Echo of the input budget.
The packed markdown bundle ready to paste into an AI chat.
Approximate token count (chars / 4).
Top-K hit paths included in the bundle.
Echo of the input query.
OptionalresearchPresent only when at least one distinct subqueries[] entry was searched.
This is a candidate trace, not a claim that a concept is proven.
Bounded candidate/selection trace per normalized query.
Number of full hybrid-search pipelines executed for this pack.
Coverage-first selection followed by RRF fill.
Queries whose search returned no candidates.
Per-section byte counts for observability.
Result of contextPack — a ready-to-paste markdown bundle.
bundleis the full markdown blob the caller can paste into any AI chat.sectionsexposes per-section byte counts so the agent can report what's inside ("4 notes + 12 backlinks + 3 daily notes").estimated_tokensuses the ~4 chars/token heuristic for English / Cyrillic; CJK estimates run higher (real tokenization is model-dependent).