knowledge-build

Capture notes through your normal workflow and let the Skill create wiki stubs on first mention of each concept, then enrich them with cited facts over time. Domain hubs index everything automatically so the knowledge base stays navigable as it grows.

The lessons mode scans for topics recurring across 3 or more meetings, documents, or decisions and drafts a synthesis note with cited evidence. Reversed decisions are treated as the richest lesson sources, and auto-created lessons are flagged for human review.

Yes, it operates entirely on plain Markdown files with YAML frontmatter and wikilinks in an Obsidian-compatible vault. All notes use standard types like wiki, knowledge, doc, and index, so they remain browsable and editable in Obsidian.

A domain hub is an index note that lists every wiki page, lesson, and source document tagged with a matching domain field. The curator updates hubs incrementally on each capture and rebuilds them during weekly sweeps, so navigation stays current without manual effort.

Do not use it when you want a direct answer to a question rather than a synthesis, since querying is handled by a recall workflow instead. It also never auto-creates hubs or merges duplicates without preview and confirmation, so fully hands-off automation is intentionally limited.