feat(taste): mood taste facet — #1534

Milestone #160 Opt 2b (mood half of the era+mood option). A fourth taste
facet alongside artists + genre tags + eras: signed weights over canonical
mood buckets (melancholic / energetic / chill / …) derived from a track's
enriched folksonomy tags (#1490).

- internal/mood: shared vocabulary — Of(tags) maps folksonomy tags to
  canonical mood buckets (synonyms collapse). Imported by both the taste
  builder and the scorer so a track's mood is derived identically.
- Migration 0047: taste_profile_moods table + taste_tuning.mood_scale
  (DEFAULT 0.5).
- Build side (internal/taste): Config.MoodScale ([0,1] damper, mirrors
  EraScale); accumulate folds each play/like's mood buckets at
  base*MoodScale; persist atomic-replaces the mood rows.
- Scorer (internal/recommendation): TasteProfile gains a mood term
  (own tanh scale + additive 0.12 share, so it never weakens the existing
  signal when a track has no mood tags). Match now takes the candidate's
  mood buckets; loaded per candidate (ListTrackTagsForTracks → mood.Of) in
  the primary similarity loader only — the near-whole-library fallback
  pool passes nil (mood → 0) to avoid a full-library tag scan.
- Tuning lab: mood_scale threaded through recsettings + admin API + web
  card ("Mood weight" row) + Go/web tests.

Coverage is partial (grows with tag enrichment; richer once Last.fm is
keyed), so mood is a supplement — neutral for tracks with no mood tags.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>

internal/db/queries/recommendation_tuning.sql

@@ -32,8 +32,9 @@ RETURNING *;
 -- name: UpsertTasteTuningDefaults :exec
 INSERT INTO taste_tuning (
     singleton, half_life_days, engagement_hard_skip,
-    engagement_neutral, engagement_full, enriched_tag_scale, era_scale
-) VALUES (true, $1, $2, $3, $4, $5, $6)
+    engagement_neutral, engagement_full, enriched_tag_scale, era_scale,
+    mood_scale
+) VALUES (true, $1, $2, $3, $4, $5, $6, $7)
 ON CONFLICT (singleton) DO NOTHING;
 
 -- name: GetTasteTuning :one
@@ -47,6 +48,7 @@ UPDATE taste_tuning
        engagement_full      = $4,
        enriched_tag_scale   = $5,
        era_scale            = $6,
+       mood_scale           = $7,
        updated_at           = now()
  WHERE singleton = true
 RETURNING *;

internal/db/queries/taste_profile.sql

@@ -85,3 +85,18 @@ FROM taste_profile_eras
 WHERE user_id = $1
 ORDER BY weight DESC
 LIMIT $2;
+
+-- name: DeleteTasteProfileMoodsForUser :exec
+DELETE FROM taste_profile_moods WHERE user_id = $1;
+
+-- name: InsertTasteProfileMood :exec
+INSERT INTO taste_profile_moods (user_id, mood, weight)
+VALUES ($1, $2, $3);
+
+-- name: ListTasteProfileMoodsForUser :many
+-- Top-weighted taste moods (#1534); consumed by the scorer's mood term.
+SELECT mood, weight
+FROM taste_profile_moods
+WHERE user_id = $1
+ORDER BY weight DESC
+LIMIT $2;

internal/db/queries/track_tags.sql

@@ -56,3 +56,11 @@ SELECT tt.track_id, tt.tag, tt.weight
   FROM track_tags tt
   JOIN general_likes gl ON gl.track_id = tt.track_id
  WHERE gl.user_id = $1;
+
+-- name: ListTrackTagsForTracks :many
+-- Enriched tags for a set of candidate tracks (#1534), so the scorer can
+-- derive each candidate's mood buckets at scoring time. One row per (track,
+-- tag); the caller filters to mood words via the internal/mood vocabulary.
+SELECT tt.track_id, tt.tag
+  FROM track_tags tt
+ WHERE tt.track_id = ANY($1::uuid[]);