Concept

knowledge pack

A downloadable offline library (one file) of articles on one topic that the app searches before answering.

From the record

In technical terms: SQLite "format 2" (format-v3 adds chunk vectors) with per-row licence and attribution, a card, 20 public self-tests, a coverage probe and a crowding check. Licences: PD, CC0, CC BY, CC BY-SA only. 11 packs published on 2026-10-13.

One matching knowledge pack helps the small model a little on questions written from that pack.One matching knowledge pack helps the small model a little on questions written from that pack.Opus +0.042 (+0.024…+0.062); Haiku +0.032 (+0.016…+0.050)Set180 pack self-testsStatusdev (agent-written from pack text)JudgeClaude Opus (L2) and Claude Haiku (L1)n180Seeds1Date2026-10-13CaveatPack-matched dev questions, not a bounty-bar measurement.Sourceresearch record reports/REPORT-PACKS-2026-10-13.md:8Open the data file