[P1] Implement cited question answering over personal activity #26

New issue

Closed

opened 2026-07-18 00:02:02 +00:00 by lost-rob0t · 0 comments

lost-rob0t commented

2026-07-18 00:02:02 +00:00

(Migrated from github.com)

Goal

Answer natural-language questions from retrieved activity records with inspectable evidence.

Requirements

Query planning for time ranges, applications, workspaces, and concepts.
Retrieval-augmented generation using the selected routing policy.
Answers must distinguish observed facts, model inference, and unavailable information.
Inline citations to activity clusters and source capture timestamps.
Refuse to answer beyond retrieved evidence rather than fabricating continuity.
Support concise answer and detailed timeline modes.

Acceptance criteria

“What was I doing Saturday?” returns a chronological summary for the resolved date with citations.
Every factual claim can be traced to one or more records.
Empty or weak retrieval produces an explicit insufficient-evidence response.
Local-only mode completes without network access.

Depends on

## Goal Answer natural-language questions from retrieved activity records with inspectable evidence. ## Requirements - Query planning for time ranges, applications, workspaces, and concepts. - Retrieval-augmented generation using the selected routing policy. - Answers must distinguish observed facts, model inference, and unavailable information. - Inline citations to activity clusters and source capture timestamps. - Refuse to answer beyond retrieved evidence rather than fabricating continuity. - Support concise answer and detailed timeline modes. ## Acceptance criteria - “What was I doing Saturday?” returns a chronological summary for the resolved date with citations. - Every factual claim can be traced to one or more records. - Empty or weak retrieval produces an explicit insufficient-evidence response. - Local-only mode completes without network access. ## Depends on - #23 - #24 - #25