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Plan-tune cathedral T7. Adds the helper that lets skills inject one-line plain-English annotations on AUQ recommendations based on the user's declared profile — read-only, advisory-only, per TODOS.md E1 substrate-risk guidance (no AUTO_DECIDE off inferred). scripts/declared-annotation.ts - getDeclaredAnnotation(signal_key) → annotation | null - primaryDimensionFor(signal_key) → Dimension | null - Signature uses kebab signal_key per D2/Codex correction (registry uses hyphens; profile dimensions use underscores; helper maps internally). - Bands: >= 0.7 high, <= 0.3 low, else null. Middle band stays silent. - Per-dimension plain-English phrasing: 5 dimensions × 2 bands = 10 phrases. - Reads ~/.gstack/developer-profile.json (honors GSTACK_STATE_ROOT). scripts/psychographic-signals.ts - New signal_key 'decision-autonomy' that maps user_choice → autonomy dimension nudges. This was the missing signal for the 'autonomy' dimension — without it, the cathedral could annotate four of five declared dimensions but autonomy stayed silent. scripts/question-registry.ts - Add signal_key: 'decision-autonomy' to land-and-deploy-merge-confirm and land-and-deploy-rollback. These are the highest-leverage autonomy questions in the surface — "let me decide" vs "go ahead" is exactly what the dimension captures. 13 unit tests cover the helper's full contract (unknown keys, missing profile, middle-band null, both band thresholds, all five dimensions rendering distinct phrases). Existing 47 plan-tune.test.ts tests still pass after the registry + signal-map enrichment. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>