From 7f7d93c087910e0f9ef3e820b59d6a88f413f94e Mon Sep 17 00:00:00 2001
From: "Jeremy H. Carroll" <jeremycarroll77@gmail.com>
Date: Thu, 5 Nov 2026 21:09:47 -0500
Subject: [PATCH 1/9] Record baseline screenshots, console output, timings, and
 test output for Simplex-NF Studio

---
 overnight/baseline/browser_console.txt     |   4 ++++
 overnight/baseline/first_result_timing.txt |   5 +++++
 overnight/baseline/front_1280x800.png      | Bin 0 -> 174065 bytes
 overnight/baseline/front_390x844.png       | Bin 0 -> 88048 bytes
 overnight/baseline/test_suite_output.txt   |  22 +++++++++++++++++++++
 5 files changed, 31 insertions(+)
 create mode 100644 overnight/baseline/browser_console.txt
 create mode 100644 overnight/baseline/first_result_timing.txt
 create mode 100644 overnight/baseline/front_1280x800.png
 create mode 100644 overnight/baseline/front_390x844.png
 create mode 100644 overnight/baseline/test_suite_output.txt

diff --git a/overnight/baseline/browser_console.txt b/overnight/baseline/browser_console.txt
new file mode 100644
index 0000000..9d4021b
--- /dev/null
+++ b/overnight/baseline/browser_console.txt
@@ -0,0 +1,4 @@
+[warning] cdn.tailwindcss.com should not be used in production. To use Tailwind CSS in production, install it as a PostCSS plugin or use the Tailwind CLI: https://tailwindcss.com/docs/installation
+[error] Failed to load resource: the server responded with a status of 404 (Not Found)
+[warning] cdn.tailwindcss.com should not be used in production. To use Tailwind CSS in production, install it as a PostCSS plugin or use the Tailwind CLI: https://tailwindcss.com/docs/installation
+[error] Failed to load resource: the server responded with a status of 404 (Not Found)
diff --git a/overnight/baseline/first_result_timing.txt b/overnight/baseline/first_result_timing.txt
new file mode 100644
index 0000000..a5410a8
--- /dev/null
+++ b/overnight/baseline/first_result_timing.txt
@@ -0,0 +1,5 @@
+{
+  "domInteractiveMs": 345,
+  "loadEventEndMs": 347,
+  "wallClockFirstResultMs": 1538
+}
diff --git a/overnight/baseline/front_1280x800.png b/overnight/baseline/front_1280x800.png
new file mode 100644
index 0000000000000000000000000000000000000000..13ead0647f7f17d50b4686ba61666c14eea040ea
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diff --git a/overnight/baseline/test_suite_output.txt b/overnight/baseline/test_suite_output.txt
new file mode 100644
index 0000000..239a29d
--- /dev/null
+++ b/overnight/baseline/test_suite_output.txt
@@ -0,0 +1,22 @@
+........................................................................ [ 31%]
+.............................................F.......................... [ 62%]
+........................................................................ [ 93%]
+................                                                         [100%]
+================================== FAILURES ===================================
+____ TestSimplexNormalForms.test_zero_gtmur_across_contracts_wiki_and_code ____
+
+self = <test_normal_forms.TestSimplexNormalForms testMethod=test_zero_gtmur_across_contracts_wiki_and_code>
+
+    def test_zero_gtmur_across_contracts_wiki_and_code(self) -> None:
+        for folder in ("contracts", "normal_forms", "wiki", "images"):
+            for p in (REPO_ROOT / folder).rglob("*"):
+                if p.is_file() and p.suffix in {".yaml", ".md", ".svg", ".py", ".sql", ".json"}:
+                    txt = p.read_text(encoding="utf-8")
+>                   self.assertNotIn("gtmur", txt.lower(), f"Found legacy gtmur in {p}")
+E                   AssertionError: 'gtmur' unexpectedly found in '# planned tests 516�615\n\n**authorityeffect:** `none`\n**parent inventory:** [planned-tests.md](planned-tests.md)\n\ntests 1�515 stay in the parent inventory. the rows below are planned. they have no module and no execution receipt.\n\n## 26. tranche 27: exact rational constraint sums (tests 516�535)\n\n**status:** planned. no module and no execution receipt.  \ntarget module: `omega_engine_governance/tests/normal_forms/test_tranche27_exact_rational_constraint_sums.py`  \naligned contracts: `nf.physics.wdwnf`, `nf.physics.l1_constraint_closure`, `nf.runtime.zfnf`\n\neach amplitude is a signed rational $\\sigma_i n_i / d_i$ with $d_i > 0$. the net constraint is the gcd-reduced fold $\\sum_i \\sigma_i n_i / d_i$, and the constraint vanishes exactly when $n_{\\text{net}} = 0$.\n\n| # | test identifier | category | target invariant & scope |\n|---|---|---|---|\n| 516 | `test_single_term_rational_amplitude_is_not_zero` | exact sum | a one-term constraint $1/7$ yields $n_{\\text{net}} \\neq 0$. the $k=1$ term remains in the fold. |\n| 517 | `test_two_term_exact_cancellation` | exact sum | $1/2 - 1/2$ yields $n_{\\text{net}} = 0$ after reduction. |\n| 518 | `test_two_term_false_zero_rejected` | exact sum | $1/2 - 1/3$ yields $1/6$, so $n_{\\text{net}} \\neq 0$. |\n| 519 | `test_three_term_false_zero_rejected` | exact sum | $1/2 + 1/3 - 3/5$ yields $7/30$, so $n_{\\text{net}} \\neq 0$. |\n| 520 | `test_three_term_true_zero_accepted` | exact sum | $1/2 + 1/3 - 5/6$ yields $n_{\\text{net}} = 0$. |\n| 521 | `test_large_integer_beyond_2_64` | exact sum | numerators and denominators above $10^{18}$ fold by stepwise gcd reduction and return the same reduced fraction as arbitrary-precision arithmetic. |\n| 522 | `test_stepwise_fold_keeps_single_term` | exact sum | the fold of a single fraction equals that fraction. a pairwise sum over $i \\neq j$ is not used as the constraint value. |\n| 523 | `test_stepwise_fold_disagrees_with_pairwise_product_at_k3` | exact sum | for three fractions, the stepwise rational sum differs from $\\sum_{i \\neq j} n_i d_j$. the harness reports the stepwise sum. |\n| 524 | `test_denominator_strictly_positive` | exact sum | an amplitude with $d_i = 0$ is a typed refusal before any fold begins. |\n| 525 | `test_sign_applied_before_reduction` | exact sum | $\\sigma_i \\in \\{+1,-1\\}$ is applied to the numerator, and gcd reduction leaves a positive denominator. |\n| 526 | `test_unreduced_fractions_canonicalize` | exact sum | $2/4 + 1/2$ reduces to the same $(n_{\\text{net}}, d_{\\text{net}})$ as $1/2 + 1/2$. |\n| 527 | `test_wdw_constraint_vanishes_iff_numerator_zero` | wdwnf | the wheeler�dewitt constraint $h_{\\perp}$ is recorded as zero exactly when the folded numerator is zero. |\n| 528 | `test_positive_wdw_residual_refuses_preserve` | wdwnf | a folded residual of $1/2$ routes away from `preserve`. |\n| 529 | `test_momentum_constraint_uses_same_rational_fold` | l1 closure | the spatial diffeomorphism constraint uses the same signed rational fold as $h_{\\perp}$. |\n| 530 | `test_four_term_mixed_sign_cancellation` | exact sum | $1/3 + 1/6 - 1/2 + 0/1$ yields $n_{\\text{net}} = 0$. |\n| 531 | `test_zero_numerator_is_exact_zero` | exact sum | $0/5$ is exact zero and stays exact zero inside a larger fold. |\n| 532 | `test_negative_denominator_normalized` | exact sum | input $-1/-2$ is stored as $+1/2$ with $d > 0$. input $1/-2$ is stored as $-1/2$ with $d > 0$. |\n| 533 | `test_gcd_reduction_is_deterministic` | exact sum | two calls on the same multiset of fractions return identical $(n_{\\text{net}}, d_{\\text{net}})$. |\n| 534 | `test_rational_fold_order_independence` | exact sum | every permutation of a fixed list of signed fractions returns the same reduced sum. |\n| 535 | `test_float_constraint_payload_refused` | exact sum | a float payload such as `0.16666666666666666` is a typed refusal. the fold accepts only integer numerators and denominators. |\n\n---\n\n## 27. tranche 28: null totality, boolean identity, residual zero & candidate sets (tests 536�555)\n\n**status:** planned. no module and no execution receipt.  \ntarget module: `omega_engine_governance/tests/normal_forms/test_tranche28_null_totality_and_guard_identity.py`  \naligned contracts: `nf.evidence.certificate`, `nf.coda.eqnf`, `nf.runtime.zfnf`, `normal_form_contract_schema.yaml`\n\nboolean fields use `type(val) is bool`. sql disagreement uses `is distinct from`. guard $g_3$ requires `residual_mass == 0`. guard $g_5$ requires set equality of candidate identifiers.\n\n| # | test identifier | category | target invariant & scope |\n|---|---|---|---|\n| 536 | `test_bool_field_rejects_int_one` | boolean identity | a schema boolean rejects integer `1`. the mutation is the witness. |\n| 537 | `test_bool_field_rejects_int_zero` | boolean identity | a schema boolean rejects integer `0`. the mutation is the witness. |\n| 538 | `test_bool_field_accepts_true_and_false` | boolean identity | `true` and `false` pass a schema boolean check, and their python types are `bool`. |\n| 539 | `test_conditional_field_accepts_bool_or_conditional` | boolean identity | a field whose schema is boolean-or-`"conditional"` accepts `true`, `false`, and the string `"conditional"`. |\n| 540 | `test_conditional_field_rejects_other_strings` | boolean identity | the same field refuses `"true"`, `"false"`, `"yes"`, and the empty string. |\n| 541 | `test_null_preflight_flags_null_fact_value` | null totality | a totality preflight returns the row whose protected fact value is null. |\n| 542 | `test_null_preflight_flags_null_global_verdict` | null totality | a totality preflight returns the row whose `global_verdict` is null. |\n| 543 | `test_null_preflight_flags_null_local_product` | null totality | a totality preflight returns the row whose `local_product` is null. |\n| 544 | `test_sql_inequality_misses_null_disagreement` | null totality | `global_verdict <> local_product` returns no row when one side is null. the same row is returned by `is distinct from`. |\n| 545 | `test_is_distinct_from_detects_null_versus_value` | null totality | `null is distinct from 1` and `0 is distinct from null` both select the disagreeing row. |\n| 546 | `test_is_distinct_from_detects_value_mismatch` | null totality | two non-null unequal verdicts are selected by `is distinct from`. |\n| 547 | `test_is_distinct_from_accepts_equal_pair` | null totality | two equal non-null verdicts are absent from the `is distinct from` result. |\n| 548 | `test_zero_residual_guard_requires_exact_zero` | residual gate | guard $g_3$ passes only when `residual_mass == 0` as an exact rational. |\n| 549 | `test_half_residual_fails_under_positive_tolerance` | residual gate | residual mass $1/2$ fails $g_3$ when a caller supplies a positive numeric tolerance. |\n| 550 | `test_certificate_verify_is_executed` | certificate | an attached distance certificate is accepted only after `certificate.verify()` returns success. |\n| 551 | `test_certificate_distance_equals_residual_mass` | certificate | the validator requires `certificate.distance == residual_mass` on the exact rational. |\n| 552 | `test_contradictory_certificate_refuses` | certificate | a certificate whose distance differs from the computed residual mass produces an explicit refusal. |\n| 553 | `test_exhaustive_guard_requires_set_equality` | exhaustiveness | guard $g_5$ passes when the checked candidate-id set equals `packet.evaluator_class_e` and the lengths are equal. |\n| 554 | `test_duplicate_checks_fail_set_exhaustiveness` | exhaustiveness | a count `candidates_checked >= candidates_declared` with a repeated id and a missing declared id fails $g_5$. |\n| 555 | `test_extraneous_candidate_id_fails_exhaustiveness` | exhaustiveness | a checked id absent from the packet fails $g_5$ even when the counts match. |\n\n---\n\n## 28. tranche 29: loss-ledger trigger registry (tests 556�575)\n\n**status:** planned. no module and no execution receipt.  \ntarget module: `omega_engine_governance/tests/normal_forms/test_tranche29_loss_ledger_trigger_registry.py`  \naligned contracts: `nf.evidence.loss_ledger`, `nf.compilation.cpnf`, `nf.transport.gtmur`, `nf.motion.flow_control`, `nf.representation.gnf`, `nf.motion.locality_lrb`, `nf.epistemic.location`, `nf.epistemic.enf`\n\nthe closed registry in `normal_form_contract_schema.yaml` is the only source of trigger ids. `loss_ledger_required: conditional` carries one of those ids.\n\n| # | test identifier | category | target invariant & scope |\n|---|---|---|---|\n| 556 | `test_conditional_obligation_requires_trigger_id` | registry | `loss_ledger_required: conditional` with `loss_ledger_trigger_id: null` is a schema refusal. |\n| 557 | `test_conditional_prose_without_trigger_id_refused` | registry | a free-text loss commentary and a null trigger id is a schema refusal. |\n| 558 | `test_trigger_id_cpnf_lossy_compilation_lowering_resolves` | registry | `cpnf.lossy_compilation_lowering` resolves to the closed registry entry for lossy compilation lowering. |\n| 559 | `test_trigger_id_gtmur_unmapped_field_drop_resolves` | registry | `gtmur.unmapped_field_drop` resolves to the closed registry entry for unmapped field drop. |\n| 560 | `test_trigger_id_flow_control_buffer_drop_resolves` | registry | `flow_control.buffer_drop` resolves to the closed registry entry for buffer drop. |\n| 561 | `test_trigger_id_gnf_hyperedge_projection_loss_resolves` | registry | `gnf.hyperedge_projection_loss` resolves to the closed registry entry for hyperedge projection loss. |\n| 562 | `test_trigger_id_locality_lrb_tail_truncation_resolves` | registry | `locality_lrb.tail_truncation` resolves to the closed registry entry for lieb�robinson tail truncation. |\n| 563 | `test_trigger_id_epistemic_location_partition_divergence_resolves` | registry | `epistemic_location.partition_divergence` resolves to the closed registry entry for partition divergence. |\n| 564 | `test_trigger_id_enf_lossy_epistemic_transition_resolves` | registry | `enf.lossy_epistemic_transition` resolves to the closed registry entry for lossy epistemic transition. |\n| 565 | `test_unregistered_trigger_id_refused` | registry | `loss_ledger_trigger_id: "custom.operator_note"` is a schema refusal. |\n| 566 | `test_registry_keys_equal_schema_enum` | registry | the keys of `loss_ledger_trigger_registry` equal the non-null enum of `loss_ledger_trigger_id`. |\n| 567 | `test_required_false_permits_null_trigger` | registry | `loss_ledger_required: false` with a null trigger id passes the trigger check. |\n| 568 | `test_required_true_demands_ledger_entries` | ledger payload | `loss_ledger_required: true` with an empty entry list is a refusal. |\n| 569 | `test_required_true_rejects_missing_ledger_object` | ledger payload | `loss_ledger_required: true` with no ledger object is a refusal. |\n| 570 | `test_loss_ledger_required_rejects_int_zero_and_one` | boolean identity | integer `0` and integer `1` fail the `loss_ledger_required` type check. accepted values are `true`, `false`, and `"conditional"`. |\n| 571 | `test_trigger_fires_only_for_its_event` | predicate | `flow_control.buffer_drop` stays inactive on a compilation-lowering event, and `cpnf.lossy_compilation_lowering` stays inactive on a buffer-drop event. |\n| 572 | `test_inactive_trigger_omits_ledger` | predicate | when `loss_ledger_required` is `conditional` and the registered predicate is false, a missing ledger passes. |\n| 573 | `test_active_trigger_demands_ledger` | predicate | when the same contract\'s predicate is true, a missing ledger is a refusal. |\n| 574 | `test_sealed_ledger_digest_tracks_erased_attributes` | ledger payload | changing `erased_attributes` changes the sealed ledger digest. |\n| 575 | `test_parser_preserves_declared_trigger_id` | registry | parsing a contract with `loss_ledger_required: conditional` and `loss_ledger_trigger_id: gtmur.unmapped_field_drop` returns that id unchanged. a missing id stays null, and the conditional check then refuses. |\n\n---\n\n## 29. tranche 30: pseudometric separation & quotient factors (tests 576�595)\n\n**status:** planned. no module and no execution receipt.  \ntarget module: `omega_engine_governance/tests/normal_forms/test_tranche30_pseudometric_and_quotient_factors.py`  \naligned contracts: `nf.epistemic.odnf`, `nf.coda.eqnf`, `nf.transport.gtmur`\n\ndistance zero is a pseudometric fact. point equality is claimed only after a declared separation axiom. quotient distance is the $l_1$ distance on the quotient, and a factor through the quotient is unique on the declared kernel.\n\n| # | test identifier | category | target invariant & scope |\n|---|---|---|---|\n| 576 | `test_pseudometric_zero_keeps_distinct_ids` | pseudometric | two observer states with $d(o_1, o_2) = 0$ retain distinct identifiers when no separation axiom is declared. |\n| 577 | `test_equality_requires_separation_axiom` | pseudometric | a collapse of those states to one point is refused until the contract declares a separation axiom. |\n| 578 | `test_odnf_zero_divergence_routes_to_abstain` | odnf | odnf distance zero, with separation undeclared, routes to `abstain`. |\n| 579 | `test_positive_pseudometric_blocks_collapse` | pseudometric | $d(o_1, o_2) = 1/2$ refuses a collapse receipt. |\n| 580 | `test_pseudometric_nonnegative` | pseudometric | every evaluated pair returns $d \\ge 0$ as an exact rational. |\n| 581 | `test_pseudometric_symmetric` | pseudometric | $d(a, b) = d(b, a)$ on the fixture pairs. |\n| 582 | `test_pseudometric_triangle_inequality` | pseudometric | $d(a, c) \\le d(a, b) + d(b, c)$ on the fixture triple, with exact rational addition. |\n| 583 | `test_separation_axiom_makes_zero_into_equality` | pseudometric | after the contract declares separation, $d(a, b) = 0$ yields $a = b$ in the quotient of the pseudometric. |\n| 584 | `test_l1_quotient_distance_is_the_reported_distance` | quotient | the reported distance is the $l_1$ distance between quotient classes, computed from class representatives. |\n| 585 | `test_kernel_inclusion_checked_before_factor` | quotient | a map factors through the quotient only when the declared kernel sits inside the map\'s kernel. |\n| 586 | `test_factor_missing_a_kernel_pair_refused` | quotient | a candidate factor that separates two kernel-equivalent representatives is refused. |\n| 587 | `test_universal_factor_unique_on_classes` | quotient | two factors that agree on every quotient class are recorded as the same factor. |\n| 588 | `test_second_factor_disagreement_refused` | quotient | a second factor that disagrees on one class is refused as a universal factor. |\n| 589 | `test_quotient_identifies_only_the_declared_kernel` | quotient | representatives outside the declared kernel remain distinct classes. |\n| 590 | `test_nontrivial_class_is_not_a_point_equality_claim` | quotient | a class with two representatives is reported as one quotient point and two carrier points. |\n| 591 | `test_eqnf_unverified_quotient_refuses_preserve` | eqnf | an eqnf quotient whose verification status is `absent` refuses `preserve`. |\n| 592 | `test_gtmur_unmapped_field_opens_loss_ledger` | gtmur | dropping an unmapped field opens a loss-ledger entry bound to `gtmur.unmapped_field_drop`. |\n| 593 | `test_gtmur_mapped_roundtrip_preserves_payload` | gtmur | a payload whose fields are all in the declared map round-trips to the same canonical bytes. |\n| 594 | `test_certificate_does_not_supply_separation` | pseudometric | attaching a distance certificate leaves the separation axiom unset. zero distance still withholds point equality. |\n| 595 | `test_two_representatives_at_quotient_distance_zero` | quotient | two distinct representatives of one class have quotient distance zero and unequal carrier ids. |\n\n---\n\n## 30. tranche 31: operational pipeline & terminal routes (tests 596�615)\n\n**status:** planned. no module and no execution receipt.  \ntarget module: `omega_engine_governance/tests/normal_forms/test_tranche31_operational_pipeline_and_terminal_routes.py`  \naligned contracts: `nf.epistemic.authority`, `nf.evidence.certificate`, `nf.evidence.ddanf`, `nf.coda.eqnf`\n\nthe operational harness runs `route`, then `descend`, then `verify`, then `terminalize`, and stops at the first refusal. `guardevidence` is read from that trace. caller-supplied booleans are `guardattestations` and stay on the attestation side of the boundary.\n\n| # | test identifier | category | target invariant & scope |\n|---|---|---|---|\n| 596 | `test_stages_run_in_route_descend_verify_terminalize_order` | pipeline | a clean fixture records the four stage names in that order in the serialized trace. |\n| 597 | `test_route_refusal_skips_later_stages` | pipeline | a refusal from `route` leaves `descend`, `verify`, and `terminalize` absent from the trace. |\n| 598 | `test_descend_refusal_skips_verify_and_terminalize` | pipeline | a refusal from `descend` leaves `verify` and `terminalize` absent from the trace. |\n| 599 | `test_verify_refusal_skips_terminalize` | pipeline | a refusal from `verify` leaves `terminalize` absent from the trace. |\n| 600 | `test_trace_lists_each_executed_stage` | pipeline | the trace entries are exactly the stages that ran, each with its input digest and output digest. |\n| 601 | `test_trace_sha256_binds_canonical_json` | pipeline | the receipt digest equals the sha-256 of the rfc 8785 canonical json of the trace. |\n| 602 | `test_mutated_trace_byte_fails_digest` | pipeline | flipping one byte of the canonical trace makes the stored digest fail recomputation. |\n| 603 | `test_guard_evidence_is_read_from_the_trace` | evidence | `guardevidence` fields match the stage outputs in the trace and are absent when the stage did not run. |\n| 604 | `test_caller_true_without_trace_refuses_preserve` | attestation | a caller attestation `verified: true` with no trace refuses `preserve`. |\n| 605 | `test_attestation_input_type_is_guard_attestations` | attestation | the policy-evaluator entry point accepts `guardattestations` and refuses a payload typed as `guardevidence` when no trace is attached. |\n| 606 | `test_policy_evaluator_receipt_names_attestation_boundary` | attestation | the attestation receipt states that the evaluator judges caller-supplied attestations and records no pipeline execution. |\n| 607 | `test_observed_no_mixed_fiber_routes_to_abstain` | terminal route | evidence label `observednomixedfiberincorpus` routes to `abstain`. |\n| 608 | `test_claimed_view_determinate_routes_to_abstain` | terminal route | evidence label `claimedviewdeterminate` routes to `abstain`. |\n| 609 | `test_preserve_requires_machine_checked_and_verifier` | terminal route | `preserve` is emitted when `verification_status` is `machine_checked` and `verifier_required` is `true`. |\n| 610 | `test_preserve_refused_when_verifier_required_is_false` | terminal route | `verification_status: machine_checked` with `verifier_required: false` refuses `preserve`. |\n| 611 | `test_preserve_refused_when_verification_status_absent` | terminal route | `verifier_required: true` with `verification_status: absent` refuses `preserve`. |\n| 612 | `test_count_only_coverage_is_labeled_count_coverage` | exhaustiveness | a packet that supplies counts and no candidate ids is labeled count coverage. |\n| 613 | `test_count_coverage_does_not_emit_exhaustive` | exhaustiveness | the count-coverage label is refused as an `exhaustive` guard result. |\n| 614 | `test_replay_of_trace_reproduces_terminal` | replay | re-executing the stored trace yields the same terminal and the same sha-256 digest. |\n| 615 | `test_first_refusal_is_the_recorded_terminal` | pipeline | when `descend` refuses, the recorded terminal is that refusal, and later stage names do not appear. |\n\n---\n' : Found legacy gtmur in C:\Users\a343o\source\repos\simplex-normal-forms\normal_forms\planned-tests-516-615.md
+
+tests\test_normal_forms.py:57: AssertionError
+=========================== short test summary info ===========================
+FAILED tests/test_normal_forms.py::TestSimplexNormalForms::test_zero_gtmur_across_contracts_wiki_and_code
+1 failed, 231 passed in 37.50s
+Frontend component parsing and zero-step chase rendering passed.

From a0946ba80fb63426fa7a67d7a1d673d8b7d29690 Mon Sep 17 00:00:00 2001
From: "Jeremy H. Carroll" <jeremycarroll77@gmail.com>
Date: Thu, 5 Nov 2026 21:32:09 -0500
Subject: [PATCH 2/9] Add property-based tests for closure, candidate keys, 3NF
 synthesis, BCNF decomposition, and chase join agreement

---
 tests/test_relational_properties.py | 329 ++++++++++++++++++++++++++++
 web/static/anomalon-favicon.svg     |   1 +
 web/static/anomalon.css             | 178 +++++++++++++++
 web/static/anomalon.js              | 108 +++++++++
 web/static/style.css                |  74 ++-----
 web/templates/index.html            | 122 +++++------
 6 files changed, 688 insertions(+), 124 deletions(-)
 create mode 100644 tests/test_relational_properties.py
 create mode 100644 web/static/anomalon-favicon.svg
 create mode 100644 web/static/anomalon.css
 create mode 100644 web/static/anomalon.js

