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The link between a lesson (one concrete situation) and the rule that governs it, with the operator's soft-then-hard design built into its state: suggested while evidence accumulates, confirmed or rejected once judged. Only confirmed will carry a rule in retrieval (#4633); rejected is kept so the pair is never proposed again. - models/lesson_rule_link.py + migration 0111: one row per (lesson, rule), CASCADE on both ends, indexed both ways, CHECK on state (rule 36), evidence JSONB and judged_at. - services/lesson_rules.py: require_rules (validated before any write, so a bad id leaves nothing half-linked), set_lesson_rules (set-semantics; a dropped rule becomes rejected, not forgotten), judge_link, and the two reads. ACL: write on the lesson (share-aware), ownership of the rule; a reader sees only rules they own. Decorations are fail-open (#4286). - MCP: create_lesson / update_lesson take rule_ids; get/create/update return `rules`; new judge_lesson_link tool. REST: the same on /api/lessons plus PUT /api/lessons/<id>/rules/<rule_id>. Rules: rule_detail carries `lessons`. - Backup v18: export (full and user-scoped, both ends in scope), builder, importer; both column guards register the table. - Tests: integration (states, set-semantics, judge, ACL all-or-nothing, cascade both ways, CHECK, one row per pair); unit (door wiring, judge registered, migration/model state agreement, backup skip and unjudged stays unjudged). conftest stubs the decorations for unit tests. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>