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Get Started Free →Ingest a raw source document into the wiki. Reads the source, extracts key information, creates or updates wiki pages, maintains cross-references, and logs the operation. Use when the user adds a new source or says 'ingest this'.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-10 | ✗→✓ | ▲ Improved | -30% | 0% |
| case-09 | ✗→✓ | ▲ Improved | -23% | 0% |
| case-05 | ✗→✓ | ▲ Improved | 51% | 0% |
| case-08 | ✗→✓ | ▲ Improved | -1% | 0% |
| case-11 | ✗→✓ | ▲ Improved | -31% | 0% |
Process a new source document and integrate its knowledge into the wiki.
Read the full source document from knowledge/. Identify:
Before writing, share a brief summary of key takeaways. Ask:
For each significant entity or concept found in the source:
memory/wiki/index.mdupdated date and source_countmemory/wiki/ with proper frontmatter, content, and source citations[[wikilinks]] in both directions between related pagesCreate memory/wiki/sources/<source-name>.md with:
memory/wiki/index.md — add/update entries for all pages touchedknowledge/index.yaml — ensure the source is cataloged with tags and prioritymemory/log.md: ## YYYY-MM-DD] ingest | Source Title
User drops knowledge/quantum-computing-review-2026.pdf and says "ingest this".
quantum-computing.md, error-correction.md, ibm.md, google.mdsources/quantum-computing-review-2026.mdindex.md with all new/updated pageslog.mdA single source might touch 5-15 wiki pages. This is normal and expected.
Other measured skills in the registry, with their headline benchmark lift.