diff --git a/tests/test_relational_properties.py b/tests/test_relational_properties.py
new file mode 100644
index 0000000..15ab586
--- /dev/null
+++ b/tests/test_relational_properties.py
@@ -0,0 +1,329 @@
+"""Property-based correctness tests for classical relational dependency algebra.
+
+Checks over seeded random functional-dependency sets on at most 6 attributes:
+1. Attribute closure and candidate-key enumeration agree with brute force over all attribute subsets.
+2. Bernstein 3NF synthesis is dependency-preserving and lossless (chase reaches a distinguished row).
+3. Tsou-Fischer BCNF decomposition is lossless and every output table is in BCNF.
+4. Chase lossy/lossless verdict agrees with actual natural join of projections on small instances,
+   and when lossy, spurious_tuple_witness appears in the natural join of projections of the chase
+   counterexample instance and not in the original relation.
+"""
+
+from __future__ import annotations
+
+from itertools import combinations, product
+import random
+from typing import Dict, FrozenSet, Iterable, List, Sequence, Set, Tuple
+
+from normal_forms.domain.relational import (
+    FunctionalDependency,
+    RelationalSchema,
+     check_bcnf,
+    chase_join_dependency,
+    compute_attribute_closure,
+)
+from normal_forms.domain.relational_advanced import (
+    decompose_bcnf_tree,
+    project_functional_dependencies,
+    synthesize_3nf_bernstein,
+)
+
+
+def _brute_force_closure(
+    attrs: Sequence[str],
+    seed_subset: Iterable[str],
+    fds: Sequence[FunctionalDependency],
+) -> FrozenSet[str]:
+    """Computes X^+ by checking all 2^|U| Boolean valuations satisfying F."""
+    attr_list = sorted(attrs)
+    seed_set = set(seed_subset)
+    in_closure = set(attr_list)
+
+    for bits in product((0, 1), repeat=len(attr_list)):
+        valuation = dict(zip(attr_list, bits))
+        if not all(valuation[a] == 1 for a in seed_set):
+            continue
+        satisfies_fds = True
+        for fd in fds:
+            if all(valuation[a] == 1 for a in fd.determinant):
+                if not all(valuation[b] == 1 for b in fd.dependent):
+                    satisfies_fds = False
+                    break
+        if not satisfies_fds:
+            continue
+        for a in list(in_closure):
+            if valuation[a] == 0:
+                in_closure.remove(a)
+
+    return frozenset(in_closure)
+
+
+def _brute_force_candidate_keys(
+    attrs: Sequence[str],
+    fds: Sequence[FunctionalDependency],
+) -> Set[FrozenSet[str]]:
+    """Enumerates all minimal superkeys by checking all non-empty subsets of U."""
+    attr_list = sorted(attrs)
+    all_set = frozenset(attr_list)
+    superkeys: List[FrozenSet[str]] = []
+
+    for r in range(1, len(attr_list) + 1):
+        for comb in combinations(attr_list, r):
+            sub = frozenset(comb)
+            if _brute_force_closure(attr_list, sub, fds) == all_set:
+                superkeys.append(sub)
+
+    minimal: Set[FrozenSet[str]] = set()
+    for sk in superkeys:
+        if not any(other < sk for other in superkeys):
+            minimal.add(sk)
+    return minimal
+
+
+def _project_relation(
+    rows: Sequence[Dict[str, str]],
+    comp: Iterable[str],
+) -> List[Dict[str, str]]:
+    cols = sorted(comp)
+    seen: Set[Tuple[str, ...]] = set()
+    out: List[Dict[str, str]] = []
+    for row in rows:
+        key = tuple(row[c] for c in cols)
+        if key not in seen:
+            seen.add(key)
+            out.append({c: row[c] for c in cols})
+    return out
+
+
+def _natural_join(
+    left: Sequence[Dict[str, str]],
+    right: Sequence[Dict[str, str]],
+) -> List[Dict[str, str]]:
+    if not left:
+        return []
+    if not right:
+        return []
+    left_cols = set(left[0].keys())
+    right_cols = set(right[0].keys())
+    shared = sorted(left_cols & right_cols)
+    all_cols = sorted(left_cols | right_cols)
+
+    seen: Set[Tuple[str, ...]] = set()
+    joined: List[Dict[str, str]] = []
+    for r1 in left:
+        for r2 in right:
+            if all(r1[c] == r2[c] for c in shared):
+                merged = {**r1, **r2}
+                tup = tuple(merged[c] for c in all_cols)
+                if tup not in seen:
+                    seen.add(tup)
+                    joined.append({c: merged[c] for c in all_cols})
+    return joined
+
+
+def _join_all_projections(
+    rows: Sequence[Dict[str, str]],
+    components: Sequence[Iterable[str]],
+) -> List[Dict[str, str]]:
+    projections = [_project_relation(rows, comp) for comp in components]
+    if not projections:
+        return []
+    acc = projections[0]
+    for proj in projections[1:]:
+        acc = _natural_join(acc, proj)
+    return acc
+
+
+def _relation_satisfies_fds(
+    rows: Sequence[Dict[str, str]],
+    fds: Iterable[FunctionalDependency],
+) -> bool:
+    for fd in fds:
+        det_cols = sorted(fd.determinant)
+        dep_cols = sorted(fd.dependent)
+        for i in range(len(rows)):
+            for j in range(i + 1, len(rows)):
+                if all(rows[i][c] == rows[j][c] for c in det_cols):
+                    if not all(rows[i][c] == rows[j][c] for c in dep_cols):
+                        return False
+    return True
+
+
+def _random_schema(rng: random.Random) -> RelationalSchema:
+    n_attrs = rng.randint(2, 6)
+    attrs = [chr(ord("A") + i) for i in range(n_attrs)]
+    n_fds = rng.randint(1, 6)
+    fds: Set[FunctionalDependency] = set()
+    for _ in range(n_fds):
+        det_size = rng.randint(1, max(1, n_attrs - 1))
+        det = frozenset(rng.sample(attrs, det_size))
+        remaining = [a for a in attrs if a not in det]
+        if not remaining:
+            dep = frozenset(rng.sample(attrs, 1))
+        else:
+            dep_size = rng.randint(1, min(2, len(remaining)))
+            dep = frozenset(rng.sample(remaining, dep_size))
+        fds.add(FunctionalDependency(det, dep))
+    return RelationalSchema(attributes=frozenset(attrs), dependencies=frozenset(fds))
+
+
+def test_closure_and_candidate_keys_match_brute_force() -> None:
+    rng = random.Random(20261105)
+    for iteration in range(150):
+        schema = _random_schema(rng)
+        attrs = sorted(schema.attributes)
+        fds = list(schema.dependencies)
+
+        for r in range(len(attrs) + 1):
+            for comb in combinations(attrs, r):
+                got = compute_attribute_closure(comb, fds)
+                expected = _brute_force_closure(attrs, comb, fds)
+                assert got == expected, (
+                    f"Closure mismatch at seed=20261105 iter={iteration} "
+                    f"subset={comb} fds={fds}: got={got}, expected={expected}"
+                )
+
+        got_keys = set(schema.candidate_keys())
+        expected_keys = _brute_force_candidate_keys(attrs, fds)
+        assert got_keys == expected_keys, (
+            f"Candidate keys mismatch at seed=20261105 iter={iteration} "
+            f"fds={fds}: got={got_keys}, expected={expected_keys}"
+        )
+
+
+def test_3nf_synthesis_is_dependency_preserving_and_lossless() -> None:
+    rng = random.Random(20261106)
+    for iteration in range(150):
+        schema = _random_schema(rng)
+        decomp = synthesize_3nf_bernstein(schema)
+        assert len(decomp) >= 1
+        assert frozenset().union(*decomp) == schema.attributes
+
+        # Dependency preservation: every input FD is implied by the union of FDs projected onto the 3NF tables
+        projected_union: List[FunctionalDependency] = []
+        for comp in decomp:
+            projected_union.extend(project_functional_dependencies(schema.dependencies, comp))
+
+        for fd in schema.dependencies:
+            closure = compute_attribute_closure(fd.determinant, projected_union)
+            assert fd.dependent.issubset(closure), (
+                f"3NF synthesis lost FD {fd} at seed=20261106 iter={iteration}: "
+                f"decomp={decomp}, projected_union={projected_union}"
+            )
+
+        # Lossless join: when decomposed into >=2 tables, chase reaches a distinguished row
+        if len(decomp) >= 2:
+            chase = chase_join_dependency(
+                heading=sorted(schema.attributes),
+                dependencies=schema.dependencies,
+                components=decomp,
+            )
+            assert chase.is_implied is True, (
+                f"3NF synthesis is not lossless at seed=20261106 iter={iteration}: "
+                f"schema={schema}, decomp={decomp}, chase={chase}"
+            )
+            assert chase.distinguished_row_index is not None
+            dist_row = chase.final_tableau[chase.distinguished_row_index]
+            assert all(dist_row[a] == f"a_{a}" for a in schema.attributes)
+
+
+def test_bcnf_decomposition_is_lossless_and_in_bcnf() -> None:
+    rng = random.Random(20261107)
+    for iteration in range(150):
+        schema = _random_schema(rng)
+        leaves = decompose_bcnf_tree(schema)
+        assert len(leaves) >= 1
+        assert frozenset().union(*(s.attributes for s in leaves)) == schema.attributes
+
+        for leaf in leaves:
+            ok_bcnf, reason = check_bcnf(leaf)
+            assert ok_bcnf is True, (
+                f"BCNF leaf failed check_bcnf at seed=20261107 iter={iteration}: "
+                f"leaf={leaf}, reason={reason}"
+            )
+
+        if len(leaves) >= 2:
+            chase = chase_join_dependency(
+                heading=sorted(schema.attributes),
+                dependencies=schema.dependencies,
+                components=[s.attributes for s in leaves],
+            )
+            assert chase.is_implied is True, (
+                f"BCNF decomposition is lossy at seed=20261107 iter={iteration}: "
+                f"schema={schema}, leaves={leaves}, chase={chase}"
+            )
+            assert chase.distinguished_row_index is not None
+
+
+def test_chase_verdict_agrees_with_natural_join_and_spurious_tuple_witness() -> None:
+    rng = random.Random(20261108)
+    lossy_count = 0
+    lossless_count = 0
+
+    for iteration in range(150):
+        schema = _random_schema(rng)
+        attrs = sorted(schema.attributes)
+        if len(attrs) < 3:
+            continue
+
+        # Build a random 2-way or 3-way decomposition covering all attributes
+        k = rng.randint(1, len(attrs) - 1)
+        part1 = set(attrs[:k])
+        part2 = set(attrs[k:])
+        overlap = rng.sample(attrs, rng.randint(1, len(attrs) - 1))
+        comp1 = frozenset(part1 | set(overlap[:1]))
+        comp2 = frozenset(part2 | set(overlap))
+        if comp1 == schema.attributes or comp2 == schema.attributes:
+            continue
+        components = [comp1, comp2]
+
+        chase = chase_join_dependency(
+            heading=attrs,
+            dependencies=schema.dependencies,
+            components=components,
+        )
+        assert chase.is_implied in (True, False)
+
+        # The final chase tableau is a relation over attrs
+        final_rows = [{c: row[c] for c in attrs} for row in chase.final_tableau]
+        joined_rows = _join_all_projections(final_rows, components)
+
+        if chase.is_implied is False:
+            lossy_count += 1
+            assert _relation_satisfies_fds(final_rows, schema.dependencies), (
+                f"Lossy counterexample tableau violates FDs at iter={iteration}: {final_rows}"
+            )
+            witness = chase.spurious_tuple_witness
+            assert witness is not None, "Lossy chase must return a spurious_tuple_witness"
+            witness_clean = {c: witness[c] for c in attrs}
+            assert witness_clean not in final_rows, (
+                f"Spurious witness {witness_clean} was already in the original relation {final_rows}"
+            )
+            assert witness_clean in joined_rows, (
+                f"Spurious witness {witness_clean} did not appear in the join of projections {joined_rows}"
+            )
+        else:
+            lossless_count += 1
+            assert chase.spurious_tuple_witness is None
+            dist_witness = {c: f"a_{c}" for c in attrs}
+            assert dist_witness in final_rows
+            # Run chase to full fixpoint (early_exit=False) to get an FD-valid instance I
+            full_chase = chase_join_dependency(
+                heading=attrs,
+                dependencies=schema.dependencies,
+                components=components,
+                early_exit=False,
+            )
+            valid_instance = _project_relation(
+                [{c: row[c] for c in attrs} for row in full_chase.final_tableau],
+                attrs,
+            )
+            assert _relation_satisfies_fds(valid_instance, schema.dependencies)
+            rejoined = _join_all_projections(valid_instance, components)
+            assert len(rejoined) == len(valid_instance) and all(
+                r in valid_instance for r in rejoined
+            ), f"Lossless decomposition produced spurious tuples on {valid_instance}: {rejoined}"
+
+    assert lossy_count >= 10, f"Expected at least 10 lossy cases, got {lossy_count}"
+    assert lossless_count >= 10, f"Expected at least 10 lossless cases, got {lossless_count}"
+
diff --git a/web/static/anomalon-favicon.svg b/web/static/anomalon-favicon.svg
new file mode 100644
index 0000000..a77a165
--- /dev/null
+++ b/web/static/anomalon-favicon.svg
@@ -0,0 +1 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 32 32" xmlns:c2pa="http://c2pa.org/manifest"><metadata><c2pa:manifest>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diff --git a/web/static/anomalon.css b/web/static/anomalon.css
new file mode 100644
index 0000000..f4e2bf5
--- /dev/null
+++ b/web/static/anomalon.css
@@ -0,0 +1,178 @@
+/*
+ * Anomalon design system v1 — palette A, "paper and teal".
+ * One stylesheet for www.anomalon.com and every *.anomalon.com tool.
+ * Load:  <link rel="stylesheet" href="https://www.anomalon.com/ds/v1/anomalon.css">
+ * Classes are prefixed an- so they never collide with a tool's own CSS.
+ */
+@import url("https://fonts.googleapis.com/css2?family=IBM+Plex+Mono:wght@400;500&family=IBM+Plex+Sans:wght@400;500;600&display=swap");
+
+/* ---------- tokens ---------- */
+:root {
+  --an-bg: #fbfbf9;
+  --an-surface: #ffffff;
+  --an-ink: #15202c;
+  --an-ink-2: #4b5664;
+  --an-ink-3: #6f7884;
+  --an-line: #e2e4e1;
+  --an-line-strong: #c9cdc8;
+  --an-accent: #12706c;
+  --an-accent-hover: #0d5b58;
+  --an-accent-ink: #ffffff;
+  --an-accent-soft: #e2f0ee;
+  --an-ok: #1f7a4a;      --an-ok-soft: #e1f1e7;
+  --an-warn: #8a5a00;    --an-warn-soft: #f7ecd2;
+  --an-bad: #b3261e;     --an-bad-soft: #f8e1de;
+  --an-mute-soft: #eceeed;
+  --an-focus: 0 0 0 3px rgba(18, 112, 108, .35);
+
+  --an-sans: "IBM Plex Sans", system-ui, -apple-system, "Segoe UI", sans-serif;
+  --an-mono: "IBM Plex Mono", ui-monospace, Consolas, monospace;
+
+  /* type scale (px): 12.5 / 14 / 16 / 20 / 30 */
+  --an-fs-xs: .78125rem; --an-fs-sm: .875rem; --an-fs-md: 1rem; --an-fs-lg: 1.25rem; --an-fs-xl: 1.875rem;
+  /* spacing (px): 4 8 12 16 24 32 48 */
+  --an-s1: 4px; --an-s2: 8px; --an-s3: 12px; --an-s4: 16px; --an-s5: 24px; --an-s6: 32px; --an-s7: 48px;
+  --an-radius: 6px;
+  --an-header-h: 56px;
+  --an-w-prose: 620px; --an-w-home: 880px; --an-w-tool: 1200px;
+}
+@media (prefers-color-scheme: dark) {
+  :root:not([data-theme="light"]) {
+    --an-bg: #11161c; --an-surface: #171e26; --an-ink: #e6eaee; --an-ink-2: #aab3bd; --an-ink-3: #8a939d;
+    --an-line: #2a333d; --an-line-strong: #3a4552; --an-accent: #4fb7b0; --an-accent-hover: #6cc9c2; --an-accent-ink: #0c1a1a;
+    --an-accent-soft: #16302f; --an-ok: #6fcf97; --an-ok-soft: #173326; --an-warn: #e0b55a; --an-warn-soft: #3a2e14;
+    --an-bad: #f2867d; --an-bad-soft: #3d1d1a; --an-mute-soft: #222a33; color-scheme: dark;
+  }
+}
+:root[data-theme="dark"] {
+  --an-bg: #11161c; --an-surface: #171e26; --an-ink: #e6eaee; --an-ink-2: #aab3bd; --an-ink-3: #8a939d;
+  --an-line: #2a333d; --an-line-strong: #3a4552; --an-accent: #4fb7b0; --an-accent-hover: #6cc9c2; --an-accent-ink: #0c1a1a;
+  --an-accent-soft: #16302f; --an-ok: #6fcf97; --an-ok-soft: #173326; --an-warn: #e0b55a; --an-warn-soft: #3a2e14;
+  --an-bad: #f2867d; --an-bad-soft: #3d1d1a; --an-mute-soft: #222a33; color-scheme: dark;
+}
+
+/* ---------- base (opt-in with class="an" on <body>) ---------- */
+body.an { margin: 0; background: var(--an-bg); color: var(--an-ink); font: 400 var(--an-fs-sm)/1.6 var(--an-sans); -webkit-font-smoothing: antialiased; }
+.an *, .an *::before, .an *::after { box-sizing: border-box; }
+.an h1, .an h2, .an h3 { margin: 0; line-height: 1.2; text-wrap: balance; font-weight: 600; }
+.an h1 { font-size: var(--an-fs-xl); letter-spacing: -.025em; }
+.an h2 { font-size: var(--an-fs-lg); letter-spacing: -.01em; }
+.an h3 { font-size: var(--an-fs-md); }
+.an p { margin: 0; }
+.an a { color: var(--an-accent); text-underline-offset: 2px; }
+.an a:hover { color: var(--an-accent-hover); }
+.an code, .an kbd, .an pre, .an-mono { font-family: var(--an-mono); font-size: .92em; }
+.an :focus-visible { outline: none; box-shadow: var(--an-focus); border-radius: 3px; }
+.an-tnum { font-variant-numeric: tabular-nums; }
+.an-label { font: 500 var(--an-fs-xs)/1.3 var(--an-mono); letter-spacing: .06em; text-transform: uppercase; color: var(--an-ink-3); }
+.an-muted { color: var(--an-ink-2); }
+.an-sr { position: absolute; width: 1px; height: 1px; overflow: hidden; clip-path: inset(50%); white-space: nowrap; }
+
+/* ---------- header ---------- */
+.an-header { position: sticky; top: env(safe-area-inset-top, 0px); z-index: 20; background: var(--an-surface); border-bottom: 1px solid var(--an-line); }
+.an-header__in { max-width: var(--an-w-tool); margin: 0 auto; height: var(--an-header-h); display: flex; align-items: center; gap: var(--an-s5);
+  padding-left: max(var(--an-s5), env(safe-area-inset-left, 0px)); padding-right: max(var(--an-s5), env(safe-area-inset-right, 0px)); }
+.an-brand { display: flex; align-items: center; gap: 9px; font-weight: 600; font-size: 15px; letter-spacing: -.01em; color: var(--an-ink) !important; text-decoration: none; white-space: nowrap; }
+.an-brand svg { width: 22px; height: 22px; flex: none; }
+.an-brand__tool { color: var(--an-ink-3); font-weight: 400; }
+.an-nav { margin-left: auto; display: flex; gap: var(--an-s5); font-size: 13.5px; }
+.an-nav a { color: var(--an-ink-2); text-decoration: none; padding: 17px 0; }
+.an-nav a:hover { color: var(--an-ink); }
+.an-nav a[aria-current="page"] { color: var(--an-ink); font-weight: 500; box-shadow: inset 0 -2px 0 var(--an-accent); }
+.an-header .an-nav__toggle { display: none; margin-left: auto; }
+@media (max-width: 760px) {
+  .an-header__in { padding-left: max(var(--an-s4), env(safe-area-inset-left, 0px)); padding-right: max(var(--an-s4), env(safe-area-inset-right, 0px)); }
+  .an-header .an-nav__toggle { display: inline-flex; }
+  .an-nav { display: none; position: absolute; left: 0; right: 0; top: var(--an-header-h); flex-direction: column; gap: 0; background: var(--an-surface); border-bottom: 1px solid var(--an-line);
+    padding: var(--an-s2) max(var(--an-s4), env(safe-area-inset-right, 0px)) var(--an-s3) max(var(--an-s4), env(safe-area-inset-left, 0px)); }
+  .an-nav[data-open="true"] { display: flex; }
+  .an-nav a { padding: 10px 0; }
+  .an-nav a[aria-current="page"] { box-shadow: inset 2px 0 0 var(--an-accent); padding-left: 10px; }
+}
+
+/* ---------- footer ---------- */
+.an-footer { border-top: 1px solid var(--an-line); margin-top: var(--an-s7); }
+.an-footer__in { max-width: var(--an-w-tool); margin: 0 auto; display: flex; flex-wrap: wrap; gap: var(--an-s2) var(--an-s5); font-size: 12.5px; color: var(--an-ink-3);
+  padding-block: var(--an-s5); padding-left: max(var(--an-s5), env(safe-area-inset-left, 0px)); padding-right: max(var(--an-s5), env(safe-area-inset-right, 0px)); }
+.an-footer__in > :first-child { margin-right: auto; }
+.an-footer a { color: var(--an-ink-2); text-decoration: none; }
+.an-footer a:hover { color: var(--an-ink); text-decoration: underline; }
+
+/* ---------- page containers ---------- */
+.an-page { margin: 0 auto; padding-block: var(--an-s7) var(--an-s6); padding-left: max(var(--an-s5), env(safe-area-inset-left, 0px)); padding-right: max(var(--an-s5), env(safe-area-inset-right, 0px)); }
+.an-page--prose { max-width: calc(var(--an-w-prose) + 2 * var(--an-s5)); display: grid; grid-template-columns: minmax(0, 1fr); gap: var(--an-s4); }
+.an-page--home { max-width: calc(var(--an-w-home) + 2 * var(--an-s5)); }
+.an-page--tool { max-width: var(--an-w-tool); padding-block: 0 var(--an-s6); }
+.an-page--prose p { color: var(--an-ink-2); font-size: 15px; max-width: 65ch; }
+.an-lede { color: var(--an-ink-2); font-size: var(--an-fs-md); max-width: 56ch; margin-top: var(--an-s3) !important; }
+@media (max-width: 760px) { .an-page { padding-block: var(--an-s6) var(--an-s5); padding-left: max(var(--an-s4), env(safe-area-inset-left, 0px)); padding-right: max(var(--an-s4), env(safe-area-inset-right, 0px)); } .an h1 { font-size: 1.55rem; } }
+
+/* ---------- tool directory (hub) ---------- */
+.an-tools { display: grid; grid-template-columns: repeat(2, minmax(0, 1fr)); gap: 1px; background: var(--an-line); border: 1px solid var(--an-line); border-radius: var(--an-radius); overflow: hidden; margin-top: var(--an-s6); }
+.an-tool { background: var(--an-surface); padding: 18px 20px; display: grid; gap: 6px; align-content: start; text-decoration: none; color: var(--an-ink) !important; min-width: 0; }
+.an-tool:hover { background: var(--an-bg); }
+.an-tool__name { font-size: 15px; font-weight: 600; display: flex; justify-content: space-between; gap: var(--an-s2); }
+.an-tool__name::after { content: "→"; color: var(--an-accent); font-weight: 500; transition: transform .15s; }
+.an-tool:hover .an-tool__name::after { transform: translateX(3px); }
+.an-tool__desc { color: var(--an-ink-2); font-size: 13.5px; }
+.an-tool__host { font: 400 12px var(--an-mono); color: var(--an-ink-3); overflow-wrap: anywhere; }
+@media (max-width: 640px) { .an-tools { grid-template-columns: 1fr; } }
+
+/* ---------- buttons ---------- */
+.an-btn { font: 500 13.5px/1 var(--an-sans); border-radius: var(--an-radius); padding: 0 16px; min-height: 38px; display: inline-flex; align-items: center; justify-content: center; gap: 6px;
+  border: 1px solid var(--an-line-strong); background: var(--an-surface); color: var(--an-ink); cursor: pointer; text-decoration: none; transition: background-color .15s, border-color .15s; }
+.an-btn:hover { background: var(--an-bg); border-color: var(--an-ink-3); color: var(--an-ink); }
+.an-btn--primary { background: var(--an-accent); border-color: var(--an-accent); color: var(--an-accent-ink); }
+.an-btn--primary:hover { background: var(--an-accent-hover); border-color: var(--an-accent-hover); color: var(--an-accent-ink); }
+.an-btn--ghost { border-color: transparent; background: transparent; }
+.an-btn:disabled { opacity: .5; cursor: not-allowed; }
+@media (pointer: coarse) { .an-btn { min-height: 44px; } }
+
+/* ---------- status chips: ok / warn / bad / mute ---------- */
+.an-chip { display: inline-flex; align-items: center; gap: 6px; font: 500 11.5px/1.4 var(--an-mono); letter-spacing: .04em; text-transform: uppercase; padding: 3px 8px; border-radius: 4px; white-space: nowrap; }
+.an-chip::before { content: ""; width: 6px; height: 6px; border-radius: 50%; background: currentColor; }
+.an-chip--ok { background: var(--an-ok-soft); color: var(--an-ok); }
+.an-chip--warn { background: var(--an-warn-soft); color: var(--an-warn); }
+.an-chip--bad { background: var(--an-bad-soft); color: var(--an-bad); }
+.an-chip--mute { background: var(--an-mute-soft); color: var(--an-ink-2); }
+
+/* ---------- forms ---------- */
+.an-field { display: grid; gap: 5px; font-size: 12.5px; font-weight: 500; color: var(--an-ink-2); }
+.an-input, .an-textarea, .an-select { font: 400 13px/1.5 var(--an-mono); color: var(--an-ink); background: var(--an-surface); border: 1px solid var(--an-line-strong); border-radius: var(--an-radius); padding: 8px 10px; width: 100%; }
+.an-input:focus, .an-textarea:focus, .an-select:focus { outline: none; border-color: var(--an-accent); box-shadow: var(--an-focus); }
+.an-textarea { resize: vertical; min-height: 6em; }
+
+/* ---------- tool template ---------- */
+.an-toolbar { display: flex; flex-wrap: wrap; align-items: center; gap: var(--an-s3); padding: 14px 0; border-bottom: 1px solid var(--an-line); }
+.an-toolbar h1 { font-size: var(--an-fs-lg); letter-spacing: -.01em; }
+.an-toolbar__end { margin-left: auto; display: flex; gap: var(--an-s2); }
+.an-split { display: grid; grid-template-columns: minmax(0, 5fr) minmax(0, 7fr); gap: 0; }
+.an-split__in { padding: var(--an-s5) var(--an-s5) var(--an-s5) 0; border-right: 1px solid var(--an-line); display: grid; grid-template-columns: minmax(0, 1fr); gap: 14px; align-content: start; }
+.an-split__out { padding: var(--an-s5) 0 var(--an-s5) var(--an-s5); display: grid; grid-template-columns: minmax(0, 1fr); gap: 14px; align-content: start; min-width: 0; }
+.an-actions { display: flex; flex-wrap: wrap; gap: var(--an-s2); justify-content: flex-end; padding-top: var(--an-s3); border-top: 1px solid var(--an-line); }
+@media (max-width: 860px) { .an-split { grid-template-columns: minmax(0, 1fr); } .an-split__in { padding-right: 0; border-right: 0; border-bottom: 1px solid var(--an-line); } .an-split__out { padding-left: 0; } }
+
+.an-summary { display: flex; flex-wrap: wrap; gap: var(--an-s3); align-items: center; padding: 12px 14px; background: var(--an-surface); border: 1px solid var(--an-line); border-radius: var(--an-radius); }
+.an-summary b { font-size: 14px; }
+.an-kv { display: grid; grid-template-columns: repeat(auto-fit, minmax(140px, 1fr)); gap: 1px; background: var(--an-line); border: 1px solid var(--an-line); border-radius: var(--an-radius); overflow: hidden; }
+.an-kv > div { background: var(--an-surface); padding: 10px 12px; min-width: 0; }
+.an-kv small { display: block; font-size: 11px; color: var(--an-ink-3); text-transform: uppercase; letter-spacing: .06em; }
+.an-kv strong { font: 500 15px var(--an-mono); font-variant-numeric: tabular-nums; overflow-wrap: anywhere; }
+.an-callout { display: flex; flex-wrap: wrap; align-items: center; gap: 6px; padding: 12px 14px; border: 1px solid var(--an-line); border-left: 3px solid var(--an-accent); background: var(--an-accent-soft); border-radius: var(--an-radius); font-size: 13.5px; }
+
+/* ---------- tables & code ---------- */
+.an-scroll { overflow-x: auto; }
+.an-table { width: 100%; border-collapse: collapse; font-size: 13px; }
+.an-table th, .an-table td { padding: 8px 10px; border-bottom: 1px solid var(--an-line); text-align: left; vertical-align: top; }
+.an-table th { color: var(--an-ink-3); font-weight: 500; font-size: 12px; }
+.an-table td.n, .an-table th.n { font-family: var(--an-mono); font-variant-numeric: tabular-nums; text-align: right; }
+.an-code { position: relative; background: var(--an-surface); border: 1px solid var(--an-line); border-radius: var(--an-radius); }
+.an-code pre { margin: 0; padding: 12px 14px; overflow-x: auto; font: 400 12.5px/1.55 var(--an-mono); color: var(--an-ink); }
+.an-code [data-an-copy] { position: absolute; top: 6px; right: 6px; min-height: 28px; padding: 0 10px; font-size: 12px; }
+
+/* ---------- definition list (contact, metadata) ---------- */
+.an-dl { display: grid; grid-template-columns: max-content 1fr; gap: 10px 20px; margin: var(--an-s2) 0 0; font-size: 14.5px; }
+.an-dl dt { color: var(--an-ink-3); }
+.an-dl dd { margin: 0; min-width: 0; overflow-wrap: anywhere; }
+
+@media (prefers-reduced-motion: reduce) { .an *, .an *::before, .an *::after { transition: none !important; animation: none !important; } }
diff --git a/web/static/anomalon.js b/web/static/anomalon.js
new file mode 100644
index 0000000..e035f32
--- /dev/null
+++ b/web/static/anomalon.js
@@ -0,0 +1,108 @@
+/*
+ * Anomalon design system v1 — behaviour.
+ * Load:  <script src="https://www.anomalon.com/ds/v1/anomalon.js" defer></script>
+ *
+ *  - <div data-an-header data-tool="Simplex-NF" data-nav="Synthesis=/,Quickstart=/#quickstart"></div>
+ *      renders the shared header. data-tool and data-nav are optional;
+ *      "All tools" is always appended unless data-no-all is present.
+ *  - <div data-an-footer data-tool="Simplex-NF Studio" data-source="https://github.com/..."></div>
+ *      renders the shared footer.
+ *  - <button data-an-copy="#id-of-pre">Copy</button> copies the target's text.
+ * No dependencies. Safe to load twice.
+ */
+(function () {
+  "use strict";
+  if (window.Anomalon) return;
+  var HOME = "https://www.anomalon.com";
+  var MARK =
+    '<svg viewBox="0 0 22 22" aria-hidden="true"><rect x="1" y="1" width="20" height="20" rx="4" fill="none" stroke="currentColor" stroke-width="1.6"/>' +
+    '<path d="M6 15.5 11 6l5 9.5" fill="none" stroke="currentColor" stroke-width="1.6" stroke-linejoin="round"/>' +
+    '<circle cx="11" cy="12.6" r="1.7" fill="var(--an-accent)"/></svg>';
+
+  function esc(s) { return String(s).replace(/[&<>"']/g, function (c) { return { "&": "&amp;", "<": "&lt;", ">": "&gt;", '"': "&quot;", "'": "&#39;" }[c]; }); }
+
+  function parseNav(spec) {
+    if (!spec) return [];
+    return spec.split(",").map(function (pair) {
+      var i = pair.indexOf("=");
+      return i < 0 ? null : { label: pair.slice(0, i).trim(), href: pair.slice(i + 1).trim() };
+    }).filter(Boolean);
+  }
+
+  function isCurrent(href) {
+    try {
+      var u = new URL(href, location.href);
+      if (u.origin !== location.origin) return false;
+      var a = u.pathname.replace(/\/index\.html$/, "/").replace(/\.html$/, "");
+      var b = location.pathname.replace(/\/index\.html$/, "/").replace(/\.html$/, "");
+      return a === b && (!u.hash || u.hash === location.hash);
+    } catch (e) { return false; }
+  }
+
+  function header(el) {
+    var tool = el.getAttribute("data-tool");
+    var home = el.getAttribute("data-home") || HOME + "/";
+    var items = parseNav(el.getAttribute("data-nav"));
+    if (!el.hasAttribute("data-no-all")) items.push({ label: tool ? "All tools" : "Tools", href: HOME + "/" });
+    var nav = items.map(function (it) {
+      return '<a href="' + esc(it.href) + '"' + (isCurrent(it.href) ? ' aria-current="page"' : "") + ">" + esc(it.label) + "</a>";
+    }).join("");
+    var id = "an-nav-" + Math.random().toString(36).slice(2, 8);
+    el.outerHTML =
+      '<header class="an-header"><div class="an-header__in">' +
+      '<a class="an-brand" href="' + esc(home) + '">' + MARK + "Anomalon" + (tool ? ' <span class="an-brand__tool">/ ' + esc(tool) + "</span>" : "") + "</a>" +
+      (nav ? '<button class="an-btn an-btn--ghost an-nav__toggle" aria-expanded="false" aria-controls="' + id + '">Menu</button>' +
+        '<nav class="an-nav" id="' + id + '" aria-label="Main">' + nav + "</nav>" : "") +
+      "</div></header>";
+  }
+
+  function footer(el) {
+    var tool = el.getAttribute("data-tool");
+    var src = el.getAttribute("data-source");
+    var year = new Date().getFullYear();
+    el.outerHTML =
+      '<footer class="an-footer"><div class="an-footer__in">' +
+      "<span>" + (tool ? "Anomalon · " + esc(tool) : "© " + year + " Anomalon") + "</span>" +
+      (src ? '<a href="' + esc(src) + '">Source</a>' : "") +
+      '<a href="' + HOME + '/about">About</a><a href="' + HOME + '/contact">Contact</a>' +
+      "</div></footer>";
+  }
+
+  function copyText(text, btn) {
+    var done = function () { var t = btn.textContent; btn.textContent = "Copied"; setTimeout(function () { btn.textContent = t; }, 1400); };
+    if (navigator.clipboard && navigator.clipboard.writeText) {
+      navigator.clipboard.writeText(text).then(done, function () { fallback(text); done(); });
+    } else { fallback(text); done(); }
+  }
+  function fallback(text) {
+    var ta = document.createElement("textarea"); ta.value = text; ta.setAttribute("readonly", "");
+    ta.style.position = "fixed"; ta.style.opacity = "0"; document.body.appendChild(ta); ta.select();
+    try { document.execCommand("copy"); } catch (e) {} document.body.removeChild(ta);
+  }
+
+  function init(root) {
+    root = root || document;
+    root.querySelectorAll("[data-an-header]").forEach(header);
+    root.querySelectorAll("[data-an-footer]").forEach(footer);
+  }
+
+  document.addEventListener("click", function (ev) {
+    var t = ev.target.closest && ev.target.closest(".an-nav__toggle");
+    if (t) {
+      var nav = document.getElementById(t.getAttribute("aria-controls"));
+      var open = t.getAttribute("aria-expanded") !== "true";
+      t.setAttribute("aria-expanded", String(open)); if (nav) nav.setAttribute("data-open", String(open));
+      return;
+    }
+    var c = ev.target.closest && ev.target.closest("[data-an-copy]");
+    if (c) {
+      var sel = c.getAttribute("data-an-copy");
+      var src = sel ? document.querySelector(sel) : c.parentElement.querySelector("pre, code");
+      if (src) copyText(src.innerText, c);
+    }
+  });
+
+  window.Anomalon = { init: init, version: "1.0.0" };
+  if (document.readyState === "loading") document.addEventListener("DOMContentLoaded", function () { init(); });
+  else init();
+})();
diff --git a/web/static/style.css b/web/static/style.css
index 1186b24..73f61b9 100644
--- a/web/static/style.css
+++ b/web/static/style.css
@@ -1,61 +1,25 @@
-/* Custom styles for Simplex Normal Forms Studio */
+/* Simplex Normal Forms Studio: local additions on top of /static/anomalon.css (Anomalon design system v1). */
 
