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Why
- Problem: Relevance pipelines run in stages (query understanding → retrieval → ranking → re-ranking). RelyLoop tunes
the ranking stage; the query-understanding stage — where light pre-query ...
mvp2
ready-to-execute
type/feature
Why
- Problem: Phase 1 (feat_overnight_autopilot) made an overnight study chain reviewable from any study s detail page
(GET /api/v1/studies/{id}/chain + AutoFollowupChainPanel). But it solved reviewability, ...
mvp2
ready-to-execute
type/feature
go to login page try to login with google account Then it will show failed to fetch
Why
feat_data_table_primitive shipped filter-only FTS — ?q=foo matches rows where search_vector @@ plainto_tsquery( english
, foo ) is true but orders results by created_at DESC, id DESC (the default ...
mvp2
needs-preflight
priority/P2
type/feature
Why
- Problem: Phase 1 (D-1, option (b)) closes the prod-reproducibility loop with prose: the winning normalizer travels
in proposals.config_diff as a scalar query_normalizer value, the PR body ...
mvp2
ready-to-execute
type/feature
Why
UbiReader._scan_ubi_events / _scan_ubi_queries each issue ONE search_batch (a size-limited query). To stay under the
engine result-window they now cap at 10000 rows per (target, window). For a dense ...
mvp2
needs-preflight
priority/P2
type/chore
Why
Date: 2026-05-29 (revised after analysis) Status: Idea — contract decision deferred (NOT a worker bug) Origin: GPT-5.5
PR #317 final-review finding #6 flagged that the hybrid LLM-fill worker uses ...
mvp2
needs-preflight
type/chore
Why
Three connected gaps:
1. One template in the box. samples/templates/ contains a single demo template. A relevance engineer who wants to tune
knn.num_candidates, RRF weights, decay-function scale, ...
mvp2
needs-preflight
priority/P2
type/chore

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