Phase C — scripts/cull_principles.py: re-adjudicates every existing 'original'
principle with the SAME panel regime (panel_keep_score → classify → apply_cap),
reversible (CSV backup + rejected canonical recoverable), usage-throttled.
panel_extraction.panel_keep_score + apply_cap (shared, G2). Dry-run on 3
decisions: 37→15 survive.
Phase D — services/principles.py: source-derived label הלכה (binding court) /
כלל פרשני (committee) / עיקרון (persuasive); umbrella עקרונות משפטיים. Wired into
canonical_halacha_get/list (principle_class+principle_label). UI string changes
deferred to the Claude Design gate. spec INV-LRN7; SCRIPTS.md; 7 new tests; 428 green.
Phase E needs no new code — synthesis already targets pending_synthesis, which the
cull leaves only on survivors (rejected canonicals → 'rejected').
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
extract() routes to _extract_via_panel when HALACHA_PANEL_REGIME_ENABLED: the
3-model panel proposes → votes/score → approval rule → dedup vs corpus (known
links as citation, frees a cap slot) → cap HALACHA_PANEL_MAX_NEW genuinely-new
principles/decision (by score), rest dropped. Replaces single-model auto-approve;
legacy path kept as <2-judge fallback. db.store_panel_principles persists the
pre-decided verdict + source-aware canonical create/link (G9 reviewer=panel:...).
Dry-run validated on 29468-08-23: ~18 → 4 principles. 6 new tests; full suite 422 green.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Grounded (INV-AH) multi-instance synthesis with drift guard + chair gate
(pending_review, G10). Single path used by backfill, MCP tool, nightly drain.
HELD from production run pending the principles-redesign (rename+cull, #152).
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
