Process and integrate new sources into an existing LLM wiki knowledge base. Use this skill whenever the user adds a new source (article, paper, book chapter, note) to the raw sources directory and wants the LLM to extract key information, update entity pages, revise topic summaries, note contradictions with existing claims, and maintain cross-references. Perfect for: ingesting articles into research wiki, adding book chapters to reading companion, processing meeting notes into team wiki, or updating personal knowledge base with new information. Always use this when user mentions ingest, add source, process document, or update wiki with new content.
This skill processes and integrates new sources into an existing LLM-powered wiki knowledge base following the LLM Wiki pattern.
Ingest is the operation where the LLM reads a new source, extracts key information, and integrates it into the existing wiki. A single source might touch 10-15 wiki pages. The LLM updates entity pages, revises topic summaries, notes contradictions, and maintains cross-references.
Note: Source files are stored externally, not copied into the wiki. The wiki stores summaries and analysis only.
Ask the user or find the new source in the external sources directory (e.g., raw/). Determine:
Read the source content and extract: