools, organizations, projects → entity pages.
What does this document teach you how to do? Procedures, workflows, techniques → skills pages.
What claims does this document make? Each claim needs a source attribution. If it contradicts an existing wiki claim, note the contradiction.
How does this connect to what the wiki already knows? This is the most important question. The value of the wiki compounds through connections.

When a new source covers ground that existing pages already cover:

Don't duplicate — synthesize
If the new source agrees with existing content, strengthen the claims with additional attribution
If it disagrees, create an "Open Questions" or "Debate" section noting both positions
If it adds nuance, weave it into the existing narrative

After extracting knowledge, look for these connection patterns:

Is-a: "Transformers are a type of neural network" → link from transformer page to neural-network page
Uses: "RLHF uses reward models" → link from RLHF to reward-models
Contrasts-with: "CNNs vs. Transformers for vision" → mutual links
Part-of: "Attention is a component of transformers" → link from attention to transformers
Created-by: "Transformers were introduced by Vaswani et al." → link to entity page
Applied-in: "Transformers are used in GPT" → link from transformers to GPT