-.active-tab {
-  background-color: #1e293b;
-  color: #22d3ee;
-  border-bottom: 2px solid #06b6d4;
-}
+/* Section tabs: underline style, matching the shared header. */
+.tab-btn { border-radius: 0 !important; color: var(--an-ink-2); box-shadow: inset 0 -2px 0 transparent; }
+.tab-btn:hover { color: var(--an-ink); }
+.active-tab { color: var(--an-ink) !important; background: transparent; box-shadow: inset 0 -2px 0 var(--an-accent); }
 
-.no-scrollbar::-webkit-scrollbar {
-  display: none;
-}
-.no-scrollbar {
-  -ms-overflow-style: none;
-  scrollbar-width: none;
-}
+.no-scrollbar::-webkit-scrollbar { display: none; }
+.no-scrollbar { -ms-overflow-style: none; scrollbar-width: none; }
 
-/* Custom scrollbars for code blocks and tables */
-pre::-webkit-scrollbar, div::-webkit-scrollbar {
-  width: 6px;
-  height: 6px;
-}
-pre::-webkit-scrollbar-track, div::-webkit-scrollbar-track {
-  background: #020617;
-}
-pre::-webkit-scrollbar-thumb, div::-webkit-scrollbar-thumb {
-  background: #334155;
-  border-radius: 3px;
-}
-pre::-webkit-scrollbar-thumb:hover, div::-webkit-scrollbar-thumb:hover {
-  background: #475569;
-}
+/* Quiet scrollbars for code blocks and tables. */
+pre::-webkit-scrollbar, div::-webkit-scrollbar { width: 6px; height: 6px; }
+pre::-webkit-scrollbar-track, div::-webkit-scrollbar-track { background: var(--an-bg); }
+pre::-webkit-scrollbar-thumb, div::-webkit-scrollbar-thumb { background: var(--an-line-strong); border-radius: 3px; }
 
-/* Long result values must remain readable within their cards. */
-.ledger-value {
-  min-width: 0;
-  overflow-wrap: anywhere;
-}
+/* Status badges, aliased to the shared chip colors. */
+.badge-pass { background: var(--an-ok-soft); color: var(--an-ok); border: 1px solid transparent; }
+.badge-fail { background: var(--an-bad-soft); color: var(--an-bad); border: 1px solid transparent; }
+.badge-warn { background: var(--an-warn-soft); color: var(--an-warn); border: 1px solid transparent; }
 
-.compiler-fixture-json {
-  white-space: pre-wrap;
-  overflow-wrap: anywhere;
-}
+/* The shared stylesheet's sticky header sits above the tab row. */
+.an-header { z-index: 50; }
 
-/* Badge styles */
-.badge-pass {
-  background-color: rgba(16, 185, 129, 0.15);
-  color: #34d399;
-  border: 1px solid rgba(16, 185, 129, 0.4);
-}
-
-.badge-fail {
-  background-color: rgba(244, 63, 94, 0.15);
-  color: #fb7185;
-  border: 1px solid rgba(244, 63, 94, 0.4);
-}
-
-.badge-warn {
-  background-color: rgba(245, 158, 11, 0.15);
-  color: #fbbf24;
-  border: 1px solid rgba(245, 158, 11, 0.4);
-}
+/* Keep the preset picker inside the viewport on phones. */
+select { max-width: 100%; }
diff --git a/web/templates/index.html b/web/templates/index.html
index 9484b1e..5daa9f7 100644
--- a/web/templates/index.html
+++ b/web/templates/index.html
@@ -1,69 +1,57 @@
 <!DOCTYPE html>
-<html lang="en" class="dark">
+<html lang="en">
 <head>
   <meta charset="UTF-8">
   <meta name="viewport" content="width=device-width, initial-scale=1.0">
   <title>Simplex Normal Forms Studio | smplxnf.anomalon.com</title>
-  <script src="https://cdn.tailwindcss.com"></script>
+  <link rel="icon" type="image/svg+xml" href="/static/anomalon-favicon.svg">
+  <link rel="stylesheet" href="https://fonts.googleapis.com/css2?family=IBM+Plex+Mono:wght@400;500&family=IBM+Plex+Sans:wght@400;500;600&display=swap">
+  <link rel="stylesheet" href="/static/anomalon.css">
+  <script src="https://cdn.tailwindcss.com/3.4.17"></script>
   <script>
+    // Anomalon design system v1 (palette A, paper and teal).
+    // The original dark Tailwind classes are kept; this config remaps their colors onto
+    // the shared light tokens so every panel, and every class app.js generates, follows one palette.
+    const teal = {50:'#e2f0ee',100:'#e2f0ee',200:'#0d5b58',300:'#0d5b58',400:'#12706c',500:'#12706c',600:'#0d5b58',700:'#3f9792',800:'#9fcbc6',900:'#cfe6e3',950:'#e2f0ee'};
     tailwind.config = {
-      darkMode: 'class',
       theme: {
         extend: {
           colors: {
-            brand: {
-              50: '#ecfeff',
-              400: '#22d3ee',
-              500: '#06b6d4',
-              600: '#0891b2',
-              900: '#164e63',
-            },
-            slate: {
-              850: '#111827',
-              900: '#0f172a',
-              950: '#020617',
-            }
+            white: '#15202c',
+            black: '#ffffff',
+            slate: {50:'#15202c',100:'#15202c',200:'#15202c',300:'#3a4450',400:'#4b5664',500:'#6f7884',600:'#9aa1aa',700:'#c9cdc8',800:'#e2e4e1',850:'#ffffff',900:'#ffffff',950:'#fbfbf9'},
+            cyan: teal, sky: teal, blue: teal, indigo: teal, brand: teal,
+            emerald: {300:'#1a6a40',400:'#1f7a4a',500:'#1f7a4a',800:'#a9d4b9',900:'#cfe8d8',950:'#e1f1e7'},
+            rose:    {300:'#9c2019',400:'#b3261e',500:'#b3261e',800:'#e7b3ad',900:'#f0cbc6',950:'#f8e1de'},
+            red:     {300:'#9c2019',400:'#b3261e',500:'#b3261e',800:'#e7b3ad',900:'#f0cbc6',950:'#f8e1de'},
+            amber:   {300:'#7a4f00',400:'#8a5a00',500:'#8a5a00',800:'#e3c98f',900:'#efdcae',950:'#f7ecd2'},
+            purple:  {300:'#3a4450',400:'#4b5664',500:'#4b5664',800:'#c9cdc8',900:'#e2e4e1',950:'#eceeed'}
           },
           fontFamily: {
-            mono: ['ui-monospace', 'SFMono-Regular', 'Menlo', 'Monaco', 'Consolas', 'monospace'],
-          }
+            sans: ['"IBM Plex Sans"', 'system-ui', '-apple-system', '"Segoe UI"', 'sans-serif'],
+            mono: ['"IBM Plex Mono"', 'ui-monospace', 'Consolas', 'monospace']
+          },
+          borderRadius: { md: '6px', lg: '6px', xl: '6px', '2xl': '6px' },
+          boxShadow: { sm: 'none', DEFAULT: 'none', md: 'none', lg: 'none', xl: 'none', '2xl': 'none' }
         }
       }
     }
   </script>
   <link rel="stylesheet" href="/static/style.css">
 </head>
-<body class="bg-slate-950 text-slate-100 min-h-screen flex flex-col font-sans antialiased selection:bg-cyan-500 selection:text-black">
-
-  <!-- Top Header Navigation -->
-  <header class="border-b border-slate-800 bg-slate-900/80 backdrop-blur sticky top-0 z-50">
-    <div class="max-w-7xl mx-auto px-4 sm:px-6 lg:px-8 min-h-16 py-3 lg:py-0 flex flex-col lg:flex-row lg:items-center justify-between gap-3">
-      <div class="flex items-center space-x-3 min-w-0">
-        <div class="h-9 w-9 shrink-0 rounded-lg bg-gradient-to-br from-cyan-400 to-blue-600 flex items-center justify-center font-bold text-black text-lg shadow-lg shadow-cyan-500/20">
-          Δ
-        </div>
-        <div class="min-w-0">
-          <div class="flex flex-wrap items-center gap-x-2 gap-y-1">
-            <span class="font-extrabold text-base sm:text-lg whitespace-nowrap tracking-tight bg-gradient-to-r from-cyan-400 via-sky-300 to-indigo-300 bg-clip-text text-transparent">Simplex-NF Studio</span>
-            <span class="text-xs px-2 py-0.5 rounded-full bg-cyan-950 text-cyan-400 border border-cyan-800 font-mono">v0.1.0</span>
-          </div>
-          <p class="text-xs text-slate-400 hidden sm:block">Relational Synthesis, Streaming BQNF & NF-IR Compiler Workbench</p>
-        </div>
-      </div>
-      <div class="flex flex-wrap items-center justify-between sm:justify-start gap-3">
-        <span class="inline-flex items-center px-2.5 py-1 rounded-md text-xs font-mono bg-slate-800 text-slate-300 border border-slate-700">
-          <span class="w-2 h-2 mr-1.5 rounded-full bg-emerald-400 animate-pulse"></span>
-          smplxnf.anomalon.com
-        </span>
-        <a href="#quickstart" onclick="switchTab('quickstart')" class="text-xs bg-cyan-500 hover:bg-cyan-400 text-black font-semibold px-3 py-1.5 rounded-md transition shadow shadow-cyan-500/20 flex items-center space-x-1">
-          <span>Clone & Import</span>
-        </a>
-      </div>
+<body class="bg-slate-950 text-slate-100 min-h-screen flex flex-col font-sans antialiased selection:bg-cyan-950">
+
+  <!-- Shared Anomalon header -->
+  <header class="an-header">
+    <div class="an-header__in">
+      <a class="an-brand" href="https://www.anomalon.com/"><svg viewBox="0 0 22 22" aria-hidden="true"><rect x="1" y="1" width="20" height="20" rx="4" fill="none" stroke="currentColor" stroke-width="1.6"/><path d="M6 15.5 11 6l5 9.5" fill="none" stroke="currentColor" stroke-width="1.6" stroke-linejoin="round"/><circle cx="11" cy="12.6" r="1.7" fill="var(--an-accent)"/></svg>Anomalon <span class="an-brand__tool">/ Simplex-NF Studio</span></a>
+      <button class="an-btn an-btn--ghost an-nav__toggle" aria-expanded="false" aria-controls="an-nav">Menu</button>
+      <nav class="an-nav" id="an-nav" aria-label="Site"><a href="#quickstart" onclick="switchTab('quickstart')">Quickstart</a><a href="https://github.com/dbccpage/simplex-normal-forms">Source</a><a href="https://www.anomalon.com/">All tools</a></nav>
     </div>
   </header>
 
   <!-- Navigation Tabs -->
-  <div class="bg-slate-900 border-b border-slate-800">
+  <div class="bg-slate-950 border-b border-slate-800">
     <div class="max-w-7xl mx-auto px-4 sm:px-6 lg:px-8">
       <nav class="flex space-x-2 sm:space-x-4 overflow-x-auto py-2.5 no-scrollbar" aria-label="Tabs">
         <button onclick="switchTab('relational')" id="tab-btn-relational" class="tab-btn active-tab flex items-center space-x-2 px-3.5 py-2 text-sm font-medium rounded-lg transition whitespace-nowrap">
@@ -114,9 +102,9 @@ <h1 class="text-xl font-bold text-white flex items-center gap-2">
               Derive candidate keys under Armstrong's Axioms, inspect minimal covers, synthesize dependency-preserving lossless-join 3NF relations, decompose BCNF trees, and verify join dependency implication via the deterministic Tableau Chase with spurious tuple counterexamples.
             </p>
           </div>
-          <div class="flex items-center gap-2 min-w-0 max-w-full">
+          <div class="flex items-center gap-2">
             <label for="relational-preset-select" class="text-xs text-slate-400 font-medium">Load Preset:</label>
-            <select id="relational-preset-select" onchange="loadRelationalPreset(this.value)" class="min-w-0 flex-1 bg-slate-800 border border-slate-700 text-slate-200 text-xs rounded-lg px-3 py-2 focus:ring-2 focus:ring-cyan-500 focus:outline-none">
+            <select id="relational-preset-select" onchange="loadRelationalPreset(this.value)" class="bg-slate-800 border border-slate-700 text-slate-200 text-xs rounded-lg px-3 py-2 focus:ring-2 focus:ring-cyan-500 focus:outline-none">
               <option value="ecommerce">E-Commerce Orders (3NF Violation)</option>
               <option value="supply_chain">Supply Chain Logistics Fleet</option>
               <option value="healthcare">Healthcare Attending Staff Wards</option>
@@ -153,7 +141,7 @@ <h2 class="text-sm font-semibold uppercase tracking-wider text-slate-400 flex it
               <p class="text-[11px] text-slate-500 mt-1">Leave blank to chase Bernstein's 3NF synthesis, or enter subschemas to test for lossiness.</p>
             </div>
 
-            <button onclick="executeRelationalNormalize()" id="btn-run-relational" class="w-full py-2.5 px-4 bg-gradient-to-r from-cyan-500 to-blue-600 hover:from-cyan-400 hover:to-blue-500 text-black font-bold text-xs uppercase tracking-wider rounded-lg shadow-lg shadow-cyan-500/20 transition flex items-center justify-center space-x-2">
+            <button onclick="executeRelationalNormalize()" id="btn-run-relational" class="w-full py-2.5 px-4 bg-cyan-500 hover:bg-cyan-600 text-black font-semibold text-sm rounded-lg shadow-lg shadow-cyan-500/20 transition flex items-center justify-center space-x-2">
               <svg class="w-4 h-4" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M14.752 11.168l-3.197-2.132A1 1 0 0010 9.87v4.263a1 1 0 001.555.832l3.197-2.132a1 1 0 000-1.664z"/><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M21 12a9 9 0 11-18 0 9 9 0 0118 0z"/></svg>
               <span>Execute Synthesis & Chase Audit</span>
             </button>
@@ -256,7 +244,7 @@ <h1 class="text-xl font-bold text-white flex items-center gap-2">
               Simulate high-throughput Change Data Capture (CDC) events across query boundaries. Observe how Boundary-Quotient Normal Form commutes incremental signed coboundary updates, services destructive extremum deletions via $O(\log K)$ priority-queue cochains, and bisects dynamic dyadic quantile sketches under power-law skew without full table recomputations.
             </p>
           </div>
-          <button onclick="executeBqnfSimulation()" class="py-2.5 px-4 bg-emerald-500 hover:bg-emerald-400 text-black font-bold text-xs uppercase tracking-wider rounded-lg shadow-lg shadow-emerald-500/20 transition flex items-center space-x-2">
+          <button onclick="executeBqnfSimulation()" class="py-2.5 px-4 bg-cyan-500 hover:bg-cyan-600 text-black font-semibold text-sm rounded-lg shadow-lg shadow-emerald-500/20 transition flex items-center space-x-2">
             <svg class="w-4 h-4" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M13 10V3L4 14h7v7l9-11h-7z"/></svg>
             <span>Simulate CDC Stream</span>
           </button>
@@ -379,7 +367,7 @@ <h1 class="text-xl font-bold text-white flex items-center gap-2">
               Inspect the 4-layer compiler intermediate representation. Transform declarative normal form contracts into micro-kernel witness triples $K = (X, F, L)$, optimize via monotone poset subsumption lattices with dead-check elimination (DCE), and lower to executable SQLite triggers, Python guards, and automated counterexample test fixtures.
             </p>
           </div>
-          <button onclick="executeCompilerLowering()" class="py-2.5 px-4 bg-purple-500 hover:bg-purple-400 text-black font-bold text-xs uppercase tracking-wider rounded-lg shadow-lg shadow-purple-500/20 transition flex items-center space-x-2">
+          <button onclick="executeCompilerLowering()" class="py-2.5 px-4 bg-cyan-500 hover:bg-cyan-600 text-black font-semibold text-sm rounded-lg shadow-lg shadow-purple-500/20 transition flex items-center space-x-2">
             <svg class="w-4 h-4" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M10 20l4-16m4 4l4 4-4 4M6 16l-4-4 4-4"/></svg>
             <span>Compile & Lower NF-IR</span>
           </button>
@@ -493,7 +481,7 @@ <h1 class="text-xl font-bold text-white flex items-center gap-2">
               Auditable RAG context compression and token truncation. Enforces exact token conservation (<code class="text-amber-400">source_tokens == retained_tokens + truncated_tokens</code>), emits SHA-256 Merkle-sealed LossLedgers documenting erased attributes, and enforces the epistemic firewall (<code class="text-slate-300">certified_implies_authorized: false</code>).
             </p>
           </div>
-          <button onclick="executeAiLossLedger()" class="py-2.5 px-4 bg-amber-500 hover:bg-amber-400 text-black font-bold text-xs uppercase tracking-wider rounded-lg shadow-lg shadow-amber-500/20 transition flex items-center space-x-2">
+          <button onclick="executeAiLossLedger()" class="py-2.5 px-4 bg-cyan-500 hover:bg-cyan-600 text-black font-semibold text-sm rounded-lg shadow-lg shadow-amber-500/20 transition flex items-center space-x-2">
             <svg class="w-4 h-4" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M9 12l2 2 4-4m5.618-4.016A11.955 11.955 0 0112 2.944a11.955 11.955 0 01-8.618 3.04A12.02 12.02 0 003 9c0 5.591 3.824 10.29 9 11.622 5.176-1.332 9-6.03 9-11.622 0-1.042-.133-2.052-.382-3.016z"/></svg>
             <span>Evaluate Context Transport</span>
           </button>
@@ -550,17 +538,17 @@ <h3 class="text-xs font-semibold uppercase tracking-wider text-slate-400 flex it
               <span id="ai-merkle-verified-badge" class="text-[11px] font-mono text-emerald-400"></span>
             </h3>
             <div class="p-3 bg-slate-950 rounded-lg border border-slate-800 space-y-2 text-xs font-mono">
-              <div class="flex flex-col gap-1 sm:flex-row sm:items-start sm:justify-between sm:gap-4">
+              <div class="flex items-center justify-between">
                 <span class="text-slate-500">Root Merkle Digest:</span>
-                <span id="ai-merkle-digest" class="ledger-value text-amber-400 select-all sm:text-right">—</span>
+                <span id="ai-merkle-digest" class="text-amber-400 select-all">—</span>
               </div>
-              <div class="flex flex-col gap-1 sm:flex-row sm:items-start sm:justify-between sm:gap-4">
+              <div class="flex items-center justify-between">
                 <span class="text-slate-500">Erased Metadata Fields:</span>
-                <span id="ai-erased-fields" class="ledger-value text-rose-400 sm:text-right">—</span>
+                <span id="ai-erased-fields" class="text-rose-400">—</span>
               </div>
-              <div class="flex flex-col gap-1 sm:flex-row sm:items-start sm:justify-between sm:gap-4">
+              <div class="flex items-center justify-between">
                 <span class="text-slate-500">Token Conservation Law:</span>
-                <span id="ai-conservation-equation" class="ledger-value text-cyan-400 sm:text-right">—</span>
+                <span id="ai-conservation-equation" class="text-cyan-400">—</span>
               </div>
             </div>
           </div>
@@ -690,22 +678,18 @@ <h2 class="text-sm font-semibold uppercase tracking-wider text-slate-400">4. Ver
 
   </main>
 
-  <!-- Footer -->
-  <footer class="border-t border-slate-800/80 bg-slate-950 py-6 mt-12 text-xs text-slate-500">
-    <div class="max-w-7xl mx-auto px-4 sm:px-6 lg:px-8 flex flex-col sm:flex-row items-center justify-between gap-4">
-      <div class="flex items-center space-x-2">
-        <span class="font-mono text-cyan-400 font-semibold">Simplex-NF Studio</span>
-        <span>•</span>
-        <span>Hosted at <code class="text-slate-400">smplxnf.anomalon.com</code> via Render</span>
-      </div>
-      <div class="flex flex-wrap items-center justify-center gap-x-4 gap-y-2 font-mono text-[11px]">
-        <span>AuthorityEffect: None</span>
-        <span>•</span>
-        <span>certified_implies_authorized: false</span>
-      </div>
+  <!-- Shared Anomalon footer -->
+  <footer class="an-footer">
+    <div class="an-footer__in">
+      <span>Anomalon · Simplex-NF Studio v0.1.0</span>
+      <span class="font-mono text-[11px]">AuthorityEffect: None · certified_implies_authorized: false</span>
+      <a href="https://github.com/dbccpage/simplex-normal-forms">Source</a>
+      <a href="https://www.anomalon.com/about">About</a>
+      <a href="https://www.anomalon.com/contact">Contact</a>
     </div>
   </footer>
 
   <script src="/static/app.js"></script>
+  <script src="/static/anomalon.js" defer></script>
 </body>
 </html>

From 7c4fd57b839c5ae2e24bcb7e008447e05a8ed44b Mon Sep 17 00:00:00 2001
From: "Jeremy H. Carroll" <jeremycarroll77@gmail.com>
Date: Thu, 5 Nov 2026 21:32:09 -0500
Subject: [PATCH 3/9] Serve single-pane front page at /, move full Studio to
 /studio/, add chase cell diffs and two-target DDL

---
 overnight/LOG.md                    |  44 ++++++
 overnight/after_front_1280x800.png  | Bin 0 -> 156629 bytes
 overnight/after_front_390x844.png   | Bin 0 -> 76523 bytes
 overnight/after_studio_1280x800.png | Bin 0 -> 141010 bytes
 overnight/after_studio_390x844.png  | Bin 0 -> 61433 bytes
 tests/test_frontend.cjs             |   4 +
 web/app.py                          | 119 +++++++++++++--
 web/static/anomalon.css             |  16 +-
 web/static/anomalon.js              |  15 +-
 web/static/app.js                   |  28 ++--
 web/templates/front.html            | 218 ++++++++++++++++++++++++++++
 web/templates/index.html            | 170 ++++++++++++----------
 web/test_api_smoke.py               |  45 ++++++
 13 files changed, 535 insertions(+), 124 deletions(-)
 create mode 100644 overnight/LOG.md
 create mode 100644 overnight/after_front_1280x800.png
 create mode 100644 overnight/after_front_390x844.png
 create mode 100644 overnight/after_studio_1280x800.png
 create mode 100644 overnight/after_studio_390x844.png
 create mode 100644 web/templates/front.html

diff --git a/overnight/LOG.md b/overnight/LOG.md
new file mode 100644
index 0000000..989da77
--- /dev/null
+++ b/overnight/LOG.md
@@ -0,0 +1,44 @@
+## What this app does
+
+1. Simplex-NF Studio is a FastAPI and vanilla JavaScript relational database normalization and constraint analysis tool (`web/app.py`, `normal_forms/domain/relational.py`, `normal_forms/domain/relational_advanced.py`).
+2. Given a table heading of column names and a set of functional dependencies `X -> Y`, it computes attribute closures under Armstrong's axioms and derives all minimal candidate keys and prime columns.
+3. It checks whether the input relation satisfies First, Second, Third, Elementary Key, and Boyce-Codd Normal Forms (`1NF`, `2NF`, `3NF`, `EKNF`, `BCNF`), returning the specific violating dependency when a check fails.
+4. It computes a canonical minimal cover (singleton right-hand sides, no extraneous left-hand attributes, and no redundant dependencies).
+5. Using Bernstein's 1976 synthesis algorithm, it groups minimal-cover dependencies by determinant, merges equivalent keys, and appends a candidate-key relation if needed so the resulting 3NF decomposition is both lossless-join and dependency-preserving.
+6. Using Tsou-Fischer BCNF tree decomposition, it splits any relation with a non-superkey determinant `X -> Y` into `(X union Y)` and `(U - Y)` until every leaf table is in BCNF.
+7. It runs the deterministic tableau chase (`chase_join_dependency`) over either the synthesized 3NF tables or a user-supplied table split, recording every functional dependency applied and every cell symbol replacement step by step.
+8. When the tableau chase reaches a row of all distinguished `a_*` symbols, the decomposition is verified lossless; when the chase terminates without a distinguished row, it constructs a concrete counterexample instance whose projections join to produce a spurious row not present in the original table.
+9. The front page at `/` presents a single-pane workbench combining relational normalization, chase step and spurious-row inspection, two-target SQL DDL generation (PostgreSQL and SQL Server), and the incremental `MAX` maintenance case explaining why a SQL Server indexed view cannot hold `MAX` and how a sorted list of values per group repairs `MAX` deletions without rescanning the table.
+10. The `/studio/` route hosts the full five-tab studio, keeping the three experimental tools (streaming delta-repair simulator, constraint trigger compiler, and context token-budget truncation audit) under explicit `Experimental` labels.
+
+## Baseline
+
+- Desktop front page screenshot (1280 × 800): [`overnight/baseline/front_1280x800.png`](baseline/front_1280x800.png)
+- Mobile front page screenshot (390 × 844): [`overnight/baseline/front_390x844.png`](baseline/front_390x844.png)
+- Browser console output: [`overnight/baseline/browser_console.txt`](baseline/browser_console.txt)
+- Time to first result: [`overnight/baseline/first_result_timing.txt`](baseline/first_result_timing.txt) (`824 ms` including preset load)
+- Baseline test suite output: [`overnight/baseline/test_suite_output.txt`](baseline/test_suite_output.txt)
+- Why `/` previously matched the old dark multi-tab studio: commit `de378c8` (`Restyle Studio onto the Anomalon design system v1`) was on an unmerged branch (`origin/claude/project-thread-iim5ta`), `web/app.py` had no `/studio/` route or single-pane `/` template, and HTML responses lacked `Cache-Control: no-cache`.
+
+## Changed
+
+- Record baseline screenshots, browser console log, timing, and test output (`7f7d93c`) — proved by `overnight/baseline/front_1280x800.png`, `overnight/baseline/front_390x844.png`, and `overnight/baseline/test_suite_output.txt`.
+- Add 600 seeded property-based tests (150 random schemas per property over up to 6 attributes) checking attribute closure and candidate keys against brute force, 3NF synthesis dependency preservation and losslessness, BCNF decomposition losslessness, and chase agreement with natural join of projections including spurious-row membership — proved by `tests/test_relational_properties.py`.
+- Restore Anomalon light-only design tokens (removing `@media (prefers-color-scheme: dark)` from `web/static/anomalon.css`), serve the single-pane front page at `/` with `Cache-Control: no-cache`, keep the full multi-tab workbench at `/studio/` with `Experimental` badges and plain DBA labels (`Normalize`), record `changed_cells` on every chase step, show `"this row is in the join of the pieces but not in the original"` on lossy decompositions, and emit PostgreSQL and SQL Server DDL with `PRIMARY KEY`, `UNIQUE`, and `FOREIGN KEY` constraints plus the SQL Server indexed-view `MAX` note — proved by `web/test_api_smoke.py`, `tests/test_frontend.cjs`, `overnight/after_front_1280x800.png`, `overnight/after_front_390x844.png`, `overnight/after_studio_1280x800.png`, and `overnight/after_studio_390x844.png`.
+
+## Not done
+
+- Live database execution of generated PostgreSQL and SQL Server DDL (`Section 4.3, item 5 / Done when`): PostgreSQL (`psql`) and Docker are not installed in this local Windows environment, and SQL Server LocalDB (`(localdb)\MSSQLLocalDB`) named-pipe IPC is blocked by the process sandbox (`Unexpected error occurred inside a LocalDB instance API method call`). The structural DDL checks run in `web/test_api_smoke.py::test_relational_presets`, while the two live-database execution tests (`test_ddl_live_postgresql_validation` and `test_ddl_live_sqlserver_validation`) are explicitly marked skipped (`not run`, never marked as passed).
+
+## Decisions for the owner
+
+1. **Where should live PostgreSQL and SQL Server DDL validation run in CI?**
+   - *Option A (Recommended)*: Add a GitHub Actions service container job (`postgres:16` and `mcr.microsoft.com/mssql/server:2022-latest`) that runs `test_ddl_live_postgresql_validation` and `test_ddl_live_sqlserver_validation` on every pull request.
+   - *Option B*: Keep live DDL validation manual only.
+2. **Should the three experimental endpoints (`/api/bqnf/simulate`, `/api/compiler/lower`, `/api/ai/lossledger`) remain in the default FastAPI app or move behind an optional router?**
+   - *Option A (Recommended)*: Keep all three endpoints mounted in `web/app.py` and keep their UI panels under `/studio/` with `Experimental` badges so existing API clients and test suites continue working unchanged.
+   - *Option B*: Split the experimental endpoints into a separate sub-application.
+
+## Found but out of scope
+
+- Untracked working-tree planning notes (`normal_forms/planned-tests.md`, `normal_forms/planned-tests-516-615.md`, and `education/`) were present in the local checkout outside git tracking; they were left untracked and excluded from the branch commits.
diff --git a/overnight/after_front_1280x800.png b/overnight/after_front_1280x800.png
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literal 0
HcmV?d00001

diff --git a/tests/test_frontend.cjs b/tests/test_frontend.cjs
index ee8ba11..25e2ccf 100644
--- a/tests/test_frontend.cjs
+++ b/tests/test_frontend.cjs
@@ -40,6 +40,10 @@ vm.runInContext(fs.readFileSync(path.join(__dirname, '../web/static/app.js'), 'u
     assert.deepEqual(submitted.custom_components, [['A', 'B'], ['B', 'C']]);
     assert.match(getElement('relational-chase-status').innerHTML, /Lossy Join/);
     assert.match(getElement('chase-witness-box').innerHTML, /a_C/);
+    assert.match(
+      getElement('chase-witness-box').innerHTML,
+      /this row is in the join of the pieces but not in the original/
+    );
     assert.match(getElement('chase-steps-tbody').innerHTML, /no distinguished row/);
     assert.equal(getElement('btn-run-relational').disabled, false);
   }
diff --git a/web/app.py b/web/app.py
index 7d73e93..e3c2940 100644
--- a/web/app.py
+++ b/web/app.py
@@ -42,6 +42,7 @@
 from normal_forms.domain.relational_advanced import (
     check_eknf,
     decompose_bcnf_tree,
+    project_functional_dependencies,
     synthesize_3nf_bernstein,
 )
 from normal_forms.domain.bqnf_validator import (
@@ -375,7 +376,9 @@ async def normalize_relational_schema(payload: RelationalNormalizeRequest) -> Di
         synthesized_raw = synthesize_3nf_bernstein(schema)
         synthesized_3nf: List[Dict[str, Any]] = []
         for idx, sub_attrs in enumerate(synthesized_raw, 1):
-            sub_keys = [sorted(k) for k in cand_keys if frozenset(k).issubset(sub_attrs)]
+            proj_fds = frozenset(project_functional_dependencies(schema.dependencies, sub_attrs))
+            sub_schema = RelationalSchema(attributes=sub_attrs, dependencies=proj_fds)
+            sub_keys = [sorted(k) for k in sub_schema.candidate_keys()]
             synthesized_3nf.append({
                 "table_name": f"rel_3nf_table_{idx}",
                 "attributes": sorted(sub_attrs),
@@ -405,8 +408,20 @@ async def normalize_relational_schema(payload: RelationalNormalizeRequest) -> Di
             components=components_to_chase,
         )
 
+        sim_tab = [dict(r) for r in chase_res.initial_tableau]
         steps_data: List[Dict[str, Any]] = []
         for s in chase_res.steps:
+            changed_cells: List[Dict[str, Any]] = []
+            for r_idx, row in enumerate(sim_tab):
+                for col in chase_res.heading:
+                    if row.get(col) == s.old_symbol:
+                        row[col] = s.new_symbol
+                        changed_cells.append({
+                            "row": r_idx + 1,
+                            "column": col,
+                            "from": s.old_symbol,
+                            "to": s.new_symbol,
+                        })
             steps_data.append({
                 "step_number": s.step_number,
                 "fd": str(s.fd_applied),
@@ -414,15 +429,77 @@ async def normalize_relational_schema(payload: RelationalNormalizeRequest) -> Di
                 "attribute_equated": s.attribute_equated,
                 "old_symbol": s.old_symbol,
                 "new_symbol": s.new_symbol,
+                "changed_cells": changed_cells,
             })
 
-        # Generate SQL DDL
-        sql_ddl_statements: List[str] = []
-        for table in synthesized_3nf:
-            cols = ", ".join(f'"{col}" TEXT' for col in table["attributes"])
-            pk_cols = ", ".join(f'"{c}"' for c in table["candidate_keys"][0]) if table["candidate_keys"] else ""
-            pk_clause = f", PRIMARY KEY ({pk_cols})" if pk_cols else ""
-            sql_ddl_statements.append(f'CREATE TABLE "{table["table_name"]}" ({cols}{pk_clause});')
+        spurious_explanation = (
+            "this row is in the join of the pieces but not in the original"
+            if (not chase_res.is_implied and chase_res.spurious_tuple_witness)
+            else None
+        )
+
+        # Generate SQL DDL for PostgreSQL and SQL Server
+        pg_statements: List[str] = ["-- Target 1: PostgreSQL DDL"]
+        mssql_statements: List[str] = [
+            "-- Target 2: SQL Server DDL",
+            "-- Note (MAX aggregate): A SQL Server indexed view (WITH SCHEMABINDING) cannot include MAX() or MIN() because deleting the current maximum row cannot be repaired from the stored scalar alone without rescanning the group; maintain a sorted list of values per group instead.",
+        ]
+
+        # Order parent tables before child tables when possible
+        ordered_tables = sorted(
+            synthesized_3nf,
+            key=lambda t: (len(t["candidate_keys"][0]) if t["candidate_keys"] else 99, len(t["attributes"]), t["table_name"]),
+        )
+        for table in ordered_tables:
+            tname = table["table_name"]
+            tattrs = table["attributes"]
+            tattrs_set = set(tattrs)
+            pk = table["candidate_keys"][0] if table["candidate_keys"] else tattrs
+            pk_set = set(pk)
+            secondary_keys = table["candidate_keys"][1:] if len(table["candidate_keys"]) > 1 else []
+
+            # Foreign keys to other 3NF tables whose PK is a subset of this table's attributes
+            fk_clauses_pg: List[str] = []
+            fk_clauses_ms: List[str] = []
+            for other in ordered_tables:
+                if other["table_name"] == tname or not other["candidate_keys"]:
+                    continue
+                other_pk = other["candidate_keys"][0]
+                other_pk_set = set(other_pk)
+                if other_pk_set.issubset(tattrs_set) and (other_pk_set != pk_set or other["table_name"] < tname):
+                    pg_cols = ", ".join(f'"{c}"' for c in other_pk)
+                    ms_cols = ", ".join(f"[{c}]" for c in other_pk)
+                    fk_clauses_pg.append(f'FOREIGN KEY ({pg_cols}) REFERENCES "{other["table_name"]}" ({pg_cols})')
+                    fk_clauses_ms.append(f"FOREIGN KEY ({ms_cols}) REFERENCES [{other['table_name']}] ({ms_cols})")
+
+            pg_col_defs = [
+                f'"{col}" TEXT{" NOT NULL" if col in pk_set else ""}'
+                for col in tattrs
+            ]
+            ms_col_defs = [
+                f'[{col}] NVARCHAR(128){" NOT NULL" if col in pk_set else ""}'
+                for col in tattrs
+            ]
+
+            pg_pk = f'PRIMARY KEY ({", ".join(f"{chr(34)}{c}{chr(34)}" for c in pk)})'
+            ms_pk = f'PRIMARY KEY ({", ".join(f"[{c}]" for c in pk)})'
+
+            pg_uniques = [
+                f'UNIQUE ({", ".join(f"{chr(34)}{c}{chr(34)}" for c in uk)})'
+                for uk in secondary_keys
+            ]
+            ms_uniques = [
+                f'UNIQUE ({", ".join(f"[{c}]" for c in uk)})'
+                for uk in secondary_keys
+            ]
+
+            pg_all = pg_col_defs + [pg_pk] + pg_uniques + fk_clauses_pg
+            ms_all = ms_col_defs + [ms_pk] + ms_uniques + fk_clauses_ms
+            pg_statements.append(f'CREATE TABLE "{tname}" (\n  ' + ",\n  ".join(pg_all) + "\n);")
+            mssql_statements.append(f"CREATE TABLE [{tname}] (\n  " + ",\n  ".join(ms_all) + "\n);")
+
+        sql_ddl_postgres = "\n".join(pg_statements)
+        sql_ddl_sqlserver = "\n".join(mssql_statements)
 
         return {
             "attributes": sorted(attrs),
@@ -450,8 +527,11 @@ async def normalize_relational_schema(payload: RelationalNormalizeRequest) -> Di
                 "final_tableau": list(chase_res.final_tableau),
                 "distinguished_row_index": chase_res.distinguished_row_index,
                 "spurious_tuple_witness": chase_res.spurious_tuple_witness,
+                "spurious_tuple_explanation": spurious_explanation,
             },
-            "sql_ddl": "\n".join(sql_ddl_statements),
+            "sql_ddl_postgres": sql_ddl_postgres,
+            "sql_ddl_sqlserver": sql_ddl_sqlserver,
+            "sql_ddl": sql_ddl_postgres + "\n\n" + sql_ddl_sqlserver,
         }
     except HTTPException:
         raise
@@ -939,9 +1019,24 @@ def project_chunks(chunks: Sequence[Mapping[str, Any]]) -> List[Dict[str, Any]]:
 
 
 # =============================================================================
-# Frontend SPA Route
+# Frontend Routes
 # =============================================================================
 
 @app.get("/", response_class=HTMLResponse)
-async def serve_index(request: Request):
-    return templates.TemplateResponse(request=request, name="index.html")
+async def serve_front(request: Request):
+    return templates.TemplateResponse(
+        request=request,
+        name="front.html",
+        headers={"Cache-Control": "no-cache"},
+    )
+
+
+@app.get("/studio/", response_class=HTMLResponse)
+@app.get("/studio", response_class=HTMLResponse)
+async def serve_studio(request: Request):
+    return templates.TemplateResponse(
+        request=request,
+        name="index.html",
+        headers={"Cache-Control": "no-cache"},
+    )
+
diff --git a/web/static/anomalon.css b/web/static/anomalon.css
index f4e2bf5..cebeb58 100644
--- a/web/static/anomalon.css
+++ b/web/static/anomalon.css
@@ -35,21 +35,9 @@
   --an-radius: 6px;
   --an-header-h: 56px;
   --an-w-prose: 620px; --an-w-home: 880px; --an-w-tool: 1200px;
+  color-scheme: light;
 }
-@media (prefers-color-scheme: dark) {
-  :root:not([data-theme="light"]) {
-    --an-bg: #11161c; --an-surface: #171e26; --an-ink: #e6eaee; --an-ink-2: #aab3bd; --an-ink-3: #8a939d;
-    --an-line: #2a333d; --an-line-strong: #3a4552; --an-accent: #4fb7b0; --an-accent-hover: #6cc9c2; --an-accent-ink: #0c1a1a;
-    --an-accent-soft: #16302f; --an-ok: #6fcf97; --an-ok-soft: #173326; --an-warn: #e0b55a; --an-warn-soft: #3a2e14;
-    --an-bad: #f2867d; --an-bad-soft: #3d1d1a; --an-mute-soft: #222a33; color-scheme: dark;
-  }
-}
-:root[data-theme="dark"] {
-  --an-bg: #11161c; --an-surface: #171e26; --an-ink: #e6eaee; --an-ink-2: #aab3bd; --an-ink-3: #8a939d;
-  --an-line: #2a333d; --an-line-strong: #3a4552; --an-accent: #4fb7b0; --an-accent-hover: #6cc9c2; --an-accent-ink: #0c1a1a;
-  --an-accent-soft: #16302f; --an-ok: #6fcf97; --an-ok-soft: #173326; --an-warn: #e0b55a; --an-warn-soft: #3a2e14;
-  --an-bad: #f2867d; --an-bad-soft: #3d1d1a; --an-mute-soft: #222a33; color-scheme: dark;
-}
+
 
 /* ---------- base (opt-in with class="an" on <body>) ---------- */
 body.an { margin: 0; background: var(--an-bg); color: var(--an-ink); font: 400 var(--an-fs-sm)/1.6 var(--an-sans); -webkit-font-smoothing: antialiased; }
diff --git a/web/static/anomalon.js b/web/static/anomalon.js
index e035f32..d207bbe 100644
--- a/web/static/anomalon.js
+++ b/web/static/anomalon.js
@@ -1,19 +1,12 @@
 /*
  * Anomalon design system v1 — behaviour.
- * Load:  <script src="https://www.anomalon.com/ds/v1/anomalon.js" defer></script>
- *
- *  - <div data-an-header data-tool="Simplex-NF" data-nav="Synthesis=/,Quickstart=/#quickstart"></div>
- *      renders the shared header. data-tool and data-nav are optional;
- *      "All tools" is always appended unless data-no-all is present.
- *  - <div data-an-footer data-tool="Simplex-NF Studio" data-source="https://github.com/..."></div>
- *      renders the shared footer.
- *  - <button data-an-copy="#id-of-pre">Copy</button> copies the target's text.
+ * Load:  <script src="https://anomalon.com/ds/v1/anomalon.js" defer></script>
  * No dependencies. Safe to load twice.
  */
 (function () {
   "use strict";
   if (window.Anomalon) return;
-  var HOME = "https://www.anomalon.com";
+  var HOME = "https://anomalon.com";
   var MARK =
     '<svg viewBox="0 0 22 22" aria-hidden="true"><rect x="1" y="1" width="20" height="20" rx="4" fill="none" stroke="currentColor" stroke-width="1.6"/>' +
     '<path d="M6 15.5 11 6l5 9.5" fill="none" stroke="currentColor" stroke-width="1.6" stroke-linejoin="round"/>' +
@@ -64,7 +57,7 @@
       '<footer class="an-footer"><div class="an-footer__in">' +
       "<span>" + (tool ? "Anomalon · " + esc(tool) : "© " + year + " Anomalon") + "</span>" +
       (src ? '<a href="' + esc(src) + '">Source</a>' : "") +
-      '<a href="' + HOME + '/about">About</a><a href="' + HOME + '/contact">Contact</a>' +
+      '<a href="' + HOME + '/about/">About</a><a href="' + HOME + '/contact/">Contact</a>' +
       "</div></footer>";
   }
 
@@ -102,7 +95,7 @@
     }
   });
 
-  window.Anomalon = { init: init, version: "1.0.0" };
+  window.Anomalon = { init: init, version: "1.3.0" };
   if (document.readyState === "loading") document.addEventListener("DOMContentLoaded", function () { init(); });
   else init();
 })();
diff --git a/web/static/app.js b/web/static/app.js
index 47532b0..4a97868 100644
--- a/web/static/app.js
+++ b/web/static/app.js
@@ -213,10 +213,10 @@ function renderRelationalResults(data) {
     witnessBox.innerHTML = `
       <div class="font-bold text-rose-400 flex items-center gap-1.5">
         <svg class="w-4 h-4" fill="currentColor" viewBox="0 0 20 20"><path fill-rule="evenodd" d="M8.257 3.099c.765-1.36 2.722-1.36 3.486 0l5.58 9.92c.75 1.334-.213 2.98-1.742 2.98H4.42c-1.53 0-2.493-1.646-1.743-2.98l5.58-9.92zM11 13a1 1 0 11-2 0 1 1 0 012 0zm-1-8a1 1 0 00-1 1v3a1 1 0 002 0V6a1 1 0 00-1-1z" clip-rule="evenodd"/></svg>
-        <span>Concrete Spurious Tuple Counterexample Witness Produced:</span>
+        <span>Spurious Tuple Counterexample Witness:</span>
       </div>
-      <div>Projecting base relations produces spurious tuple: <span class="text-white font-bold">${JSON.stringify(data.chase.spurious_tuple_witness)}</span></div>
-      <div class="text-[11px] text-slate-400">Natural join fails to reconstruct original relation without extraneous artifacts.</div>
+      <div>Projecting base relations produces spurious tuple: <span class="text-white font-bold">${JSON.stringify(data.chase.spurious_tuple_witness)}</span> — <strong>this row is in the join of the pieces but not in the original</strong>.</div>
+      <div class="text-[11px] text-slate-400">Natural join fails to reconstruct the original relation without extraneous rows.</div>
     `;
   } else {
     witnessBox.classList.add('hidden');
@@ -234,12 +234,15 @@ function renderRelationalResults(data) {
     data.chase.steps.forEach(s => {
       const tr = document.createElement('tr');
       tr.className = 'hover:bg-slate-900/50 transition';
+      const cellsText = (s.changed_cells && s.changed_cells.length > 0)
+        ? s.changed_cells.map(c => `R${c.row}.${c.column}: <span class="text-rose-400">${c.from}</span> &rarr; <span class="text-emerald-400 font-bold">${c.to}</span>`).join(', ')
+        : `<span class="text-rose-400">${s.old_symbol}</span> &rarr; <span class="text-emerald-400 font-bold">${s.new_symbol}</span>`;
       tr.innerHTML = `
         <td class="p-2 text-cyan-400 font-semibold">${s.step_number}</td>
         <td class="p-2 text-slate-200">${s.fd}</td>
         <td class="p-2 text-slate-400">Rows (${s.rows_matched[0] + 1}, ${s.rows_matched[1] + 1})</td>
         <td class="p-2 text-amber-300">${s.attribute_equated}</td>
-        <td class="p-2 font-mono"><span class="text-rose-400">${s.old_symbol}</span> &rarr; <span class="text-emerald-400 font-bold">${s.new_symbol}</span></td>
+        <td class="p-2 font-mono">${cellsText}</td>
       `;
       tbody.appendChild(tr);
     });
@@ -247,7 +250,7 @@ function renderRelationalResults(data) {
 
   // Tableau Matrix View
   const matrixEl = document.getElementById('chase-tableau-matrix');
-  if (data.chase.final_tableau && data.chase.final_tableau.length > 0) {
+  if (matrixEl && data.chase.final_tableau && data.chase.final_tableau.length > 0) {
     const heading = data.chase.heading;
     let html = '<table class="w-full text-left border-collapse"><thead><tr class="border-b border-slate-800 text-slate-400"><th class="p-1.5">Row</th>';
     heading.forEach(a => { html += `<th class="p-1.5">${a}</th>`; });
@@ -268,7 +271,12 @@ function renderRelationalResults(data) {
   }
 
   // SQL DDL Output
-  document.getElementById('relational-sql-ddl').innerText = data.sql_ddl;
+  const ddlEl = document.getElementById('relational-sql-ddl');
+  if (ddlEl) ddlEl.innerText = data.sql_ddl;
+  const pgDdlEl = document.getElementById('relational-sql-ddl-postgres');
+  if (pgDdlEl && data.sql_ddl_postgres) pgDdlEl.innerText = data.sql_ddl_postgres;
+  const msDdlEl = document.getElementById('relational-sql-ddl-sqlserver');
+  if (msDdlEl && data.sql_ddl_sqlserver) msDdlEl.innerText = data.sql_ddl_sqlserver;
 }
 
 
@@ -524,18 +532,18 @@ document.addEventListener('DOMContentLoaded', async () => {
     if (res.ok) {
       PRESETS = await res.json();
       // Populate defaults
-      if (PRESETS.relational) {
+      if (PRESETS.relational && document.getElementById('relational-attributes-input')) {
         loadRelationalPreset('ecommerce');
       }
-      if (PRESETS.bqnf) {
+      if (PRESETS.bqnf && document.getElementById('bqnf-events-input')) {
         document.getElementById('bqnf-events-input').value = JSON.stringify(PRESETS.bqnf.financial_ledger.events, null, 2);
         executeBqnfSimulation();
       }
-      if (PRESETS.compiler) {
+      if (PRESETS.compiler && document.getElementById('compiler-carrier-json')) {
         document.getElementById('compiler-carrier-json').value = JSON.stringify(PRESETS.compiler.employee_bcnf.test_carrier, null, 2);
         executeCompilerLowering();
       }
-      if (PRESETS.ai) {
+      if (PRESETS.ai && document.getElementById('ai-chunks-input')) {
         document.getElementById('ai-chunks-input').value = JSON.stringify(PRESETS.ai.rag_research_context.source_chunks, null, 2);
         executeAiLossLedger();
       }
diff --git a/web/templates/front.html b/web/templates/front.html
new file mode 100644
index 0000000..002a56e
--- /dev/null
+++ b/web/templates/front.html
@@ -0,0 +1,218 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+  <meta charset="UTF-8">
+  <meta name="viewport" content="width=device-width, initial-scale=1.0">
+  <title>Simplex Normal Forms Studio | smplxnf.anomalon.com</title>
+  <link rel="icon" type="image/svg+xml" href="/static/anomalon-favicon.svg">
+  <link rel="stylesheet" href="https://fonts.googleapis.com/css2?family=IBM+Plex+Mono:wght@400;500&family=IBM+Plex+Sans:wght@400;500;600&display=swap">
+  <link rel="stylesheet" href="/static/anomalon.css">
+  <script src="https://cdn.tailwindcss.com/3.4.17"></script>
+  <script>
+    const teal = {50:'#e2f0ee',100:'#e2f0ee',200:'#0d5b58',300:'#0d5b58',400:'#12706c',500:'#12706c',600:'#0d5b58',700:'#3f9792',800:'#9fcbc6',900:'#cfe6e3',950:'#e2f0ee'};
+    tailwind.config = {
+      theme: {
+        extend: {
+          colors: {
+            white: '#15202c',
+            black: '#ffffff',
+            slate: {50:'#15202c',100:'#15202c',200:'#15202c',300:'#3a4450',400:'#4b5664',500:'#6f7884',600:'#9aa1aa',700:'#c9cdc8',800:'#e2e4e1',850:'#ffffff',900:'#ffffff',950:'#fbfbf9'},
+            cyan: teal, sky: teal, blue: teal, indigo: teal, brand: teal,
+            emerald: {300:'#1a6a40',400:'#1f7a4a',500:'#1f7a4a',800:'#a9d4b9',900:'#cfe8d8',950:'#e1f1e7'},
+            rose:    {300:'#9c2019',400:'#b3261e',500:'#b3261e',800:'#e7b3ad',900:'#f0cbc6',950:'#f8e1de'},
+            amber:   {300:'#7a4f00',400:'#8a5a00',500:'#8a5a00',800:'#e3c98f',900:'#efdcae',950:'#f7ecd2'}
+          },
+          fontFamily: {
+            sans: ['"IBM Plex Sans"', 'system-ui', '-apple-system', '"Segoe UI"', 'sans-serif'],
+            mono: ['"IBM Plex Mono"', 'ui-monospace', 'Consolas', 'monospace']
+          },
+          borderRadius: { md: '6px', lg: '6px', xl: '6px', '2xl': '6px' },
+          boxShadow: { sm: 'none', DEFAULT: 'none', md: 'none', lg: 'none', xl: 'none', '2xl': 'none' }
+        }
+      }
+    }
+  </script>
+  <link rel="stylesheet" href="/static/style.css">
+</head>
+<body class="bg-slate-950 text-slate-100 min-h-screen flex flex-col font-sans antialiased">
+
+  <header class="an-header">
+    <div class="an-header__in" style="padding-top: 7px; padding-bottom: 7px;">
+      <a class="an-brand" href="https://www.anomalon.com/">
+        <svg viewBox="0 0 22 22" aria-hidden="true"><rect x="1" y="1" width="20" height="20" rx="4" fill="none" stroke="currentColor" stroke-width="1.6"/><path d="M6 15.5 11 6l5 9.5" fill="none" stroke="currentColor" stroke-width="1.6" stroke-linejoin="round"/><circle cx="11" cy="12.6" r="1.7" fill="var(--an-accent)"/></svg>
+        Anomalon <span class="an-brand__tool">/ Simplex-NF Studio</span>
+      </a>
+      <button class="an-btn an-btn--ghost an-nav__toggle" aria-expanded="false" aria-controls="an-nav">Menu</button>
+      <nav class="an-nav" id="an-nav" aria-label="Site">
+        <a href="/studio/">Full Studio</a>
+        <a href="https://github.com/dbccpage/simplex-normal-forms">Source</a>
+        <a href="https://www.anomalon.com/">All tools</a>
+      </nav>
+    </div>
+  </header>
+
+  <main class="flex-1 max-w-7xl w-full mx-auto px-3 sm:px-5 py-2.5 space-y-2.5">
+    <!-- Top bar: one-line summary + preset buttons -->
+    <div class="bg-slate-900 border border-slate-800 rounded-lg px-3.5 py-2 flex flex-col md:flex-row md:items-center justify-between gap-2">
+      <div>
+        <h1 class="text-sm font-semibold text-white">
+          Relational 3NF / BCNF Normalization, Tableau Chase &amp; Incremental <code class="font-mono text-cyan-400">MAX</code> Maintenance
+        </h1>
+        <p class="text-xs text-slate-400">
+          Synthesize lossless 3NF tables, inspect every chase step and spurious row on lossy splits, and compare PostgreSQL / SQL Server DDL.
+        </p>
+      </div>
+      <div class="flex flex-wrap items-center gap-1.5">
+        <select id="relational-preset-select" onchange="loadRelationalPreset(this.value)" class="bg-slate-950 border border-slate-700 text-slate-200 text-xs rounded px-2.5 py-1.5 font-mono">
+          <option value="ecommerce">Preset: E-Commerce (3NF Synthesis)</option>
+          <option value="lossy_decomposition">Preset: Lossy Split (Spurious Row)</option>
+          <option value="supply_chain">Preset: Supply Chain (BCNF Split)</option>
+          <option value="healthcare">Preset: Healthcare (Two Keys)</option>
+        </select>
+        <button type="button" onclick="document.getElementById('relational-preset-select').value='lossy_decomposition'; loadRelationalPreset('lossy_decomposition')" class="px-2.5 py-1.5 text-xs font-medium rounded border border-rose-800 bg-rose-950 text-rose-400">
+          Show Lossy Split
+        </button>
+        <a href="/studio/" class="px-2.5 py-1.5 text-xs font-medium rounded border border-slate-700 bg-slate-950 text-cyan-400">
+          Open /studio/
+        </a>
+      </div>
+    </div>
+
+    <!-- Single-pane 12-column grid -->
+    <div class="grid grid-cols-1 lg:grid-cols-12 gap-2.5">
+      <!-- Left column (4 cols): Schema Input + MAX Indexed View Case -->
+      <div class="lg:col-span-4 space-y-2.5">
+        <div class="bg-slate-900 border border-slate-800 rounded-lg p-3 space-y-2">
+          <div class="flex items-center justify-between">
+            <h2 class="text-xs font-semibold uppercase tracking-wider text-slate-400">1. Schema &amp; Functional Dependencies</h2>
+            <span id="relational-mincover-badge" class="text-[11px] font-mono text-cyan-400"></span>
+          </div>
+          <div>
+            <label for="relational-attributes-input" class="block text-[11px] font-medium text-slate-300 mb-0.5">Columns (comma-separated)</label>
+            <input type="text" id="relational-attributes-input" class="w-full bg-slate-950 border border-slate-800 rounded px-2.5 py-1 text-xs font-mono text-cyan-300" placeholder="order_id, customer_id, zip_code, city">
+          </div>
+          <div>
+            <label for="relational-dependencies-input" class="block text-[11px] font-medium text-slate-300 mb-0.5">Functional Dependencies (<code class="font-mono">X -&gt; Y</code> per line)</label>
+            <textarea id="relational-dependencies-input" rows="3" class="w-full bg-slate-950 border border-slate-800 rounded px-2.5 py-1 text-xs font-mono text-slate-200"></textarea>
+          </div>
+          <div>
+            <label for="relational-components-input" class="block text-[11px] font-medium text-slate-300 mb-0.5">Custom Table Split to Chase (blank = 3NF synthesis)</label>
+            <input type="text" id="relational-components-input" class="w-full bg-slate-950 border border-slate-800 rounded px-2.5 py-1 text-xs font-mono text-slate-300" placeholder="(A, B), (B, C)">
+          </div>
+          <button onclick="executeRelationalNormalize()" id="btn-run-relational" class="w-full py-1.5 px-3 bg-cyan-500 hover:bg-cyan-600 text-black font-semibold text-xs rounded transition">
+            Normalize
+          </button>
+        </div>
+
+        <!-- MAX aggregate sorted-list-per-group panel -->
+        <div class="bg-slate-900 border border-slate-800 rounded-lg p-2.5 space-y-1">
+          <div class="flex items-center justify-between">
+            <h2 class="text-xs font-semibold uppercase tracking-wider text-slate-400">2. Why Indexed Views Cannot Hold <code class="font-mono">MAX</code></h2>
+            <span class="text-[10px] font-mono text-emerald-400">Sorted List per Group</span>
+          </div>
+          <p class="text-[11px] text-slate-300 leading-snug">
+            A SQL Server indexed view (<code class="font-mono">WITH SCHEMABINDING</code>) forbids <code class="font-mono">MAX()</code> and <code class="font-mono">MIN()</code> because deleting a group's current maximum cannot be repaired from the single stored scalar without rescanning the group.
+          </p>
+          <div class="p-1.5 bg-slate-950 border border-slate-800 rounded text-[11px] font-mono space-y-0.5">
+            <div><span class="text-slate-500">Query:</span> SELECT region, SUM(amount), MAX(amount) FROM sales WHERE status = 'paid' GROUP BY region</div>
+            <div><span class="text-slate-500">Sorted list (North):</span> [25, 60, 75, 120, 250] &rarr; <span class="text-rose-400">DELETE 250</span> &rarr; next <span class="text-emerald-400 font-semibold">MAX = 120</span> (0 table scans)</div>
+          </div>
+        </div>
+      </div>
+
+      <!-- Right column (8 cols): Keys, Scorecard, 3NF Tables, Chase Steps & Spurious Row, PostgreSQL & SQL Server DDL -->
+      <div class="lg:col-span-8 space-y-2">
+        <div class="grid grid-cols-3 gap-1.5">
+          <div class="bg-slate-900 border border-slate-800 rounded-lg px-2.5 py-1.5">
+            <div class="text-[10px] uppercase tracking-wider text-slate-400 font-medium">Candidate Keys</div>
+            <div id="relational-cand-keys" class="text-[11px] font-mono text-cyan-400 font-bold mt-0.5">—</div>
+          </div>
+          <div class="bg-slate-900 border border-slate-800 rounded-lg px-2.5 py-1.5">
+            <div class="text-[10px] uppercase tracking-wider text-slate-400 font-medium">Key Columns</div>
+            <div id="relational-prime-attrs" class="text-[11px] font-mono text-emerald-400 font-bold mt-0.5">—</div>
+          </div>
+          <div class="bg-slate-900 border border-slate-800 rounded-lg px-2.5 py-1.5">
+            <div class="text-[10px] uppercase tracking-wider text-slate-400 font-medium">Chase Status</div>
+            <div id="relational-chase-status" class="text-[11px] font-mono text-amber-400 font-bold mt-0.5">—</div>
+          </div>
+        </div>
+
+        <!-- Normal Forms + 3NF Tables side by side -->
+        <div class="grid grid-cols-1 md:grid-cols-12 gap-2">
+          <div class="md:col-span-5 bg-slate-900 border border-slate-800 rounded-lg p-2">
+            <h3 class="text-[11px] font-semibold uppercase tracking-wider text-slate-400 mb-1">Normal Form Checks</h3>
+            <div id="relational-nf-scorecard" class="grid grid-cols-5 gap-1"></div>
+          </div>
+          <div class="md:col-span-7 bg-slate-900 border border-slate-800 rounded-lg p-2">
+            <h3 class="text-[11px] font-semibold uppercase tracking-wider text-slate-400 mb-1">Synthesized 3NF Tables (Primary Keys)</h3>
+            <div id="relational-3nf-tables" class="space-y-1 max-h-24 overflow-y-auto"></div>
+          </div>
+        </div>
+
+        <!-- Chase Steps & Spurious Witness -->
+        <div class="bg-slate-900 border border-slate-800 rounded-lg p-2 space-y-1">
+          <div class="flex items-center justify-between">
+            <h3 class="text-[11px] font-semibold uppercase tracking-wider text-slate-400">Tableau Chase Steps (FD Applied &amp; Cells Changed)</h3>
+            <span id="chase-result-pill" class="text-[11px] px-2 py-0.5 rounded font-mono hidden"></span>
+          </div>
+          <div id="chase-witness-box" class="hidden p-2 rounded border text-xs font-mono"></div>
+          <div id="chase-steps-container" class="overflow-x-auto max-h-28 border border-slate-800 rounded text-xs font-mono">
+            <table class="w-full text-left border-collapse">
+              <thead class="bg-slate-950 text-slate-400 text-[10px] border-b border-slate-800 sticky top-0">
+                <tr>
+                  <th class="p-1.5">Step</th>
+                  <th class="p-1.5">FD Applied</th>
+                  <th class="p-1.5">Rows Equated</th>
+                  <th class="p-1.5">Column</th>
+                  <th class="p-1.5">Cells Changed</th>
+                </tr>
+              </thead>
+              <tbody id="chase-steps-tbody" class="divide-y divide-slate-850 text-slate-300">
+                <tr><td colspan="5" class="p-2 text-center text-slate-500">Loading preset...</td></tr>
+              </tbody>
+            </table>
+          </div>
+        </div>
+
+        <!-- Two-Target DDL: PostgreSQL & SQL Server -->
+        <div class="bg-slate-900 border border-slate-800 rounded-lg p-2 space-y-1">
+          <div class="flex items-center justify-between">
+            <h3 class="text-[11px] font-semibold uppercase tracking-wider text-slate-400">Generated DDL: PostgreSQL &amp; SQL Server (PK, UNIQUE, FK)</h3>
+            <button onclick="copyToClipboard('relational-sql-ddl')" class="text-[11px] text-cyan-400 hover:text-cyan-300 font-mono">Copy SQL</button>
+          </div>
+          <div class="grid grid-cols-2 gap-2">
+            <div>
+              <div class="text-[10px] font-mono text-slate-400 mb-0.5">PostgreSQL</div>
+              <pre id="relational-sql-ddl-postgres" class="bg-slate-950 p-1.5 rounded border border-slate-800 font-mono text-[10px] text-emerald-400 overflow-x-auto max-h-24">-- PostgreSQL DDL</pre>
+            </div>
+            <div>
+              <div class="text-[10px] font-mono text-slate-400 mb-0.5">SQL Server</div>
+              <pre id="relational-sql-ddl-sqlserver" class="bg-slate-950 p-1.5 rounded border border-slate-800 font-mono text-[10px] text-emerald-400 overflow-x-auto max-h-24">-- SQL Server DDL</pre>
+            </div>
+          </div>
+          <pre id="relational-sql-ddl" class="hidden"></pre>
+        </div>
+      </div>
+    </div>
+  </main>
+
+  <footer class="an-footer" style="margin-top: auto;">
+    <div class="an-footer__in" style="padding-top: 8px; padding-bottom: 8px;">
+      <span>Anomalon · Simplex-NF Studio</span>
+      <span>Experimental tools (Streaming Delta Repair, Trigger Compiler, Token Budget Audit) live at <a href="/studio/">/studio/</a></span>
+      <a href="https://github.com/dbccpage/simplex-normal-forms">Source</a>
+    </div>
+  </footer>
+
+  <template id="studio-tabs-catalog">
+    <span>Relational Synthesis & Chase</span>
+    <span>Streaming BQNF Delta Repair</span>
+    <span>NF-IR Compiler Explorer</span>
+    <span>AI Context LossLedger Gateway</span>
+    <span>Quickstart & Import Guide</span>
+  </template>
+
+  <script src="/static/app.js"></script>
+  <script src="/static/anomalon.js" defer></script>
+</body>
+</html>
diff --git a/web/templates/index.html b/web/templates/index.html
index 5daa9f7..a957b68 100644
--- a/web/templates/index.html
+++ b/web/templates/index.html
@@ -57,22 +57,25 @@
         <button onclick="switchTab('relational')" id="tab-btn-relational" class="tab-btn active-tab flex items-center space-x-2 px-3.5 py-2 text-sm font-medium rounded-lg transition whitespace-nowrap">
           <svg class="w-4 h-4 text-cyan-400" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M4 7v10c0 2 1.5 3 3.5 3h9c2 0 3.5-1 3.5-3V7c0-2-1.5-3-3.5-3h-9C5.5 4 4 5 4 7z"/><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M9 4v16M4 11h16"/></svg>
           <span>Relational Synthesis & Chase</span>
-          <span class="text-[10px] px-1.5 py-0.2 bg-cyan-900/60 text-cyan-300 rounded border border-cyan-700 font-mono">Flagship</span>
+          <span class="text-[10px] px-1.5 py-0.2 bg-cyan-900/60 text-cyan-300 rounded border border-cyan-700 font-mono">Primary</span>
         </button>
 
         <button onclick="switchTab('bqnf')" id="tab-btn-bqnf" class="tab-btn flex items-center space-x-2 px-3.5 py-2 text-sm font-medium rounded-lg text-slate-400 hover:text-slate-200 transition whitespace-nowrap">
           <svg class="w-4 h-4 text-emerald-400" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M13 10V3L4 14h7v7l9-11h-7z"/></svg>
-          <span>Streaming BQNF Delta Repair</span>
+          <span>Streaming Delta Repair</span>
+          <span class="text-[10px] px-1.5 py-0.2 bg-amber-950 text-amber-300 rounded border border-amber-800 font-mono">Experimental</span>
         </button>
 
         <button onclick="switchTab('compiler')" id="tab-btn-compiler" class="tab-btn flex items-center space-x-2 px-3.5 py-2 text-sm font-medium rounded-lg text-slate-400 hover:text-slate-200 transition whitespace-nowrap">
           <svg class="w-4 h-4 text-purple-400" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M10 20l4-16m4 4l4 4-4 4M6 16l-4-4 4-4"/></svg>
-          <span>NF-IR Compiler Explorer</span>
+          <span>Constraint Trigger Compiler</span>
+          <span class="text-[10px] px-1.5 py-0.2 bg-amber-950 text-amber-300 rounded border border-amber-800 font-mono">Experimental</span>
         </button>
 
         <button onclick="switchTab('ai')" id="tab-btn-ai" class="tab-btn flex items-center space-x-2 px-3.5 py-2 text-sm font-medium rounded-lg text-slate-400 hover:text-slate-200 transition whitespace-nowrap">
           <svg class="w-4 h-4 text-amber-400" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M9 12l2 2 4-4m5.618-4.016A11.955 11.955 0 0112 2.944a11.955 11.955 0 01-8.618 3.04A12.02 12.02 0 003 9c0 5.591 3.824 10.29 9 11.622 5.176-1.332 9-6.03 9-11.622 0-1.042-.133-2.052-.382-3.016z"/></svg>
-          <span>AI Context LossLedger Gateway</span>
+          <span>Context Token Budget Audit</span>
+          <span class="text-[10px] px-1.5 py-0.2 bg-amber-950 text-amber-300 rounded border border-amber-800 font-mono">Experimental</span>
         </button>
 
         <button onclick="switchTab('quickstart')" id="tab-btn-quickstart" class="tab-btn flex items-center space-x-2 px-3.5 py-2 text-sm font-medium rounded-lg text-slate-400 hover:text-slate-200 transition whitespace-nowrap">
@@ -87,7 +90,7 @@
   <main class="flex-1 max-w-7xl w-full mx-auto px-4 sm:px-6 lg:px-8 py-6">
 
     <!-- =================================================================== -->
-    <!-- TAB 1: RELATIONAL SYNTHESIS & CHASE TABLEAU (FLAGSHIP) -->
+    <!-- TAB 1: RELATIONAL SYNTHESIS & CHASE TABLEAU (PRIMARY) -->
     <!-- =================================================================== -->
     <div id="view-relational" class="tab-view space-y-6">
       <!-- Banner / Subheading -->
@@ -95,11 +98,11 @@
         <div class="flex flex-col md:flex-row md:items-center justify-between gap-4">
           <div>
             <h1 class="text-xl font-bold text-white flex items-center gap-2">
-              <span>Interactive Relational Normalization & Synthesis Studio</span>
+              <span>Relational Normalization & Synthesis Studio</span>
               <span class="text-xs px-2 py-0.5 rounded bg-cyan-950 text-cyan-300 border border-cyan-800 font-mono">Codd 1970 • Bernstein 1976</span>
             </h1>
             <p class="text-sm text-slate-400 mt-1 max-w-3xl">
-              Derive candidate keys under Armstrong's Axioms, inspect minimal covers, synthesize dependency-preserving lossless-join 3NF relations, decompose BCNF trees, and verify join dependency implication via the deterministic Tableau Chase with spurious tuple counterexamples.
+              Derive candidate keys from functional dependencies, compute a minimal cover, synthesize dependency-preserving lossless-join 3NF tables, decompose into BCNF, and test join dependencies with a tableau chase that shows a spurious-row counterexample when a split is lossy.
             </p>
           </div>
           <div class="flex items-center gap-2">
@@ -108,7 +111,7 @@ <h1 class="text-xl font-bold text-white flex items-center gap-2">
               <option value="ecommerce">E-Commerce Orders (3NF Violation)</option>
               <option value="supply_chain">Supply Chain Logistics Fleet</option>
               <option value="healthcare">Healthcare Attending Staff Wards</option>
-              <option value="lossy_decomposition">Lossy Decomposition (Spurious Counterexample)</option>
+              <option value="lossy_decomposition">Lossy Decomposition (Spurious Row)</option>
             </select>
           </div>
         </div>
@@ -120,13 +123,13 @@ <h1 class="text-xl font-bold text-white flex items-center gap-2">
           <div class="bg-slate-900 border border-slate-800 rounded-xl p-5 space-y-4">
             <h2 class="text-sm font-semibold uppercase tracking-wider text-slate-400 flex items-center justify-between">
               <span>1. Relational Schema Input</span>
-              <span class="text-[11px] text-cyan-400 lowercase font-normal">Pure discrete evaluator</span>
+              <span class="text-[11px] text-cyan-400 lowercase font-normal">Deterministic schema check</span>
             </h2>
 
             <div>
-              <label class="block text-xs font-medium text-slate-300 mb-1">Heading Attributes (U)</label>
+              <label class="block text-xs font-medium text-slate-300 mb-1">Columns / Attributes (U)</label>
               <input type="text" id="relational-attributes-input" class="w-full bg-slate-950 border border-slate-800 rounded-lg px-3 py-2 text-xs font-mono text-cyan-300 focus:ring-1 focus:ring-cyan-500 focus:outline-none" placeholder="order_id, cust_id, item_id, price, zip, city">
-              <p class="text-[11px] text-slate-500 mt-1">Comma-separated list of attribute names.</p>
+              <p class="text-[11px] text-slate-500 mt-1">Comma-separated list of column names.</p>
             </div>
 
             <div>
@@ -136,14 +139,14 @@ <h2 class="text-sm font-semibold uppercase tracking-wider text-slate-400 flex it
             </div>
 
             <div>
-              <label class="block text-xs font-medium text-slate-300 mb-1">Custom Components for Chase (Optional)</label>
+              <label class="block text-xs font-medium text-slate-300 mb-1">Custom Table Split to Test in Chase (Optional)</label>
               <input type="text" id="relational-components-input" class="w-full bg-slate-950 border border-slate-800 rounded-lg px-3 py-2 text-xs font-mono text-slate-300 focus:ring-1 focus:ring-cyan-500 focus:outline-none" placeholder="e.g. (A, B), (B, C) — leave empty for auto 3NF synthesis">
-              <p class="text-[11px] text-slate-500 mt-1">Leave blank to chase Bernstein's 3NF synthesis, or enter subschemas to test for lossiness.</p>
+              <p class="text-[11px] text-slate-500 mt-1">Leave blank to test Bernstein's 3NF tables, or enter custom tables to check whether joining them introduces spurious rows.</p>
             </div>
 
             <button onclick="executeRelationalNormalize()" id="btn-run-relational" class="w-full py-2.5 px-4 bg-cyan-500 hover:bg-cyan-600 text-black font-semibold text-sm rounded-lg shadow-lg shadow-cyan-500/20 transition flex items-center justify-center space-x-2">
               <svg class="w-4 h-4" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M14.752 11.168l-3.197-2.132A1 1 0 0010 9.87v4.263a1 1 0 001.555.832l3.197-2.132a1 1 0 000-1.664z"/><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M21 12a9 9 0 11-18 0 9 9 0 0118 0z"/></svg>
-              <span>Execute Synthesis & Chase Audit</span>
+              <span>Normalize</span>
             </button>
           </div>
         </div>
@@ -157,18 +160,18 @@ <h2 class="text-sm font-semibold uppercase tracking-wider text-slate-400 flex it
               <div id="relational-cand-keys" class="text-sm font-mono text-cyan-400 font-bold mt-1">—</div>
             </div>
             <div class="bg-slate-900 border border-slate-800 rounded-xl p-3.5">
-              <div class="text-[11px] uppercase tracking-wider text-slate-400 font-medium">Prime Attributes</div>
+              <div class="text-[11px] uppercase tracking-wider text-slate-400 font-medium">Key Columns (Prime)</div>
               <div id="relational-prime-attrs" class="text-sm font-mono text-emerald-400 font-bold mt-1">—</div>
             </div>
             <div class="bg-slate-900 border border-slate-800 rounded-xl p-3.5">
-              <div class="text-[11px] uppercase tracking-wider text-slate-400 font-medium">Chase Join Status</div>
+              <div class="text-[11px] uppercase tracking-wider text-slate-400 font-medium">Join Losslessness (Chase)</div>
               <div id="relational-chase-status" class="text-sm font-mono text-amber-400 font-bold mt-1">—</div>
             </div>
           </div>
 
           <!-- Normal Form Audit Scorecard -->
           <div class="bg-slate-900 border border-slate-800 rounded-xl p-4">
-            <h3 class="text-xs font-semibold uppercase tracking-wider text-slate-400 mb-3">Normal Form Decision Invariants</h3>
+            <h3 class="text-xs font-semibold uppercase tracking-wider text-slate-400 mb-3">Normal Form Checks</h3>
             <div id="relational-nf-scorecard" class="grid grid-cols-2 sm:grid-cols-5 gap-2">
               <!-- Dynamically populated badges -->
             </div>
@@ -177,18 +180,18 @@ <h3 class="text-xs font-semibold uppercase tracking-wider text-slate-400 mb-3">N
           <!-- Minimal Cover & 3NF Bernstein Tables -->
           <div class="bg-slate-900 border border-slate-800 rounded-xl p-4 space-y-3">
             <h3 class="text-xs font-semibold uppercase tracking-wider text-slate-400 flex items-center justify-between">
-              <span>Bernstein (1976) 3NF Synthesis (Lossless & Dependency-Preserving)</span>
+              <span>3NF Decomposed Tables (Lossless & Dependency-Preserving)</span>
               <span id="relational-mincover-badge" class="text-[10px] font-mono text-cyan-400"></span>
             </h3>
             <div id="relational-3nf-tables" class="space-y-2">
-              <p class="text-xs text-slate-500">Run synthesis to generate decomposed relational tables.</p>
+              <p class="text-xs text-slate-500">Click Normalize to generate decomposed relational tables.</p>
             </div>
           </div>
 
           <!-- Interactive Tableau Chase Visualizer -->
           <div class="bg-slate-900 border border-slate-800 rounded-xl p-4 space-y-3">
             <div class="flex items-center justify-between">
-              <h3 class="text-xs font-semibold uppercase tracking-wider text-slate-400">Relational Tableau Chase Execution Trace</h3>
+              <h3 class="text-xs font-semibold uppercase tracking-wider text-slate-400">Tableau Chase Steps (FD Applied & Cells Changed)</h3>
               <span id="chase-result-pill" class="text-xs px-2 py-0.5 rounded font-mono hidden"></span>
             </div>
             <div id="chase-witness-box" class="hidden p-3 rounded-lg border text-xs font-mono"></div>
@@ -199,8 +202,8 @@ <h3 class="text-xs font-semibold uppercase tracking-wider text-slate-400">Relati
                     <th class="p-2">Step</th>
                     <th class="p-2">FD Applied</th>
                     <th class="p-2">Rows Equated</th>
-                    <th class="p-2">Attribute</th>
-                    <th class="p-2">Symbol Mutation</th>
+                    <th class="p-2">Column</th>
+                    <th class="p-2">Cells Changed</th>
                   </tr>
                 </thead>
                 <tbody id="chase-steps-tbody" class="divide-y divide-slate-850 text-slate-300">
@@ -217,12 +220,25 @@ <h3 class="text-xs font-semibold uppercase tracking-wider text-slate-400">Relati
           </div>
 
           <!-- Export SQL DDL Tab -->
-          <div class="bg-slate-900 border border-slate-800 rounded-xl p-4 space-y-2">
+          <div class="bg-slate-900 border border-slate-800 rounded-xl p-4 space-y-3">
             <div class="flex items-center justify-between">
-              <h3 class="text-xs font-semibold uppercase tracking-wider text-slate-400">Generated Relational DDL</h3>
-              <button onclick="copyToClipboard('relational-sql-ddl')" class="text-xs text-cyan-400 hover:text-cyan-300 font-mono">Copy SQL</button>
+              <h3 class="text-xs font-semibold uppercase tracking-wider text-slate-400">Generated Relational DDL (PostgreSQL & SQL Server)</h3>
+              <button onclick="copyToClipboard('relational-sql-ddl')" class="text-xs text-cyan-400 hover:text-cyan-300 font-mono">Copy Both SQL Targets</button>
+            </div>
+            <div class="grid grid-cols-1 md:grid-cols-2 gap-3">
+              <div>
+                <div class="text-[11px] font-mono text-slate-400 mb-1">PostgreSQL DDL (PK / UNIQUE / FK)</div>
+                <pre id="relational-sql-ddl-postgres" class="bg-slate-950 p-3 rounded-lg border border-slate-800 font-mono text-xs text-emerald-400 overflow-x-auto max-h-40">-- PostgreSQL DDL</pre>
+              </div>
+              <div>
+                <div class="text-[11px] font-mono text-slate-400 mb-1">SQL Server DDL (PK / UNIQUE / FK)</div>
+                <pre id="relational-sql-ddl-sqlserver" class="bg-slate-950 p-3 rounded-lg border border-slate-800 font-mono text-xs text-emerald-400 overflow-x-auto max-h-40">-- SQL Server DDL</pre>
+              </div>
             </div>
-            <pre id="relational-sql-ddl" class="bg-slate-950 p-3 rounded-lg border border-slate-800 font-mono text-xs text-emerald-400 overflow-x-auto max-h-36">-- SQL DDL will appear here after synthesis</pre>
+            <p class="text-[11px] text-slate-400">
+              <strong>Why a SQL Server indexed view cannot hold MAX:</strong> A SQL Server indexed view (<code class="font-mono">WITH SCHEMABINDING</code>) cannot include <code class="font-mono">MAX()</code> or <code class="font-mono">MIN()</code> because deleting the current maximum row cannot be repaired from the single stored scalar without rescanning the group; maintaining a sorted list of values per group avoids that rescan.
+            </p>
+            <pre id="relational-sql-ddl" class="hidden">-- SQL DDL will appear here after synthesis</pre>
           </div>
         </div>
       </div>
@@ -230,18 +246,18 @@ <h3 class="text-xs font-semibold uppercase tracking-wider text-slate-400">Genera
 
 
     <!-- =================================================================== -->
-    <!-- TAB 2: STREAMING BQNF DELTA REPAIR & COCHAIN SIMULATOR -->
+    <!-- TAB 2: STREAMING DELTA REPAIR SIMULATOR (EXPERIMENTAL) -->
     <!-- =================================================================== -->
     <div id="view-bqnf" class="tab-view hidden space-y-6">
       <div class="bg-gradient-to-r from-slate-900 via-slate-850 to-slate-900 border border-slate-800 rounded-xl p-5 shadow-sm">
         <div class="flex flex-col md:flex-row md:items-center justify-between gap-4">
           <div>
             <h1 class="text-xl font-bold text-white flex items-center gap-2">
-              <span>Streaming BQNF Delta Repair & Quantile Rebalancing</span>
-              <span class="text-xs px-2 py-0.5 rounded bg-emerald-950 text-emerald-300 border border-emerald-800 font-mono">Homological Quotient Repair</span>
+              <span>Streaming Delta Repair & Quantile Buckets</span>
+              <span class="text-xs px-2 py-0.5 rounded bg-amber-950 text-amber-300 border border-amber-800 font-mono">Experimental</span>
             </h1>
             <p class="text-sm text-slate-400 mt-1 max-w-3xl">
-              Simulate high-throughput Change Data Capture (CDC) events across query boundaries. Observe how Boundary-Quotient Normal Form commutes incremental signed coboundary updates, services destructive extremum deletions via $O(\log K)$ priority-queue cochains, and bisects dynamic dyadic quantile sketches under power-law skew without full table recomputations.
+              Simulate Change Data Capture (CDC) events across grouped aggregate queries. Keeping a sorted list of values per group (ordered multiset) repairs destructive <code class="font-mono">MAX</code> deletions in $O(\log K)$ without rescanning the base table; a SQL Server indexed view cannot include <code class="font-mono">MAX</code> because a deleted maximum cannot be recomputed from one scalar value alone.
             </p>
           </div>
           <button onclick="executeBqnfSimulation()" class="py-2.5 px-4 bg-cyan-500 hover:bg-cyan-600 text-black font-semibold text-sm rounded-lg shadow-lg shadow-emerald-500/20 transition flex items-center space-x-2">
@@ -255,26 +271,26 @@ <h1 class="text-xl font-bold text-white flex items-center gap-2">
         <!-- Controls -->
         <div class="lg:col-span-5 space-y-4">
           <div class="bg-slate-900 border border-slate-800 rounded-xl p-5 space-y-4">
-            <h2 class="text-sm font-semibold uppercase tracking-wider text-slate-400">1. Boundary & Stream Config</h2>
+            <h2 class="text-sm font-semibold uppercase tracking-wider text-slate-400">1. Query & Stream Config</h2>
 
             <div>
-              <label class="block text-xs font-medium text-slate-300 mb-1">Declared Query Boundary</label>
+              <label class="block text-xs font-medium text-slate-300 mb-1">Grouped Aggregate Query</label>
               <div class="p-3 bg-slate-950 rounded-lg border border-slate-800 text-xs font-mono text-slate-300 space-y-1">
                 <div><span class="text-slate-500">Query:</span> SELECT region, SUM(amount), MAX(amount) FROM sales</div>
                 <div><span class="text-slate-500">Filter:</span> WHERE status = 'paid' GROUP BY region;</div>
-                <div><span class="text-slate-500">State:</span> region_extremum_cochain + region_quantile_cochain</div>
+                <div><span class="text-slate-500">Auxiliary State:</span> Sorted value counts per region + histogram buckets</div>
               </div>
             </div>
 
             <div class="space-y-2">
               <label class="flex items-center space-x-2 text-xs text-slate-300">
                 <input type="checkbox" id="bqnf-use-cochain-toggle" checked class="rounded bg-slate-800 border-slate-700 text-emerald-500 focus:ring-emerald-500">
-                <span>Enable Priority-Queue Extremum Cochain (Bypasses $O(N)$ full scans)</span>
+                <span>Maintain sorted values per group for MAX (avoids $O(N)$ full table rescan on delete)</span>
               </label>
             </div>
 
             <div>
-              <label class="block text-xs font-medium text-slate-300 mb-1">Dynamic Dyadic Bisection Thresholds</label>
+              <label class="block text-xs font-medium text-slate-300 mb-1">Histogram Bucket Split / Merge Thresholds</label>
               <div class="grid grid-cols-2 gap-2 text-xs">
                 <div>
                   <span class="text-[11px] text-slate-400">Split Threshold:</span>
@@ -303,7 +319,7 @@ <h2 class="text-sm font-semibold uppercase tracking-wider text-slate-400">1. Bou
               <div id="bqnf-events-count" class="text-sm font-mono text-emerald-400 font-bold mt-1">—</div>
             </div>
             <div class="bg-slate-900 border border-slate-800 rounded-xl p-3.5">
-              <div class="text-[11px] uppercase tracking-wider text-slate-400 font-medium">Extrema Cochain Hits</div>
+              <div class="text-[11px] uppercase tracking-wider text-slate-400 font-medium">Sorted-List MAX Repairs</div>
               <div id="bqnf-cochain-hits" class="text-sm font-mono text-cyan-400 font-bold mt-1">—</div>
             </div>
             <div class="bg-slate-900 border border-slate-800 rounded-xl p-3.5">
@@ -315,7 +331,7 @@ <h2 class="text-sm font-semibold uppercase tracking-wider text-slate-400">1. Bou
           <!-- Extrema Repair Log -->
           <div class="bg-slate-900 border border-slate-800 rounded-xl p-4 space-y-3">
             <h3 class="text-xs font-semibold uppercase tracking-wider text-slate-400 flex items-center justify-between">
-              <span>Extrema Repair Log (Database Audit Trail)</span>
+              <span>MAX / MIN Repair Log (Database Audit Trail)</span>
               <span id="bqnf-speedup-badge" class="text-[11px] font-mono text-emerald-400"></span>
             </h3>
             <div class="overflow-x-auto max-h-52 border border-slate-800 rounded-lg text-xs font-mono">
@@ -324,9 +340,9 @@ <h3 class="text-xs font-semibold uppercase tracking-wider text-slate-400 flex it
                   <tr>
                     <th class="p-2">Op</th>
                     <th class="p-2">Amount</th>
-                    <th class="p-2">Destructive?</th>
+                    <th class="p-2">Deleted Max?</th>
                     <th class="p-2">Route</th>
-                    <th class="p-2">Extrema Transition</th>
+                    <th class="p-2">Min / Max Transition</th>
                     <th class="p-2">Fallback Scan</th>
                   </tr>
                 </thead>
@@ -340,7 +356,7 @@ <h3 class="text-xs font-semibold uppercase tracking-wider text-slate-400 flex it
           <!-- Dynamic Dyadic Quantile Histogram -->
           <div class="bg-slate-900 border border-slate-800 rounded-xl p-4 space-y-3">
             <div class="flex items-center justify-between">
-              <h3 class="text-xs font-semibold uppercase tracking-wider text-slate-400">Dynamic Dyadic $\epsilon$-Quantiles Sketch Histogram</h3>
+              <h3 class="text-xs font-semibold uppercase tracking-wider text-slate-400">Dynamic Quantile Bucket Histogram</h3>
               <span id="bqnf-rebalance-badge" class="text-xs font-mono text-cyan-400"></span>
             </div>
             <div id="bqnf-buckets-visual" class="space-y-2 p-3 bg-slate-950 rounded-lg border border-slate-800 text-xs font-mono">
@@ -353,23 +369,23 @@ <h3 class="text-xs font-semibold uppercase tracking-wider text-slate-400">Dynami
 
 
     <!-- =================================================================== -->
-    <!-- TAB 3: NF-IR COMPILER EXPLORER (GODBOLT INSPECTOR) -->
+    <!-- TAB 3: CONSTRAINT TRIGGER COMPILER (EXPERIMENTAL) -->
     <!-- =================================================================== -->
     <div id="view-compiler" class="tab-view hidden space-y-6">
       <div class="bg-gradient-to-r from-slate-900 via-slate-850 to-slate-900 border border-slate-800 rounded-xl p-5 shadow-sm">
         <div class="flex flex-col md:flex-row md:items-center justify-between gap-4">
           <div>
             <h1 class="text-xl font-bold text-white flex items-center gap-2">
-              <span>NF-IR Compiler Playground</span>
-              <span class="text-xs px-2 py-0.5 rounded bg-purple-950 text-purple-300 border border-purple-800 font-mono">Godbolt-Style Multi-Target Lowering</span>
+              <span>Constraint Trigger & Guard Compiler</span>
+              <span class="text-xs px-2 py-0.5 rounded bg-amber-950 text-amber-300 border border-amber-800 font-mono">Experimental</span>
             </h1>
             <p class="text-sm text-slate-400 mt-1 max-w-3xl">
-              Inspect the 4-layer compiler intermediate representation. Transform declarative normal form contracts into micro-kernel witness triples $K = (X, F, L)$, optimize via monotone poset subsumption lattices with dead-check elimination (DCE), and lower to executable SQLite triggers, Python guards, and automated counterexample test fixtures.
+              Compile functional-dependency constraints into executable SQLite <code class="font-mono">BEFORE INSERT/UPDATE</code> triggers, Python row-validation guards, and counterexample test fixtures, eliminating redundant weaker checks when a stronger normal form already holds.
             </p>
           </div>
           <button onclick="executeCompilerLowering()" class="py-2.5 px-4 bg-cyan-500 hover:bg-cyan-600 text-black font-semibold text-sm rounded-lg shadow-lg shadow-purple-500/20 transition flex items-center space-x-2">
             <svg class="w-4 h-4" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M10 20l4-16m4 4l4 4-4 4M6 16l-4-4 4-4"/></svg>
-            <span>Compile & Lower NF-IR</span>
+            <span>Compile Triggers & Guards</span>
           </button>
         </div>
       </div>
@@ -378,11 +394,11 @@ <h1 class="text-xl font-bold text-white flex items-center gap-2">
         <!-- Compiler Input -->
         <div class="lg:col-span-5 space-y-4">
           <div class="bg-slate-900 border border-slate-800 rounded-xl p-5 space-y-4">
-            <h2 class="text-sm font-semibold uppercase tracking-wider text-slate-400">1. Contract & Invariant Spec</h2>
+            <h2 class="text-sm font-semibold uppercase tracking-wider text-slate-400">1. Constraint Specification</h2>
 
             <div class="grid grid-cols-2 gap-2">
               <div>
-                <label class="block text-xs font-medium text-slate-300 mb-1">Contract ID</label>
+                <label class="block text-xs font-medium text-slate-300 mb-1">Normal Form Target</label>
                 <input type="text" id="compiler-contract-id" value="nf.classical.bcnf" class="w-full bg-slate-950 border border-slate-800 rounded px-2.5 py-1.5 text-xs text-purple-300 font-mono">
               </div>
               <div>
@@ -392,40 +408,40 @@ <h2 class="text-sm font-semibold uppercase tracking-wider text-slate-400">1. Con
             </div>
 
             <div>
-              <label class="block text-xs font-medium text-slate-300 mb-1">Key Field</label>
+              <label class="block text-xs font-medium text-slate-300 mb-1">Primary Key Column</label>
               <input type="text" id="compiler-key-field" value="employee_id" class="w-full bg-slate-950 border border-slate-800 rounded px-2.5 py-1.5 text-xs text-slate-200 font-mono">
             </div>
 
             <div>
-              <label class="block text-xs font-medium text-slate-300 mb-1">Heading Fields (U)</label>
+              <label class="block text-xs font-medium text-slate-300 mb-1">Table Columns (U)</label>
               <input type="text" id="compiler-heading" value="employee_id, dept_id, manager_id, office_location" class="w-full bg-slate-950 border border-slate-800 rounded px-2.5 py-1.5 text-xs text-slate-200 font-mono">
             </div>
 
             <div class="grid grid-cols-2 gap-2">
               <div>
-                <label class="block text-xs font-medium text-slate-300 mb-1">Determinant (Collapse Map)</label>
+                <label class="block text-xs font-medium text-slate-300 mb-1">Determinant (LHS)</label>
                 <input type="text" id="compiler-determinant" value="dept_id" class="w-full bg-slate-950 border border-slate-800 rounded px-2.5 py-1.5 text-xs text-cyan-300 font-mono">
               </div>
               <div>
-                <label class="block text-xs font-medium text-slate-300 mb-1">Dependent (Protected Law)</label>
+                <label class="block text-xs font-medium text-slate-300 mb-1">Dependent (RHS)</label>
                 <input type="text" id="compiler-dependent" value="manager_id" class="w-full bg-slate-950 border border-slate-800 rounded px-2.5 py-1.5 text-xs text-emerald-300 font-mono">
               </div>
             </div>
 
             <div>
-              <label class="block text-xs font-medium text-slate-300 mb-1">Test Carrier Data (JSON Array)</label>
+              <label class="block text-xs font-medium text-slate-300 mb-1">Sample Rows to Validate (JSON Array)</label>
               <textarea id="compiler-carrier-json" rows="6" class="w-full bg-slate-950 border border-slate-800 rounded-lg px-3 py-2 text-xs font-mono text-purple-300 focus:ring-1 focus:ring-purple-500 focus:outline-none"></textarea>
             </div>
           </div>
         </div>
 
-        <!-- Lowered Outputs (Godbolt Multi-Pane) -->
+        <!-- Lowered Outputs (Multi-Pane) -->
         <div class="lg:col-span-7 space-y-4">
           <!-- Subsumption & DCE Banner -->
           <div class="bg-slate-900 border border-slate-800 rounded-xl p-4">
-            <h3 class="text-xs font-semibold uppercase tracking-wider text-slate-400 mb-2">Layer 2 Poset Subsumption & Dead-Check Elimination</h3>
+            <h3 class="text-xs font-semibold uppercase tracking-wider text-slate-400 mb-2">Redundant Check Elimination (Stronger Normal Form Implies Weaker)</h3>
             <div id="compiler-subsumption-card" class="p-3 bg-slate-950 rounded-lg border border-slate-800 text-xs font-mono space-y-1">
-              <p class="text-slate-500">Compile contract to evaluate subsumption ordering...</p>
+              <p class="text-slate-500">Compile constraint to evaluate check elimination...</p>
             </div>
           </div>
 
@@ -434,7 +450,7 @@ <h3 class="text-xs font-semibold uppercase tracking-wider text-slate-400 mb-2">L
             <div class="bg-slate-950 border-b border-slate-800 flex space-x-1 p-2">
               <button onclick="switchCompilerSubTab('sqlite')" id="subtab-btn-sqlite" class="px-3 py-1 text-xs font-mono rounded bg-slate-800 text-purple-300 border border-slate-700">Target B: SQLite Triggers</button>
               <button onclick="switchCompilerSubTab('python')" id="subtab-btn-python" class="px-3 py-1 text-xs font-mono rounded text-slate-400 hover:text-slate-200">Target A: Python Guard</button>
-              <button onclick="switchCompilerSubTab('fuzzers')" id="subtab-btn-fuzzers" class="px-3 py-1 text-xs font-mono rounded text-slate-400 hover:text-slate-200">Target C: Fuzzing Fixtures</button>
+              <button onclick="switchCompilerSubTab('fuzzers')" id="subtab-btn-fuzzers" class="px-3 py-1 text-xs font-mono rounded text-slate-400 hover:text-slate-200">Target C: Counterexample Rows</button>
             </div>
 
             <!-- Panel 1: SQLite Triggers -->
@@ -449,7 +465,7 @@ <h3 class="text-xs font-semibold uppercase tracking-wider text-slate-400 mb-2">L
             <!-- Panel 2: Python Guard -->
             <div id="compiler-subpanel-python" class="hidden p-4 space-y-3">
               <div class="flex items-center justify-between">
-                <span class="text-xs text-slate-400">Zero-overhead fail-closed Python decorator</span>
+                <span class="text-xs text-slate-400">Fail-closed Python validation decorator</span>
                 <button onclick="copyToClipboard('compiler-python-code')" class="text-xs text-purple-400 hover:text-purple-300 font-mono">Copy Python</button>
               </div>
               <pre id="compiler-python-code" class="bg-slate-950 p-3 rounded-lg border border-slate-800 font-mono text-xs text-cyan-300 overflow-x-auto max-h-72"># Python guard code will be emitted here</pre>
@@ -457,7 +473,7 @@ <h3 class="text-xs font-semibold uppercase tracking-wider text-slate-400 mb-2">L
 
             <!-- Panel 3: Counterexamples -->
             <div id="compiler-subpanel-fuzzers" class="hidden p-4 space-y-3">
-              <span class="text-xs text-slate-400">Algorithmic minimal counterexample fixtures generated for contract</span>
+              <span class="text-xs text-slate-400">Minimal counterexample rows that violate the functional dependency</span>
               <div id="compiler-fuzzers-container" class="space-y-2 text-xs font-mono"></div>
             </div>
           </div>
@@ -467,23 +483,23 @@ <h3 class="text-xs font-semibold uppercase tracking-wider text-slate-400 mb-2">L
 
 
     <!-- =================================================================== -->
-    <!-- TAB 4: AI AGENT CONTEXT LOSSLEDGER GATEWAY -->
+    <!-- TAB 4: CONTEXT TOKEN BUDGET AUDIT (EXPERIMENTAL) -->
     <!-- =================================================================== -->
     <div id="view-ai" class="tab-view hidden space-y-6">
       <div class="bg-gradient-to-r from-slate-900 via-slate-850 to-slate-900 border border-slate-800 rounded-xl p-5 shadow-sm">
         <div class="flex flex-col md:flex-row md:items-center justify-between gap-4">
           <div>
             <h1 class="text-xl font-bold text-white flex items-center gap-2">
-              <span>AI Agent Model Context Protocol (MCP) LossLedger Gateway</span>
-              <span class="text-xs px-2 py-0.5 rounded bg-amber-950 text-amber-300 border border-amber-800 font-mono">Token Conservation & Cryptographic Audit</span>
+              <span>Context Token Budget & Truncation Audit</span>
+              <span class="text-xs px-2 py-0.5 rounded bg-amber-950 text-amber-300 border border-amber-800 font-mono">Experimental</span>
             </h1>
             <p class="text-sm text-slate-400 mt-1 max-w-3xl">
-              Auditable RAG context compression and token truncation. Enforces exact token conservation (<code class="text-amber-400">source_tokens == retained_tokens + truncated_tokens</code>), emits SHA-256 Merkle-sealed LossLedgers documenting erased attributes, and enforces the epistemic firewall (<code class="text-slate-300">certified_implies_authorized: false</code>).
+              Auditable context projection and token truncation. Checks token accounting (<code class="text-amber-400">source_tokens == retained_tokens + truncated_tokens</code>) and records a SHA-256 digest of dropped fields and rows.
             </p>
           </div>
           <button onclick="executeAiLossLedger()" class="py-2.5 px-4 bg-cyan-500 hover:bg-cyan-600 text-black font-semibold text-sm rounded-lg shadow-lg shadow-amber-500/20 transition flex items-center space-x-2">
             <svg class="w-4 h-4" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M9 12l2 2 4-4m5.618-4.016A11.955 11.955 0 0112 2.944a11.955 11.955 0 01-8.618 3.04A12.02 12.02 0 003 9c0 5.591 3.824 10.29 9 11.622 5.176-1.332 9-6.03 9-11.622 0-1.042-.133-2.052-.382-3.016z"/></svg>
-            <span>Evaluate Context Transport</span>
+            <span>Evaluate Context Budget</span>
           </button>
         </div>
       </div>
@@ -492,18 +508,18 @@ <h1 class="text-xl font-bold text-white flex items-center gap-2">
         <!-- Left Input -->
         <div class="lg:col-span-5 space-y-4">
           <div class="bg-slate-900 border border-slate-800 rounded-xl p-5 space-y-4">
-            <h2 class="text-sm font-semibold uppercase tracking-wider text-slate-400">1. RAG Context Budgeting Input</h2>
+            <h2 class="text-sm font-semibold uppercase tracking-wider text-slate-400">1. Context Budgeting Input</h2>
 
             <div>
               <label class="block text-xs font-medium text-slate-300 mb-1">Token Budget Ceiling</label>
               <input type="number" id="ai-token-budget" value="35" class="w-full bg-slate-950 border border-slate-800 rounded px-2.5 py-1.5 text-xs text-amber-300 font-mono">
-              <p class="text-[11px] text-slate-500 mt-1">Maximum allowed tokens in projected prompt context.</p>
+              <p class="text-[11px] text-slate-500 mt-1">Maximum allowed tokens in projected output.</p>
             </div>
 
             <div>
-              <label class="block text-xs font-medium text-slate-300 mb-1">Target Retained Fields</label>
+              <label class="block text-xs font-medium text-slate-300 mb-1">Retained Fields</label>
               <input type="text" id="ai-target-fields" value="chunk_id, doc_title, text, relevance_score" class="w-full bg-slate-950 border border-slate-800 rounded px-2.5 py-1.5 text-xs text-slate-200 font-mono">
-              <p class="text-[11px] text-slate-500 mt-1">Any unlisted source fields (e.g. debug traces, raw embeddings) will be safely erased and recorded in the LossLedger.</p>
+              <p class="text-[11px] text-slate-500 mt-1">Unlisted source fields are dropped and recorded in the truncation log.</p>
             </div>
 
             <div>
@@ -531,36 +547,36 @@ <h2 class="text-sm font-semibold uppercase tracking-wider text-slate-400">1. RAG
             </div>
           </div>
 
-          <!-- Merkle LossLedger Seal -->
+          <!-- Truncation Audit Digest -->
           <div class="bg-slate-900 border border-slate-800 rounded-xl p-4 space-y-3">
             <h3 class="text-xs font-semibold uppercase tracking-wider text-slate-400 flex items-center justify-between">
-              <span>Cryptographic SHA-256 Merkle LossLedger Seal</span>
+              <span>SHA-256 Truncation Audit Digest</span>
               <span id="ai-merkle-verified-badge" class="text-[11px] font-mono text-emerald-400"></span>
             </h3>
             <div class="p-3 bg-slate-950 rounded-lg border border-slate-800 space-y-2 text-xs font-mono">
               <div class="flex items-center justify-between">
-                <span class="text-slate-500">Root Merkle Digest:</span>
+                <span class="text-slate-500">Root SHA-256 Digest:</span>
                 <span id="ai-merkle-digest" class="text-amber-400 select-all">—</span>
               </div>
               <div class="flex items-center justify-between">
-                <span class="text-slate-500">Erased Metadata Fields:</span>
+                <span class="text-slate-500">Dropped Fields:</span>
                 <span id="ai-erased-fields" class="text-rose-400">—</span>
               </div>
               <div class="flex items-center justify-between">
-                <span class="text-slate-500">Token Conservation Law:</span>
+                <span class="text-slate-500">Token Accounting Check:</span>
                 <span id="ai-conservation-equation" class="text-cyan-400">—</span>
               </div>
             </div>
           </div>
 
-          <!-- Epistemic Authority Firewall Card -->
+          <!-- Authorization Note -->
           <div class="bg-slate-900 border border-slate-800 rounded-xl p-4 space-y-2">
             <h3 class="text-xs font-semibold uppercase tracking-wider text-slate-400 flex items-center space-x-2">
               <span class="w-2 h-2 rounded-full bg-rose-500"></span>
-              <span>Epistemic Authority Firewall</span>
+              <span>Authorization Boundary</span>
             </h3>
             <p class="text-xs text-slate-400">
-              In accordance with <code class="text-slate-300">certified_implies_authorized: false</code>, a verified context projection remains strictly unauthorized until validated by an independent policy verifier. This prevents hallucinated or truncated context from automatically triggering irreversible real-world tool execution.
+              Checking token accounting (<code class="text-slate-300">certified_implies_authorized: false</code>) does not authorize downstream tool execution without an independent policy check.
             </p>
           </div>
         </div>
@@ -573,9 +589,9 @@ <h3 class="text-xs font-semibold uppercase tracking-wider text-slate-400 flex it
     <!-- =================================================================== -->
     <div id="view-quickstart" class="tab-view hidden space-y-6">
       <div class="bg-gradient-to-r from-slate-900 via-slate-850 to-slate-900 border border-slate-800 rounded-xl p-6 shadow-sm">
-        <h1 class="text-xl font-bold text-white">Zero-Friction Developer Adoption: 3 Lines of Python</h1>
+        <h1 class="text-xl font-bold text-white">Python Library Quickstart</h1>
         <p class="text-sm text-slate-400 mt-2 max-w-3xl">
-          Integrate relational schema normalization, streaming BQNF delta repair, and intermediate representation guards directly into your database migration pipelines, backend services, and AI agents.
+          Use relational schema normalization, incremental aggregate repair, and SQLite constraint trigger compilation directly from Python.
         </p>
       </div>
 
diff --git a/web/test_api_smoke.py b/web/test_api_smoke.py
index 9e2e801..e46d762 100644
--- a/web/test_api_smoke.py
+++ b/web/test_api_smoke.py
@@ -29,6 +29,13 @@ def test_frontend_serving():
     r = client.get("/")
     assert r.status_code == 200
     assert "Simplex-NF Studio" in r.text
+    assert r.headers.get("cache-control") == "no-cache"
+
+    studio = client.get("/studio/")
+    assert studio.status_code == 200
+    assert "Simplex-NF Studio" in studio.text
+    assert studio.headers.get("cache-control") == "no-cache"
+    assert "Experimental" in studio.text
 
     css = client.get("/static/style.css")
     assert css.status_code == 200
@@ -50,11 +57,25 @@ def test_relational_presets():
         assert "candidate_keys" in data
         assert "synthesized_3nf" in data
         assert "chase" in data
+        assert "sql_ddl_postgres" in data
+        assert "sql_ddl_sqlserver" in data
+        assert "PRIMARY KEY" in data["sql_ddl_postgres"]
+        assert "PRIMARY KEY" in data["sql_ddl_sqlserver"]
+        for step in data["chase"]["steps"]:
+            assert "changed_cells" in step
+            assert len(step["changed_cells"]) >= 1
         if name == "lossy_decomposition":
             assert data["chase"]["is_implied"] is False
             assert data["chase"]["spurious_tuple_witness"] is not None
+            assert (
+                "this row is in the join of the pieces but not in the original"
+                in data["chase"]["spurious_tuple_explanation"]
+            )
         else:
             assert data["chase"]["is_implied"] is True
+            assert "FOREIGN KEY" in data["sql_ddl_postgres"]
+            assert "FOREIGN KEY" in data["sql_ddl_sqlserver"]
+
 
 
 def test_bqnf_simulation():
@@ -114,6 +135,30 @@ def test_ai_lossledger():
         assert data["merkle_digest"] is not None
 
 
+def test_ddl_live_postgresql_validation():
+    import shutil
+    import pytest
+
+    if shutil.which("psql") is None:
+        pytest.skip("PostgreSQL instance / psql not available in local sandbox; DDL live execution not run")
+
+
+def test_ddl_live_sqlserver_validation():
+    import shutil
+    import subprocess
+    import pytest
+
+    if shutil.which("sqlcmd") is None:
+        pytest.skip("sqlcmd not available; SQL Server DDL live execution not run")
+    probe = subprocess.run(
+        ["sqlcmd", "-S", "(localdb)\\MSSQLLocalDB", "-l", "2", "-Q", "SELECT 1"],
+        capture_output=True,
+        text=True,
+    )
+    if probe.returncode != 0:
+        pytest.skip("SQL Server LocalDB instance unreachable in sandbox; DDL live execution not run")
+
+
 if __name__ == "__main__":
     print("Running web smoke tests...")
     test_healthz()

From be0efcafea1da10f91d2bc9df0c98da7d78f6612 Mon Sep 17 00:00:00 2001
From: "Jeremy H. Carroll" <jeremycarroll77@gmail.com>
Date: Thu, 5 Nov 2026 22:09:43 -0500
Subject: [PATCH 4/9] Topologically order 3NF DDL by foreign keys and mark all
 candidate keys NOT NULL

---
 overnight/LOG.md         |  9 ++--
 web/app.py               | 69 +++++++++++++++++++++--------
 web/static/app.js        |  4 +-
 web/templates/index.html |  4 +-
 web/test_api_smoke.py    | 94 ++++++++++++++++++++++++++++++++++++++++
 5 files changed, 154 insertions(+), 26 deletions(-)

diff --git a/overnight/LOG.md b/overnight/LOG.md
index 989da77..b0573cd 100644
--- a/overnight/LOG.md
+++ b/overnight/LOG.md
@@ -18,17 +18,18 @@
 - Browser console output: [`overnight/baseline/browser_console.txt`](baseline/browser_console.txt)
 - Time to first result: [`overnight/baseline/first_result_timing.txt`](baseline/first_result_timing.txt) (`824 ms` including preset load)
 - Baseline test suite output: [`overnight/baseline/test_suite_output.txt`](baseline/test_suite_output.txt)
-- Why `/` previously matched the old dark multi-tab studio: commit `de378c8` (`Restyle Studio onto the Anomalon design system v1`) was on an unmerged branch (`origin/claude/project-thread-iim5ta`), `web/app.py` had no `/studio/` route or single-pane `/` template, and HTML responses lacked `Cache-Control: no-cache`.
+- Why `/` previously matched the old dark multi-tab studio: commit `de378c8` (`Restyle Studio onto the Anomalon design system v1`) was on an unmerged branch, `web/app.py` had no `/studio/` route or single-pane `/` template, and HTML responses lacked `Cache-Control: no-cache`.
 
 ## Changed
 
 - Record baseline screenshots, browser console log, timing, and test output (`7f7d93c`) — proved by `overnight/baseline/front_1280x800.png`, `overnight/baseline/front_390x844.png`, and `overnight/baseline/test_suite_output.txt`.
-- Add 600 seeded property-based tests (150 random schemas per property over up to 6 attributes) checking attribute closure and candidate keys against brute force, 3NF synthesis dependency preservation and losslessness, BCNF decomposition losslessness, and chase agreement with natural join of projections including spurious-row membership — proved by `tests/test_relational_properties.py`.
-- Restore Anomalon light-only design tokens (removing `@media (prefers-color-scheme: dark)` from `web/static/anomalon.css`), serve the single-pane front page at `/` with `Cache-Control: no-cache`, keep the full multi-tab workbench at `/studio/` with `Experimental` badges and plain DBA labels (`Normalize`), record `changed_cells` on every chase step, show `"this row is in the join of the pieces but not in the original"` on lossy decompositions, and emit PostgreSQL and SQL Server DDL with `PRIMARY KEY`, `UNIQUE`, and `FOREIGN KEY` constraints plus the SQL Server indexed-view `MAX` note — proved by `web/test_api_smoke.py`, `tests/test_frontend.cjs`, `overnight/after_front_1280x800.png`, `overnight/after_front_390x844.png`, `overnight/after_studio_1280x800.png`, and `overnight/after_studio_390x844.png`.
+- Add 600 seeded property-based tests (150 random schemas per property over up to 6 attributes) checking attribute closure and candidate keys against brute force, 3NF synthesis dependency preservation and losslessness, BCNF decomposition losslessness, and chase agreement with natural join of projections including spurious-row membership (`a0946ba`) — proved by `tests/test_relational_properties.py`.
+- Restore Anomalon light-only design tokens (removing `@media (prefers-color-scheme: dark)` from `web/static/anomalon.css`), serve the single-pane front page at `/` with `Cache-Control: no-cache`, keep the full multi-tab workbench at `/studio/` with `Experimental` badges and plain DBA labels (`Normalize`), record `changed_cells` on every chase step, show `"this row is in the join of the pieces but not in the original"` on lossy decompositions, and emit PostgreSQL and SQL Server DDL with `PRIMARY KEY`, `UNIQUE`, and `FOREIGN KEY` constraints plus the SQL Server indexed-view `MAX` note (`7c4fd57`) — proved by `web/test_api_smoke.py`, `tests/test_frontend.cjs`, `overnight/after_front_1280x800.png`, `overnight/after_front_390x844.png`, `overnight/after_studio_1280x800.png`, and `overnight/after_studio_390x844.png`.
+- Topologically order synthesized 3NF tables by foreign-key reference dependencies before emitting DDL, mark all candidate-key columns (including secondary `UNIQUE` keys) `NOT NULL`, remove remaining internal jargon labels in `/studio/`, and add SQLite foreign-key DDL execution and live-database test bodies — proved by `web/test_api_smoke.py::test_ddl_topological_order_and_sqlite_fk_execution`.
 
 ## Not done
 
-- Live database execution of generated PostgreSQL and SQL Server DDL (`Section 4.3, item 5 / Done when`): PostgreSQL (`psql`) and Docker are not installed in this local Windows environment, and SQL Server LocalDB (`(localdb)\MSSQLLocalDB`) named-pipe IPC is blocked by the process sandbox (`Unexpected error occurred inside a LocalDB instance API method call`). The structural DDL checks run in `web/test_api_smoke.py::test_relational_presets`, while the two live-database execution tests (`test_ddl_live_postgresql_validation` and `test_ddl_live_sqlserver_validation`) are explicitly marked skipped (`not run`, never marked as passed).
+- Live database execution of generated PostgreSQL and SQL Server DDL against a running PostgreSQL or SQL Server daemon (`Section 4.3, item 5 / Done when`): PostgreSQL (`psql`) and Docker are not installed in this local Windows environment, and SQL Server LocalDB (`(localdb)\MSSQLLocalDB`) named-pipe IPC is blocked by the process sandbox (`Unexpected error occurred inside a LocalDB instance API method call`). The generated PostgreSQL and SQL Server DDL statements are executed and checked for foreign-key enforcement in SQLite (`PRAGMA foreign_keys = ON`) in `web/test_api_smoke.py::test_ddl_topological_order_and_sqlite_fk_execution`, while the two live-server tests (`test_ddl_live_postgresql_validation` and `test_ddl_live_sqlserver_validation`) contain full transactional DDL execution bodies and are explicitly marked skipped (`not run`, never marked as passed) when `psql` or `sqlcmd` cannot reach a server.
 
 ## Decisions for the owner
 
diff --git a/web/app.py b/web/app.py
index e3c2940..e339e07 100644
--- a/web/app.py
+++ b/web/app.py
@@ -445,39 +445,71 @@ async def normalize_relational_schema(payload: RelationalNormalizeRequest) -> Di
             "-- Note (MAX aggregate): A SQL Server indexed view (WITH SCHEMABINDING) cannot include MAX() or MIN() because deleting the current maximum row cannot be repaired from the stored scalar alone without rescanning the group; maintain a sorted list of values per group instead.",
         ]
 
-        # Order parent tables before child tables when possible
-        ordered_tables = sorted(
-            synthesized_3nf,
-            key=lambda t: (len(t["candidate_keys"][0]) if t["candidate_keys"] else 99, len(t["attributes"]), t["table_name"]),
-        )
+        # Topologically order parent tables before child tables that reference them via foreign keys
+        table_by_name = {t["table_name"]: t for t in synthesized_3nf}
+        fk_targets_by_table: Dict[str, List[Dict[str, Any]]] = {t["table_name"]: [] for t in synthesized_3nf}
+        for table in synthesized_3nf:
+            tname = table["table_name"]
+            tattrs_set = set(table["attributes"])
+            pk_set = set(table["candidate_keys"][0] if table["candidate_keys"] else table["attributes"])
+            for other in synthesized_3nf:
+                oname = other["table_name"]
+                if oname == tname or not other["candidate_keys"]:
+                    continue
+                other_pk_set = set(other["candidate_keys"][0])
+                if other_pk_set.issubset(tattrs_set) and (other_pk_set != pk_set or oname < tname):
+                    fk_targets_by_table[tname].append(other)
+
+        def _table_sort_key(t: Dict[str, Any]) -> Tuple[int, int, str]:
+            return (
+                len(t["candidate_keys"][0]) if t["candidate_keys"] else 99,
+                len(t["attributes"]),
+                t["table_name"],
+            )
+
+        ordered_tables: List[Dict[str, Any]] = []
+        placed_names: set[str] = set()
+        remaining = sorted(synthesized_3nf, key=_table_sort_key)
+        while remaining:
+            ready = [
+                t for t in remaining
+                if all(dep["table_name"] in placed_names for dep in fk_targets_by_table[t["table_name"]])
+            ]
+            pick = ready[0] if ready else remaining[0]
+            ordered_tables.append(pick)
+            placed_names.add(pick["table_name"])
+            remaining = [t for t in remaining if t["table_name"] != pick["table_name"]]
+
+        created_tables: set[str] = set()
         for table in ordered_tables:
             tname = table["table_name"]
             tattrs = table["attributes"]
-            tattrs_set = set(tattrs)
             pk = table["candidate_keys"][0] if table["candidate_keys"] else tattrs
-            pk_set = set(pk)
             secondary_keys = table["candidate_keys"][1:] if len(table["candidate_keys"]) > 1 else []
+            not_null_cols = (
+                {col for key in table["candidate_keys"] for col in key}
+                if table["candidate_keys"]
+                else set(tattrs)
+            )
 
-            # Foreign keys to other 3NF tables whose PK is a subset of this table's attributes
+            # Foreign keys to already-created 3NF parent tables whose PK is a subset of this table's attributes
             fk_clauses_pg: List[str] = []
             fk_clauses_ms: List[str] = []
-            for other in ordered_tables:
-                if other["table_name"] == tname or not other["candidate_keys"]:
+            for other in fk_targets_by_table[tname]:
+                if other["table_name"] not in created_tables:
                     continue
                 other_pk = other["candidate_keys"][0]
-                other_pk_set = set(other_pk)
-                if other_pk_set.issubset(tattrs_set) and (other_pk_set != pk_set or other["table_name"] < tname):
-                    pg_cols = ", ".join(f'"{c}"' for c in other_pk)
-                    ms_cols = ", ".join(f"[{c}]" for c in other_pk)
-                    fk_clauses_pg.append(f'FOREIGN KEY ({pg_cols}) REFERENCES "{other["table_name"]}" ({pg_cols})')
-                    fk_clauses_ms.append(f"FOREIGN KEY ({ms_cols}) REFERENCES [{other['table_name']}] ({ms_cols})")
+                pg_cols = ", ".join(f'"{c}"' for c in other_pk)
+                ms_cols = ", ".join(f"[{c}]" for c in other_pk)
+                fk_clauses_pg.append(f'FOREIGN KEY ({pg_cols}) REFERENCES "{other["table_name"]}" ({pg_cols})')
+                fk_clauses_ms.append(f"FOREIGN KEY ({ms_cols}) REFERENCES [{other['table_name']}] ({ms_cols})")
 
             pg_col_defs = [
-                f'"{col}" TEXT{" NOT NULL" if col in pk_set else ""}'
+                f'"{col}" TEXT{" NOT NULL" if col in not_null_cols else ""}'
                 for col in tattrs
             ]
             ms_col_defs = [
-                f'[{col}] NVARCHAR(128){" NOT NULL" if col in pk_set else ""}'
+                f'[{col}] NVARCHAR(128){" NOT NULL" if col in not_null_cols else ""}'
                 for col in tattrs
             ]
 
@@ -497,6 +529,7 @@ async def normalize_relational_schema(payload: RelationalNormalizeRequest) -> Di
             ms_all = ms_col_defs + [ms_pk] + ms_uniques + fk_clauses_ms
             pg_statements.append(f'CREATE TABLE "{tname}" (\n  ' + ",\n  ".join(pg_all) + "\n);")
             mssql_statements.append(f"CREATE TABLE [{tname}] (\n  " + ",\n  ".join(ms_all) + "\n);")
+            created_tables.add(tname)
 
         sql_ddl_postgres = "\n".join(pg_statements)
         sql_ddl_sqlserver = "\n".join(mssql_statements)
diff --git a/web/static/app.js b/web/static/app.js
index 4a97868..967d8af 100644
--- a/web/static/app.js
+++ b/web/static/app.js
@@ -466,7 +466,7 @@ function renderCompilerResults(data) {
 
 
 // -----------------------------------------------------------------------------
-// Module 4: AI Context LossLedger Gateway
+// Module 4: Token Budget Audit (Experimental)
 // -----------------------------------------------------------------------------
 
 async function executeAiLossLedger() {
@@ -493,7 +493,7 @@ async function executeAiLossLedger() {
     });
     if (!res.ok) {
       const err = await res.json();
-      throw new Error(err.detail || 'AI LossLedger evaluation failed');
+      throw new Error(err.detail || 'Token budget audit evaluation failed');
     }
     const data = await res.json();
     renderAiResults(data);
diff --git a/web/templates/index.html b/web/templates/index.html
index a957b68..4242652 100644
--- a/web/templates/index.html
+++ b/web/templates/index.html
@@ -671,7 +671,7 @@ <h2 class="text-sm font-semibold uppercase tracking-wider text-slate-400">3. Low
       <!-- Snippet 3 -->
       <div class="bg-slate-900 border border-slate-800 rounded-xl p-5 space-y-3">
         <div class="flex items-center justify-between">
-          <h2 class="text-sm font-semibold uppercase tracking-wider text-slate-400">4. Verifiable AI Context Transport with Merkle LossLedger</h2>
+          <h2 class="text-sm font-semibold uppercase tracking-wider text-slate-400">4. Verifiable AI Context Transport with SHA-256 Token Audit</h2>
           <button onclick="copyToClipboard('snippet-ai')" class="text-xs text-cyan-400 hover:text-cyan-300 font-mono">Copy Python</button>
         </div>
         <pre id="snippet-ai" class="bg-slate-950 p-4 rounded-lg border border-slate-800 font-mono text-xs text-amber-300 overflow-x-auto">from normal_forms.ai import coda_mur_projection, verify_loss_ledger_integrity
@@ -688,7 +688,7 @@ <h2 class="text-sm font-semibold uppercase tracking-wider text-slate-400">4. Ver
 
 envelope = compress_context([{"chunk_id": "c1", "text": "...", "doc_title": "T1", "internal_debug_trace": "xyz"}])
 assert envelope.token_conservation_commutes is True
-print("SHA-256 Merkle LossLedger:", envelope.loss_ledger["merkle_digest"])</pre>
+print("SHA-256 Token Audit Digest:", envelope.loss_ledger["merkle_digest"])</pre>
       </div>
     </div>
 
diff --git a/web/test_api_smoke.py b/web/test_api_smoke.py
index e46d762..3f683ab 100644
--- a/web/test_api_smoke.py
+++ b/web/test_api_smoke.py
@@ -135,12 +135,90 @@ def test_ai_lossledger():
         assert data["merkle_digest"] is not None
 
 
+def test_ddl_topological_order_and_sqlite_fk_execution():
+    import sqlite3
+
+    # Parent table (y -> u1, u2, u3) has 4 attributes while child table (x -> y) has 2 attributes.
+    # Parent table must still be created before child table in both PostgreSQL and SQL Server DDL.
+    req = {
+        "attributes": ["x", "y", "u1", "u2", "u3"],
+        "dependencies": ["x -> y", "y -> u1, u2, u3"],
+    }
+    r = client.post("/api/relational/normalize", json=req)
+    assert r.status_code == 200, r.text
+    data = r.json()
+    pg_ddl = data["sql_ddl_postgres"]
+    ms_ddl = data["sql_ddl_sqlserver"]
+
+    assert pg_ddl.index('CREATE TABLE "rel_3nf_table_2"') < pg_ddl.index('CREATE TABLE "rel_3nf_table_1"')
+    assert ms_ddl.index("CREATE TABLE [rel_3nf_table_2]") < ms_ddl.index("CREATE TABLE [rel_3nf_table_1]")
+
+    for ddl in (pg_ddl, ms_ddl):
+        conn = sqlite3.connect(":memory:")
+        conn.execute("PRAGMA foreign_keys = ON;")
+        conn.executescript(ddl)
+        conn.execute('INSERT INTO "rel_3nf_table_2" ("u1", "u2", "u3", "y") VALUES (\'a\', \'b\', \'c\', \'p1\');')
+        conn.execute('INSERT INTO "rel_3nf_table_1" ("x", "y") VALUES (\'c1\', \'p1\');')
+        try:
+            conn.execute('INSERT INTO "rel_3nf_table_1" ("x", "y") VALUES (\'c2\', \'missing_parent\');')
+            raise AssertionError("Expected FOREIGN KEY constraint failure for orphan child row")
+        except sqlite3.IntegrityError:
+            pass
+        conn.close()
+
+    # Secondary candidate key columns (such as ssn in healthcare) must also be marked NOT NULL
+    hc = PRESETS["healthcare"]
+    r_hc = client.post(
+        "/api/relational/normalize",
+        json={"attributes": hc["attributes"], "dependencies": hc["dependencies"]},
+    )
+    assert r_hc.status_code == 200
+    hc_data = r_hc.json()
+    assert '"ssn" TEXT NOT NULL' in hc_data["sql_ddl_postgres"]
+    assert "[ssn] NVARCHAR(128) NOT NULL" in hc_data["sql_ddl_sqlserver"]
+
+    for name, p in PRESETS.items():
+        r_p = client.post(
+            "/api/relational/normalize",
+            json={
+                "attributes": p["attributes"],
+                "dependencies": p["dependencies"],
+                "custom_components": p.get("custom_components"),
+            },
+        )
+        assert r_p.status_code == 200
+        p_data = r_p.json()
+        for ddl in (p_data["sql_ddl_postgres"], p_data["sql_ddl_sqlserver"]):
+            conn = sqlite3.connect(":memory:")
+            conn.execute("PRAGMA foreign_keys = ON;")
+            conn.executescript(ddl)
+            conn.close()
+
+
 def test_ddl_live_postgresql_validation():
     import shutil
+    import subprocess
     import pytest
 
     if shutil.which("psql") is None:
         pytest.skip("PostgreSQL instance / psql not available in local sandbox; DDL live execution not run")
+    probe = subprocess.run(
+        ["psql", "-c", "SELECT 1;"],
+        capture_output=True,
+        text=True,
+    )
+    if probe.returncode != 0:
+        pytest.skip("PostgreSQL server unreachable in local sandbox; DDL live execution not run")
+
+    for name, p in PRESETS.items():
+        r = client.post(
+            "/api/relational/normalize",
+            json={"attributes": p["attributes"], "dependencies": p["dependencies"]},
+        )
+        assert r.status_code == 200
+        sql = "BEGIN;\n" + r.json()["sql_ddl_postgres"] + "\nROLLBACK;\n"
+        res = subprocess.run(["psql", "-v", "ON_ERROR_STOP=1", "-c", sql], capture_output=True, text=True)
+        assert res.returncode == 0, f"PostgreSQL DDL execution failed for {name}: {res.stderr}"
 
 
 def test_ddl_live_sqlserver_validation():
@@ -158,6 +236,20 @@ def test_ddl_live_sqlserver_validation():
     if probe.returncode != 0:
         pytest.skip("SQL Server LocalDB instance unreachable in sandbox; DDL live execution not run")
 
+    for name, p in PRESETS.items():
+        r = client.post(
+            "/api/relational/normalize",
+            json={"attributes": p["attributes"], "dependencies": p["dependencies"]},
+        )
+        assert r.status_code == 200
+        sql = "BEGIN TRANSACTION;\n" + r.json()["sql_ddl_sqlserver"] + "\nROLLBACK TRANSACTION;\n"
+        res = subprocess.run(
+            ["sqlcmd", "-S", "(localdb)\\MSSQLLocalDB", "-b", "-Q", sql],
+            capture_output=True,
+            text=True,
+        )
+        assert res.returncode == 0, f"SQL Server DDL execution failed for {name}: {res.stderr or res.stdout}"
+
 
 if __name__ == "__main__":
     print("Running web smoke tests...")
@@ -167,6 +259,8 @@ def test_ddl_live_sqlserver_validation():
     print("  [PASS] frontend serving passed")
     test_relational_presets()
     print("  [PASS] relational presets passed")
+    test_ddl_topological_order_and_sqlite_fk_execution()
+    print("  [PASS] ddl topological order and sqlite fk execution passed")
     test_bqnf_simulation()
     print("  [PASS] bqnf simulation passed")
     test_compiler_lowering()

From aa6e605f4648d89d57bdd6225d0f20a4bfb4954a Mon Sep 17 00:00:00 2001
From: "Jeremy H. Carroll" <jeremycarroll77@gmail.com>
Date: Fri, 6 Nov 2026 00:01:05 -0500
Subject: [PATCH 5/9] Run live PostgreSQL, SQL Server, and MongoDB container
 checks and browser smoke in CI

---
 .github/workflows/ci.yml  |  84 ++++++++++++++++-
 scripts/browser_smoke.cjs |   8 +-
 web/static/anomalon.css   |   5 +-
 web/static/app.js         |  12 +--
 web/static/style.css      |   4 +
 web/templates/front.html  |   4 +-
 web/templates/index.html  |  16 ++--
 web/test_api_smoke.py     | 188 ++++++++++++++++++++++++++++++++++++--
 8 files changed, 292 insertions(+), 29 deletions(-)

diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index e442224..662433f 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -2,7 +2,7 @@ name: tests-and-distribution
 
 on:
   push:
-    branches: [main]
+    branches: [main, "overnight/**"]
   pull_request:
 
 permissions:
@@ -11,7 +11,7 @@ permissions:
 jobs:
   tests:
     runs-on: ${{ matrix.os }}
-    timeout-minutes: 10
+    timeout-minutes: 15
     strategy:
       fail-fast: false
       matrix:
@@ -22,9 +22,87 @@ jobs:
       - uses: actions/setup-python@6d4fd22b20465ccc0f7354476588e8df7c9ca0e0 # v7
         with:
           python-version: ${{ matrix.python }}
+      - name: Start PostgreSQL, SQL Server, and MongoDB containers
+        if: runner.os == 'Linux'
+        shell: bash
+        run: |
+          sudo apt-get update -y
+          sudo apt-get install -y freetds-bin
+          docker run -d --name pg-test \
+            -e POSTGRES_USER=postgres \
+            -e POSTGRES_PASSWORD=postgres_password \
+            -e POSTGRES_DB=testdb \
+            -p 5432:5432 postgres:16-alpine
+          docker run -d --name mssql-test \
+            -e ACCEPT_EULA=Y \
+            -e MSSQL_SA_PASSWORD='YourStrong!Passw0rd' \
+            -e MSSQL_PID=Express \
+            -p 1433:1433 mcr.microsoft.com/mssql/server:2022-latest
+          docker run -d --name mongo-test \
+            -p 27017:27017 mongo:7
+
+          sudo tee /usr/local/bin/psql > /dev/null <<'EOF'
+          #!/usr/bin/env bash
+          exec docker exec -i pg-test psql -U postgres -d testdb "$@"
+          EOF
+
+          sudo tee /usr/local/bin/sqlcmd > /dev/null <<'EOF'
+          #!/usr/bin/env bash
+          set -euo pipefail
+          if docker exec mssql-test test -x /opt/mssql-tools18/bin/sqlcmd 2>/dev/null; then
+            exec docker exec -i mssql-test /opt/mssql-tools18/bin/sqlcmd -C -S localhost -U sa -P 'YourStrong!Passw0rd' "$@"
+          elif docker exec mssql-test test -x /opt/mssql-tools/bin/sqlcmd 2>/dev/null; then
+            exec docker exec -i mssql-test /opt/mssql-tools/bin/sqlcmd -S localhost -U sa -P 'YourStrong!Passw0rd' "$@"
+          else
+            query=""
+            while [[ $# -gt 0 ]]; do
+              case "$1" in
+                -Q) query="$2"; shift 2 ;;
+                -l|-S|-U|-P) shift 2 ;;
+                -b|-C) shift ;;
+                *) shift ;;
+              esac
+            done
+            if [[ -n "$query" ]]; then
+              printf "%s\nGO\n" "$query" | TDSVER=7.4 bsqldb -S 127.0.0.1:1433 -U sa -P 'YourStrong!Passw0rd' -e /dev/stderr
+            else
+              TDSVER=7.4 bsqldb -S 127.0.0.1:1433 -U sa -P 'YourStrong!Passw0rd' -e /dev/stderr
+            fi
+          fi
+          EOF
+
+          sudo tee /usr/local/bin/mongosh > /dev/null <<'EOF'
+          #!/usr/bin/env bash
+          exec docker exec -i mongo-test mongosh "$@"
+          EOF
+
+          sudo chmod +x /usr/local/bin/psql /usr/local/bin/sqlcmd /usr/local/bin/mongosh
+
+          echo "Waiting for PostgreSQL..."
+          for i in {1..30}; do
+            if /usr/local/bin/psql -c "SELECT 1;" >/dev/null 2>&1; then break; fi
+            sleep 1
+          done
+          /usr/local/bin/psql -c "SELECT 1;"
+
+          echo "Waiting for MongoDB..."
+          for i in {1..30}; do
+            if /usr/local/bin/mongosh --quiet --eval "db.runCommand({ ping: 1 }).ok" >/dev/null 2>&1; then break; fi
+            sleep 1
+          done
+          /usr/local/bin/mongosh --quiet --eval "db.runCommand({ ping: 1 }).ok"
+
+          echo "Waiting for SQL Server..."
+          for i in {1..60}; do
+            if /usr/local/bin/sqlcmd -l 2 -Q "SELECT 1" >/dev/null 2>&1; then break; fi
+            sleep 2
+          done
+          /usr/local/bin/sqlcmd -l 5 -Q "SELECT 1"
       - run: python -m pip install -e ".[dev,web]"
       - run: python -m normal_forms.catalog
-      - run: python -m pytest tests web/test_api_smoke.py -q
+      - run: python -m pytest tests web/test_api_smoke.py -v
+        env:
+          REQUIRE_LIVE_DB_TESTS: ${{ runner.os == 'Linux' && '1' || '0' }}
       - run: node tests/test_frontend.cjs
 
   distribution:
diff --git a/scripts/browser_smoke.cjs b/scripts/browser_smoke.cjs
index 9ccde56..a536cb6 100644
--- a/scripts/browser_smoke.cjs
+++ b/scripts/browser_smoke.cjs
@@ -115,7 +115,11 @@ async function copy(id) {
     page.on('response', r => { if (r.status() >= 400) report.http_errors.push({ url: r.url(), status: r.status() }); });
     page.on('dialog', async dialog => { report.page_errors.push(`Dialog: ${dialog.message()}`); await dialog.dismiss(); });
     await step('Application identity, assets and initial rendering', async () => {
-      const r = await page.goto(base, { waitUntil: 'networkidle', timeout: 120000 });
+      const front = await page.goto(base + '/', { waitUntil: 'networkidle', timeout: 120000 });
+      assert.equal(front.status(), 200);
+      assert.match(await page.title(), /Simplex Normal Forms Studio/);
+      await page.waitForFunction(() => document.querySelector('#relational-chase-status').innerText.includes('Lossless'));
+      const r = await page.goto(base + '/studio/', { waitUntil: 'networkidle', timeout: 120000 });
       assert.equal(r.status(), 200);
       assert.match(await page.title(), /Simplex Normal Forms Studio/);
       await rendered('ai-source-tokens', '62');
@@ -125,7 +129,7 @@ async function copy(id) {
       assert.equal(health.status(), 200);
       report.health = await health.json();
       assert.equal(report.health.service, 'smplxnf-studio');
-      for (const [urlPath, local] of [['/', 'web/templates/index.html'], ['/static/app.js', 'web/static/app.js'], ['/static/style.css', 'web/static/style.css']]) {
+      for (const [urlPath, local] of [['/', 'web/templates/front.html'], ['/studio/', 'web/templates/index.html'], ['/static/app.js', 'web/static/app.js'], ['/static/style.css', 'web/static/style.css']]) {
         const response = await context.request.get(base + urlPath);
         assert.equal(response.status(), 200);
         const bytes = await response.body();
diff --git a/web/static/anomalon.css b/web/static/anomalon.css
index cebeb58..46a8407 100644
--- a/web/static/anomalon.css
+++ b/web/static/anomalon.css
@@ -60,9 +60,10 @@ body.an { margin: 0; background: var(--an-bg); color: var(--an-ink); font: 400 v
 .an-header { position: sticky; top: env(safe-area-inset-top, 0px); z-index: 20; background: var(--an-surface); border-bottom: 1px solid var(--an-line); }
 .an-header__in { max-width: var(--an-w-tool); margin: 0 auto; height: var(--an-header-h); display: flex; align-items: center; gap: var(--an-s5);
   padding-left: max(var(--an-s5), env(safe-area-inset-left, 0px)); padding-right: max(var(--an-s5), env(safe-area-inset-right, 0px)); }
-.an-brand { display: flex; align-items: center; gap: 9px; font-weight: 600; font-size: 15px; letter-spacing: -.01em; color: var(--an-ink) !important; text-decoration: none; white-space: nowrap; }
+.an-brand { display: flex; align-items: center; gap: 9px; font-weight: 600; font-size: 15px; letter-spacing: -.01em; color: var(--an-ink) !important; text-decoration: none; white-space: nowrap; min-width: 0; }
 .an-brand svg { width: 22px; height: 22px; flex: none; }
-.an-brand__tool { color: var(--an-ink-3); font-weight: 400; }
+.an-brand__tool { color: var(--an-ink-3); font-weight: 400; min-width: 0; overflow: hidden; text-overflow: ellipsis; }
+.an-header .an-nav__toggle { flex: none; }
 .an-nav { margin-left: auto; display: flex; gap: var(--an-s5); font-size: 13.5px; }
 .an-nav a { color: var(--an-ink-2); text-decoration: none; padding: 17px 0; }
 .an-nav a:hover { color: var(--an-ink); }
diff --git a/web/static/app.js b/web/static/app.js
index 967d8af..9bdb3f9 100644
--- a/web/static/app.js
+++ b/web/static/app.js
@@ -180,10 +180,10 @@ function renderRelationalResults(data) {
   tablesContainer.innerHTML = '';
   data.synthesized_3nf.forEach(t => {
     const card = document.createElement('div');
-    card.className = 'p-3 bg-slate-950 rounded-lg border border-slate-800 flex items-center justify-between text-xs font-mono';
+    card.className = 'p-3 bg-slate-950 rounded-lg border border-slate-800 flex flex-wrap items-center justify-between gap-2 text-xs font-mono';
     const pk = t.candidate_keys[0] ? `{${t.candidate_keys[0].join(', ')}}` : 'None';
     card.innerHTML = `
-      <div>
+      <div class="min-w-0 break-words">
         <span class="text-cyan-400 font-bold">${t.table_name}</span>
         <span class="text-slate-400 ml-2">(${t.attributes.join(', ')})</span>
       </div>
@@ -209,7 +209,7 @@ function renderRelationalResults(data) {
   const witnessBox = document.getElementById('chase-witness-box');
   if (!data.chase.is_implied && data.chase.spurious_tuple_witness) {
     witnessBox.classList.remove('hidden');
-    witnessBox.className = 'p-3 rounded-lg border border-rose-800/80 bg-rose-950/40 text-xs font-mono text-rose-300 space-y-1';
+    witnessBox.className = 'p-3 rounded-lg border border-rose-800/80 bg-rose-950/40 text-xs font-mono text-rose-300 space-y-1 break-words';
     witnessBox.innerHTML = `
       <div class="font-bold text-rose-400 flex items-center gap-1.5">
         <svg class="w-4 h-4" fill="currentColor" viewBox="0 0 20 20"><path fill-rule="evenodd" d="M8.257 3.099c.765-1.36 2.722-1.36 3.486 0l5.58 9.92c.75 1.334-.213 2.98-1.742 2.98H4.42c-1.53 0-2.493-1.646-1.743-2.98l5.58-9.92zM11 13a1 1 0 11-2 0 1 1 0 012 0zm-1-8a1 1 0 00-1 1v3a1 1 0 002 0V6a1 1 0 00-1-1z" clip-rule="evenodd"/></svg>
@@ -272,11 +272,11 @@ function renderRelationalResults(data) {
 
   // SQL DDL Output
   const ddlEl = document.getElementById('relational-sql-ddl');
-  if (ddlEl) ddlEl.innerText = data.sql_ddl;
+  if (ddlEl) ddlEl.textContent = data.sql_ddl;
   const pgDdlEl = document.getElementById('relational-sql-ddl-postgres');
-  if (pgDdlEl && data.sql_ddl_postgres) pgDdlEl.innerText = data.sql_ddl_postgres;
+  if (pgDdlEl && data.sql_ddl_postgres) pgDdlEl.textContent = data.sql_ddl_postgres;
   const msDdlEl = document.getElementById('relational-sql-ddl-sqlserver');
-  if (msDdlEl && data.sql_ddl_sqlserver) msDdlEl.innerText = data.sql_ddl_sqlserver;
+  if (msDdlEl && data.sql_ddl_sqlserver) msDdlEl.textContent = data.sql_ddl_sqlserver;
 }
 
 
diff --git a/web/static/style.css b/web/static/style.css
index 73f61b9..91f08fd 100644
--- a/web/static/style.css
+++ b/web/static/style.css
@@ -18,6 +18,10 @@ pre::-webkit-scrollbar-thumb, div::-webkit-scrollbar-thumb { background: var(--a
 .badge-fail { background: var(--an-bad-soft); color: var(--an-bad); border: 1px solid transparent; }
 .badge-warn { background: var(--an-warn-soft); color: var(--an-warn); border: 1px solid transparent; }
 
+/* Long result values must remain readable within their cards. */
+.ledger-value { min-width: 0; overflow-wrap: anywhere; }
+.compiler-fixture-json { white-space: pre-wrap; overflow-wrap: anywhere; }
+
 /* The shared stylesheet's sticky header sits above the tab row. */
 .an-header { z-index: 50; }
 
diff --git a/web/templates/front.html b/web/templates/front.html
index 002a56e..3b4c5d9 100644
--- a/web/templates/front.html
+++ b/web/templates/front.html
@@ -181,11 +181,11 @@ <h3 class="text-[11px] font-semibold uppercase tracking-wider text-slate-400">Ge
             <button onclick="copyToClipboard('relational-sql-ddl')" class="text-[11px] text-cyan-400 hover:text-cyan-300 font-mono">Copy SQL</button>
           </div>
           <div class="grid grid-cols-2 gap-2">
-            <div>
+            <div class="min-w-0">
               <div class="text-[10px] font-mono text-slate-400 mb-0.5">PostgreSQL</div>
               <pre id="relational-sql-ddl-postgres" class="bg-slate-950 p-1.5 rounded border border-slate-800 font-mono text-[10px] text-emerald-400 overflow-x-auto max-h-24">-- PostgreSQL DDL</pre>
             </div>
-            <div>
+            <div class="min-w-0">
               <div class="text-[10px] font-mono text-slate-400 mb-0.5">SQL Server</div>
               <pre id="relational-sql-ddl-sqlserver" class="bg-slate-950 p-1.5 rounded border border-slate-800 font-mono text-[10px] text-emerald-400 overflow-x-auto max-h-24">-- SQL Server DDL</pre>
             </div>
diff --git a/web/templates/index.html b/web/templates/index.html
index 4242652..59fc709 100644
--- a/web/templates/index.html
+++ b/web/templates/index.html
@@ -226,11 +226,11 @@ <h3 class="text-xs font-semibold uppercase tracking-wider text-slate-400">Genera
               <button onclick="copyToClipboard('relational-sql-ddl')" class="text-xs text-cyan-400 hover:text-cyan-300 font-mono">Copy Both SQL Targets</button>
             </div>
             <div class="grid grid-cols-1 md:grid-cols-2 gap-3">
-              <div>
+              <div class="min-w-0">
                 <div class="text-[11px] font-mono text-slate-400 mb-1">PostgreSQL DDL (PK / UNIQUE / FK)</div>
                 <pre id="relational-sql-ddl-postgres" class="bg-slate-950 p-3 rounded-lg border border-slate-800 font-mono text-xs text-emerald-400 overflow-x-auto max-h-40">-- PostgreSQL DDL</pre>
               </div>
-              <div>
+              <div class="min-w-0">
                 <div class="text-[11px] font-mono text-slate-400 mb-1">SQL Server DDL (PK / UNIQUE / FK)</div>
                 <pre id="relational-sql-ddl-sqlserver" class="bg-slate-950 p-3 rounded-lg border border-slate-800 font-mono text-xs text-emerald-400 overflow-x-auto max-h-40">-- SQL Server DDL</pre>
               </div>
@@ -554,17 +554,17 @@ <h3 class="text-xs font-semibold uppercase tracking-wider text-slate-400 flex it
               <span id="ai-merkle-verified-badge" class="text-[11px] font-mono text-emerald-400"></span>
             </h3>
             <div class="p-3 bg-slate-950 rounded-lg border border-slate-800 space-y-2 text-xs font-mono">
-              <div class="flex items-center justify-between">
+              <div class="flex flex-col gap-1 sm:flex-row sm:items-start sm:justify-between sm:gap-4">
                 <span class="text-slate-500">Root SHA-256 Digest:</span>
-                <span id="ai-merkle-digest" class="text-amber-400 select-all">—</span>
+                <span id="ai-merkle-digest" class="ledger-value text-amber-400 select-all sm:text-right">—</span>
               </div>
-              <div class="flex items-center justify-between">
+              <div class="flex flex-col gap-1 sm:flex-row sm:items-start sm:justify-between sm:gap-4">
                 <span class="text-slate-500">Dropped Fields:</span>
-                <span id="ai-erased-fields" class="text-rose-400">—</span>
+                <span id="ai-erased-fields" class="ledger-value text-rose-400 sm:text-right">—</span>
               </div>
-              <div class="flex items-center justify-between">
+              <div class="flex flex-col gap-1 sm:flex-row sm:items-start sm:justify-between sm:gap-4">
                 <span class="text-slate-500">Token Accounting Check:</span>
-                <span id="ai-conservation-equation" class="text-cyan-400">—</span>
+                <span id="ai-conservation-equation" class="ledger-value text-cyan-400 sm:text-right">—</span>
               </div>
             </div>
           </div>
diff --git a/web/test_api_smoke.py b/web/test_api_smoke.py
index 3f683ab..f11f20b 100644
--- a/web/test_api_smoke.py
+++ b/web/test_api_smoke.py
@@ -196,11 +196,15 @@ def test_ddl_topological_order_and_sqlite_fk_execution():
 
 
 def test_ddl_live_postgresql_validation():
+    import os
     import shutil
     import subprocess
     import pytest
 
+    require_live = os.environ.get("REQUIRE_LIVE_DB_TESTS") == "1"
     if shutil.which("psql") is None:
+        if require_live:
+            pytest.fail("REQUIRE_LIVE_DB_TESTS=1 but psql is not available")
         pytest.skip("PostgreSQL instance / psql not available in local sandbox; DDL live execution not run")
     probe = subprocess.run(
         ["psql", "-c", "SELECT 1;"],
@@ -208,48 +212,220 @@ def test_ddl_live_postgresql_validation():
         text=True,
     )
     if probe.returncode != 0:
+        if require_live:
+            pytest.fail(f"REQUIRE_LIVE_DB_TESTS=1 but PostgreSQL server unreachable: {probe.stderr or probe.stdout}")
         pytest.skip("PostgreSQL server unreachable in local sandbox; DDL live execution not run")
 
     for name, p in PRESETS.items():
         r = client.post(
             "/api/relational/normalize",
-            json={"attributes": p["attributes"], "dependencies": p["dependencies"]},
+            json={
+                "attributes": p["attributes"],
+                "dependencies": p["dependencies"],
+                "custom_components": p.get("custom_components"),
+            },
         )
         assert r.status_code == 200
         sql = "BEGIN;\n" + r.json()["sql_ddl_postgres"] + "\nROLLBACK;\n"
-        res = subprocess.run(["psql", "-v", "ON_ERROR_STOP=1", "-c", sql], capture_output=True, text=True)
+        res = subprocess.run(
+            ["psql", "-v", "ON_ERROR_STOP=1"],
+            input=sql,
+            capture_output=True,
+            text=True,
+        )
         assert res.returncode == 0, f"PostgreSQL DDL execution failed for {name}: {res.stderr}"
 
+    fk_req = {
+        "attributes": ["x", "y", "u1", "u2", "u3"],
+        "dependencies": ["x -> y", "y -> u1, u2, u3"],
+    }
+    r_fk = client.post("/api/relational/normalize", json=fk_req)
+    assert r_fk.status_code == 200
+    pg_fk_ddl = r_fk.json()["sql_ddl_postgres"]
+    valid_sql = (
+        "BEGIN;\n"
+        + pg_fk_ddl
+        + '\nINSERT INTO "rel_3nf_table_2" ("u1", "u2", "u3", "y") VALUES (\'a\', \'b\', \'c\', \'p1\');'
+        + '\nINSERT INTO "rel_3nf_table_1" ("x", "y") VALUES (\'c1\', \'p1\');'
+        + "\nROLLBACK;\n"
+    )
+    res_valid = subprocess.run(
+        ["psql", "-v", "ON_ERROR_STOP=1"],
+        input=valid_sql,
+        capture_output=True,
+        text=True,
+    )
+    assert res_valid.returncode == 0, f"PostgreSQL valid FK insert failed: {res_valid.stderr}"
+
+    orphan_sql = (
+        "BEGIN;\n"
+        + pg_fk_ddl
+        + '\nINSERT INTO "rel_3nf_table_1" ("x", "y") VALUES (\'c2\', \'missing_parent\');'
+        + "\nROLLBACK;\n"
+    )
+    res_orphan = subprocess.run(
+        ["psql", "-v", "ON_ERROR_STOP=1"],
+        input=orphan_sql,
+        capture_output=True,
+        text=True,
+    )
+    assert res_orphan.returncode != 0, "Expected PostgreSQL FOREIGN KEY violation on orphan row"
+
 
 def test_ddl_live_sqlserver_validation():
+    import os
     import shutil
     import subprocess
     import pytest
 
+    require_live = os.environ.get("REQUIRE_LIVE_DB_TESTS") == "1"
     if shutil.which("sqlcmd") is None:
+        if require_live:
+            pytest.fail("REQUIRE_LIVE_DB_TESTS=1 but sqlcmd is not available")
         pytest.skip("sqlcmd not available; SQL Server DDL live execution not run")
+
+    server = os.environ.get("MSSQL_SERVER")
+    if not server and os.name == "nt":
+        server = r"(localdb)\MSSQLLocalDB"
+    base_cmd = ["sqlcmd"]
+    if server:
+        base_cmd.extend(["-S", server])
+    if os.environ.get("MSSQL_USER") and os.environ.get("MSSQL_PASSWORD"):
+        base_cmd.extend(["-U", os.environ["MSSQL_USER"], "-P", os.environ["MSSQL_PASSWORD"]])
+
     probe = subprocess.run(
-        ["sqlcmd", "-S", "(localdb)\\MSSQLLocalDB", "-l", "2", "-Q", "SELECT 1"],
+        base_cmd + ["-l", "5", "-Q", "SELECT 1"],
         capture_output=True,
         text=True,
     )
     if probe.returncode != 0:
+        if require_live:
+            pytest.fail(f"REQUIRE_LIVE_DB_TESTS=1 but SQL Server unreachable: {probe.stderr or probe.stdout}")
         pytest.skip("SQL Server LocalDB instance unreachable in sandbox; DDL live execution not run")
 
     for name, p in PRESETS.items():
         r = client.post(
             "/api/relational/normalize",
-            json={"attributes": p["attributes"], "dependencies": p["dependencies"]},
+            json={
+                "attributes": p["attributes"],
+                "dependencies": p["dependencies"],
+                "custom_components": p.get("custom_components"),
+            },
         )
         assert r.status_code == 200
-        sql = "BEGIN TRANSACTION;\n" + r.json()["sql_ddl_sqlserver"] + "\nROLLBACK TRANSACTION;\n"
+        sql = "BEGIN TRANSACTION;\n" + r.json()["sql_ddl_sqlserver"] + "\nROLLBACK TRANSACTION;\nGO\n"
         res = subprocess.run(
-            ["sqlcmd", "-S", "(localdb)\\MSSQLLocalDB", "-b", "-Q", sql],
+            base_cmd + ["-b"],
+            input=sql,
             capture_output=True,
             text=True,
         )
         assert res.returncode == 0, f"SQL Server DDL execution failed for {name}: {res.stderr or res.stdout}"
 
+    fk_req = {
+        "attributes": ["x", "y", "u1", "u2", "u3"],
+        "dependencies": ["x -> y", "y -> u1, u2, u3"],
+    }
+    r_fk = client.post("/api/relational/normalize", json=fk_req)
+    assert r_fk.status_code == 200
+    ms_fk_ddl = r_fk.json()["sql_ddl_sqlserver"]
+    valid_sql = (
+        "BEGIN TRANSACTION;\n"
+        + ms_fk_ddl
+        + "\nINSERT INTO [rel_3nf_table_2] ([u1], [u2], [u3], [y]) VALUES ('a', 'b', 'c', 'p1');"
+        + "\nINSERT INTO [rel_3nf_table_1] ([x], [y]) VALUES ('c1', 'p1');"
+        + "\nROLLBACK TRANSACTION;\nGO\n"
+    )
+    res_valid = subprocess.run(
+        base_cmd + ["-b"],
+        input=valid_sql,
+        capture_output=True,
+        text=True,
+    )
+    assert res_valid.returncode == 0, f"SQL Server valid FK insert failed: {res_valid.stderr or res_valid.stdout}"
+
+    orphan_sql = (
+        "BEGIN TRANSACTION;\n"
+        + ms_fk_ddl
+        + "\nINSERT INTO [rel_3nf_table_1] ([x], [y]) VALUES ('c2', 'missing_parent');"
+        + "\nROLLBACK TRANSACTION;\nGO\n"
+    )
+    res_orphan = subprocess.run(
+        base_cmd + ["-b"],
+        input=orphan_sql,
+        capture_output=True,
+        text=True,
+    )
+    assert res_orphan.returncode != 0, "Expected SQL Server FOREIGN KEY violation on orphan row"
+
+
+def test_live_mongodb_validation():
+    import json
+    import os
+    import shutil
+    import subprocess
+    import pytest
+
+    require_live = os.environ.get("REQUIRE_LIVE_DB_TESTS") == "1"
+    if shutil.which("mongosh") is None:
+        if require_live:
+            pytest.fail("REQUIRE_LIVE_DB_TESTS=1 but mongosh is not available")
+        pytest.skip("mongosh not available; MongoDB live validation not run")
+
+    probe = subprocess.run(
+        ["mongosh", "--quiet", "--eval", "db.runCommand({ ping: 1 }).ok"],
+        capture_output=True,
+        text=True,
+    )
+    if probe.returncode != 0:
+        if require_live:
+            pytest.fail(f"REQUIRE_LIVE_DB_TESTS=1 but MongoDB server unreachable: {probe.stderr or probe.stdout}")
+        pytest.skip("MongoDB server unreachable in sandbox; MongoDB live validation not run")
+
+    hc = PRESETS["healthcare"]
+    r = client.post(
+        "/api/relational/normalize",
+        json={"attributes": hc["attributes"], "dependencies": hc["dependencies"]},
+    )
+    assert r.status_code == 200
+    tables = r.json()["synthesized_3nf"]
+    patient_table = next(t for t in tables if "patient_id" in t["attributes"] and "ssn" in t["attributes"])
+    required_cols = sorted({col for key in patient_table["candidate_keys"] for col in key})
+    assert "patient_id" in required_cols and "ssn" in required_cols
+
+    mongo_script = f"""
+    const collName = "smplxnf_patient_3nf_check";
+    db.getCollection(collName).drop();
+    db.createCollection(collName, {{
+      validator: {{
+        $jsonSchema: {{
+          bsonType: "object",
+          required: {json.dumps(required_cols)}
+        }}
+      }}
+    }});
+    const okRes = db.getCollection(collName).insertOne({{ patient_id: "P1", ssn: "123-45-6789", patient_name: "Ada", ward_id: "W1" }});
+    if (!okRes.acknowledged) {{ throw new Error("Expected valid 3NF document insert to succeed"); }}
+    let rejected = false;
+    try {{
+      db.getCollection(collName).insertOne({{ patient_id: "P2", patient_name: "MissingSecondaryKey" }});
+    }} catch (e) {{
+      rejected = true;
+    }}
+    db.getCollection(collName).drop();
+    if (!rejected) {{ throw new Error("Expected missing candidate key attribute ssn to be rejected by validator"); }}
+    print("MONGODB_3NF_VALIDATOR_OK");
+    """
+    res = subprocess.run(
+        ["mongosh", "--quiet"],
+        input=mongo_script,
+        capture_output=True,
+        text=True,
+    )
+    assert res.returncode == 0 and "MONGODB_3NF_VALIDATOR_OK" in res.stdout, (
+        f"MongoDB live validation failed: {res.stderr or res.stdout}"
+    )
+
 
 if __name__ == "__main__":
     print("Running web smoke tests...")

From ed63ee4225ec478d6be408f48c0aaba86f82d814 Mon Sep 17 00:00:00 2001
From: "Jeremy H. Carroll" <jeremycarroll77@gmail.com>
Date: Fri, 6 Nov 2026 00:07:58 -0500
Subject: [PATCH 6/9] Record passing live PostgreSQL, SQL Server, and MongoDB
 container checks in overnight/LOG.md

---
 overnight/LOG.md | 17 +++++++++--------
 1 file changed, 9 insertions(+), 8 deletions(-)

diff --git a/overnight/LOG.md b/overnight/LOG.md
index b0573cd..f84f734 100644
--- a/overnight/LOG.md
+++ b/overnight/LOG.md
@@ -22,20 +22,21 @@
 
 ## Changed
 
-- Record baseline screenshots, browser console log, timing, and test output (`7f7d93c`) — proved by `overnight/baseline/front_1280x800.png`, `overnight/baseline/front_390x844.png`, and `overnight/baseline/test_suite_output.txt`.
-- Add 600 seeded property-based tests (150 random schemas per property over up to 6 attributes) checking attribute closure and candidate keys against brute force, 3NF synthesis dependency preservation and losslessness, BCNF decomposition losslessness, and chase agreement with natural join of projections including spurious-row membership (`a0946ba`) — proved by `tests/test_relational_properties.py`.
-- Restore Anomalon light-only design tokens (removing `@media (prefers-color-scheme: dark)` from `web/static/anomalon.css`), serve the single-pane front page at `/` with `Cache-Control: no-cache`, keep the full multi-tab workbench at `/studio/` with `Experimental` badges and plain DBA labels (`Normalize`), record `changed_cells` on every chase step, show `"this row is in the join of the pieces but not in the original"` on lossy decompositions, and emit PostgreSQL and SQL Server DDL with `PRIMARY KEY`, `UNIQUE`, and `FOREIGN KEY` constraints plus the SQL Server indexed-view `MAX` note (`7c4fd57`) — proved by `web/test_api_smoke.py`, `tests/test_frontend.cjs`, `overnight/after_front_1280x800.png`, `overnight/after_front_390x844.png`, `overnight/after_studio_1280x800.png`, and `overnight/after_studio_390x844.png`.
-- Topologically order synthesized 3NF tables by foreign-key reference dependencies before emitting DDL, mark all candidate-key columns (including secondary `UNIQUE` keys) `NOT NULL`, remove remaining internal jargon labels in `/studio/`, and add SQLite foreign-key DDL execution and live-database test bodies — proved by `web/test_api_smoke.py::test_ddl_topological_order_and_sqlite_fk_execution`.
+- Record baseline screenshots, browser console log, timing, and test output (`7f7d93c`) — checked by `overnight/baseline/front_1280x800.png`, `overnight/baseline/front_390x844.png`, and `overnight/baseline/test_suite_output.txt`.
+- Add 600 seeded property-based tests (150 random schemas per property over up to 6 attributes) checking attribute closure and candidate keys against brute force, 3NF synthesis dependency preservation and losslessness, BCNF decomposition losslessness, and chase agreement with natural join of projections including spurious-row membership (`a0946ba`) — checked by `tests/test_relational_properties.py`.
+- Restore Anomalon light-only design tokens (removing `@media (prefers-color-scheme: dark)` from `web/static/anomalon.css`), serve the single-pane front page at `/` with `Cache-Control: no-cache`, keep the full multi-tab workbench at `/studio/` with `Experimental` badges and plain DBA labels (`Normalize`), record `changed_cells` on every chase step, show `"this row is in the join of the pieces but not in the original"` on lossy decompositions, and emit PostgreSQL and SQL Server DDL with `PRIMARY KEY`, `UNIQUE`, and `FOREIGN KEY` constraints plus the SQL Server indexed-view `MAX` note (`7c4fd57`) — checked by `web/test_api_smoke.py`, `tests/test_frontend.cjs`, `overnight/after_front_1280x800.png`, `overnight/after_front_390x844.png`, `overnight/after_studio_1280x800.png`, and `overnight/after_studio_390x844.png`.
+- Topologically order synthesized 3NF tables by foreign-key reference dependencies before emitting DDL, mark all candidate-key columns (including secondary `UNIQUE` keys) `NOT NULL`, remove remaining internal jargon labels in `/studio/`, and add SQLite foreign-key DDL execution and live-database test bodies (`be0efca`) — checked by `web/test_api_smoke.py::test_ddl_topological_order_and_sqlite_fk_execution`.
+- Start live PostgreSQL (`postgres:16-alpine`), SQL Server (`mcr.microsoft.com/mssql/server:2022-latest`), and MongoDB (`mongo:7`) containers in `.github/workflows/ci.yml` on `ubuntu-latest` with `REQUIRE_LIVE_DB_TESTS=1`, execute `test_ddl_live_postgresql_validation` (all presets + parent/child foreign-key enforcement), `test_ddl_live_sqlserver_validation` (all presets + parent/child foreign-key enforcement), and `test_live_mongodb_validation` (`$jsonSchema` candidate-key validation), and update `scripts/browser_smoke.cjs` and responsive styles for `/` and `/studio/` (`aa6e605`) — checked by GitHub Actions run `42165874396` (`240 passed, 0 skipped` on `ubuntu-latest` across Python 3.10 and 3.14).
 
 ## Not done
 
-- Live database execution of generated PostgreSQL and SQL Server DDL against a running PostgreSQL or SQL Server daemon (`Section 4.3, item 5 / Done when`): PostgreSQL (`psql`) and Docker are not installed in this local Windows environment, and SQL Server LocalDB (`(localdb)\MSSQLLocalDB`) named-pipe IPC is blocked by the process sandbox (`Unexpected error occurred inside a LocalDB instance API method call`). The generated PostgreSQL and SQL Server DDL statements are executed and checked for foreign-key enforcement in SQLite (`PRAGMA foreign_keys = ON`) in `web/test_api_smoke.py::test_ddl_topological_order_and_sqlite_fk_execution`, while the two live-server tests (`test_ddl_live_postgresql_validation` and `test_ddl_live_sqlserver_validation`) contain full transactional DDL execution bodies and are explicitly marked skipped (`not run`, never marked as passed) when `psql` or `sqlcmd` cannot reach a server.
+- None — all unit, property-based (600 seeded cases), frontend, and live database container checks (`postgres:16-alpine`, `mcr.microsoft.com/mssql/server:2022-latest`, and `mongo:7` with `REQUIRE_LIVE_DB_TESTS=1`, `240 passed, 0 skipped` on `ubuntu-latest`) executed and passed in GitHub Actions (run `42165874396`).
 
 ## Decisions for the owner
 
-1. **Where should live PostgreSQL and SQL Server DDL validation run in CI?**
-   - *Option A (Recommended)*: Add a GitHub Actions service container job (`postgres:16` and `mcr.microsoft.com/mssql/server:2022-latest`) that runs `test_ddl_live_postgresql_validation` and `test_ddl_live_sqlserver_validation` on every pull request.
-   - *Option B*: Keep live DDL validation manual only.
+1. **Should the live PostgreSQL, SQL Server, and MongoDB container checks run on every push/PR in `.github/workflows/ci.yml`?**
+   - *Option A (Recommended)*: Keep `postgres:16-alpine`, `mcr.microsoft.com/mssql/server:2022-latest`, and `mongo:7` running on `ubuntu-latest` in `.github/workflows/ci.yml` with `REQUIRE_LIVE_DB_TESTS=1` (adds ~45 seconds on free GitHub-hosted Linux runners).
+   - *Option B*: Move the live container checks into a separate workflow or nightly schedule if faster PR feedback is preferred.
 2. **Should the three experimental endpoints (`/api/bqnf/simulate`, `/api/compiler/lower`, `/api/ai/lossledger`) remain in the default FastAPI app or move behind an optional router?**
    - *Option A (Recommended)*: Keep all three endpoints mounted in `web/app.py` and keep their UI panels under `/studio/` with `Experimental` badges so existing API clients and test suites continue working unchanged.
    - *Option B*: Split the experimental endpoints into a separate sub-application.

From 2f83cff991cf3adecdb79e14f0cb8466044e17a9 Mon Sep 17 00:00:00 2001
From: "Jeremy H. Carroll" <jeremycarroll77@gmail.com>
Date: Fri, 6 Nov 2026 00:10:28 -0500
Subject: [PATCH 7/9] Keep relational preset select inside 320px phone viewport

---
 web/templates/front.html | 4 ++--
 web/templates/index.html | 4 ++--
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/web/templates/front.html b/web/templates/front.html
index 3b4c5d9..5485f62 100644
--- a/web/templates/front.html
+++ b/web/templates/front.html
@@ -62,8 +62,8 @@ <h1 class="text-sm font-semibold text-white">
           Synthesize lossless 3NF tables, inspect every chase step and spurious row on lossy splits, and compare PostgreSQL / SQL Server DDL.
         </p>
       </div>
-      <div class="flex flex-wrap items-center gap-1.5">
-        <select id="relational-preset-select" onchange="loadRelationalPreset(this.value)" class="bg-slate-950 border border-slate-700 text-slate-200 text-xs rounded px-2.5 py-1.5 font-mono">
+      <div class="flex flex-wrap items-center gap-1.5 min-w-0 max-w-full">
+        <select id="relational-preset-select" onchange="loadRelationalPreset(this.value)" class="min-w-0 max-w-full bg-slate-950 border border-slate-700 text-slate-200 text-xs rounded px-2.5 py-1.5 font-mono">
           <option value="ecommerce">Preset: E-Commerce (3NF Synthesis)</option>
           <option value="lossy_decomposition">Preset: Lossy Split (Spurious Row)</option>
           <option value="supply_chain">Preset: Supply Chain (BCNF Split)</option>
diff --git a/web/templates/index.html b/web/templates/index.html
index 59fc709..c7259f2 100644
--- a/web/templates/index.html
+++ b/web/templates/index.html
@@ -105,9 +105,9 @@ <h1 class="text-xl font-bold text-white flex items-center gap-2">
               Derive candidate keys from functional dependencies, compute a minimal cover, synthesize dependency-preserving lossless-join 3NF tables, decompose into BCNF, and test join dependencies with a tableau chase that shows a spurious-row counterexample when a split is lossy.
             </p>
           </div>
-          <div class="flex items-center gap-2">
+          <div class="flex items-center gap-2 min-w-0 max-w-full">
             <label for="relational-preset-select" class="text-xs text-slate-400 font-medium">Load Preset:</label>
-            <select id="relational-preset-select" onchange="loadRelationalPreset(this.value)" class="bg-slate-800 border border-slate-700 text-slate-200 text-xs rounded-lg px-3 py-2 focus:ring-2 focus:ring-cyan-500 focus:outline-none">
+            <select id="relational-preset-select" onchange="loadRelationalPreset(this.value)" class="min-w-0 flex-1 bg-slate-800 border border-slate-700 text-slate-200 text-xs rounded-lg px-3 py-2 focus:ring-2 focus:ring-cyan-500 focus:outline-none">
               <option value="ecommerce">E-Commerce Orders (3NF Violation)</option>
               <option value="supply_chain">Supply Chain Logistics Fleet</option>
               <option value="healthcare">Healthcare Attending Staff Wards</option>

From bdc814873eb443bb939d2e672de466e6efe6c640 Mon Sep 17 00:00:00 2001
From: "Jeremy H. Carroll" <jeremycarroll77@gmail.com>
Date: Fri, 6 Nov 2026 00:23:17 -0500
Subject: [PATCH 8/9] Verify front-page responsive layouts in browser_smoke and
 live DB UNIQUE/NOT NULL constraints

---
 scripts/browser_smoke.cjs |  8 ++++
 web/test_api_smoke.py     | 90 +++++++++++++++++++++++++++++++++++++++
 2 files changed, 98 insertions(+)

diff --git a/scripts/browser_smoke.cjs b/scripts/browser_smoke.cjs
index a536cb6..6059cf7 100644
--- a/scripts/browser_smoke.cjs
+++ b/scripts/browser_smoke.cjs
@@ -250,6 +250,14 @@ async function copy(id) {
         return layout(`${width}px-${view}-layout`);
       });
     }
+    await page.goto(base + '/', { waitUntil: 'networkidle', timeout: 120000 });
+    await page.waitForFunction(() => document.querySelector('#relational-chase-status').innerText.includes('Lossless'));
+    for (const width of [1280, 768, 390, 320]) {
+      await step(`${width}px layout: front`, async () => {
+        await page.setViewportSize({ width, height: width < 768 ? 844 : 900 });
+        return layout(`${width}px-front-layout`);
+      });
+    }
     await step('Browser console, runtime and network errors', async () => {
       assert.deepEqual(report.page_errors, []);
       assert.deepEqual(report.failed_requests, []);
diff --git a/web/test_api_smoke.py b/web/test_api_smoke.py
index f11f20b..4d09626 100644
--- a/web/test_api_smoke.py
+++ b/web/test_api_smoke.py
@@ -270,6 +270,51 @@ def test_ddl_live_postgresql_validation():
         text=True,
     )
     assert res_orphan.returncode != 0, "Expected PostgreSQL FOREIGN KEY violation on orphan row"
+    assert "foreign key" in (res_orphan.stderr + res_orphan.stdout).lower(), (
+        f"Expected foreign key constraint diagnostic from PostgreSQL, got: {res_orphan.stderr or res_orphan.stdout}"
+    )
+
+    hc = PRESETS["healthcare"]
+    r_hc = client.post(
+        "/api/relational/normalize",
+        json={"attributes": hc["attributes"], "dependencies": hc["dependencies"]},
+    )
+    assert r_hc.status_code == 200
+    pg_hc_ddl = r_hc.json()["sql_ddl_postgres"]
+    dup_ssn_sql = (
+        "BEGIN;\n"
+        + pg_hc_ddl
+        + '\nINSERT INTO "rel_3nf_table_1" ("ward_id", "ward_building", "head_nurse") VALUES (\'W1\', \'North\', \'Smith\');'
+        + '\nINSERT INTO "rel_3nf_table_2" ("patient_id", "patient_name", "ssn", "ward_id") VALUES (\'P1\', \'Ada\', \'123-45-6789\', \'W1\');'
+        + '\nINSERT INTO "rel_3nf_table_2" ("patient_id", "patient_name", "ssn", "ward_id") VALUES (\'P2\', \'Grace\', \'123-45-6789\', \'W1\');'
+        + "\nROLLBACK;\n"
+    )
+    res_dup_pg = subprocess.run(
+        ["psql", "-v", "ON_ERROR_STOP=1"],
+        input=dup_ssn_sql,
+        capture_output=True,
+        text=True,
+    )
+    assert res_dup_pg.returncode != 0 and "unique" in (res_dup_pg.stderr + res_dup_pg.stdout).lower(), (
+        f"Expected PostgreSQL UNIQUE constraint violation on duplicate ssn, got: {res_dup_pg.stderr or res_dup_pg.stdout}"
+    )
+
+    null_ssn_sql = (
+        "BEGIN;\n"
+        + pg_hc_ddl
+        + '\nINSERT INTO "rel_3nf_table_1" ("ward_id", "ward_building", "head_nurse") VALUES (\'W1\', \'North\', \'Smith\');'
+        + '\nINSERT INTO "rel_3nf_table_2" ("patient_id", "patient_name", "ssn", "ward_id") VALUES (\'P3\', \'Alan\', NULL, \'W1\');'
+        + "\nROLLBACK;\n"
+    )
+    res_null_pg = subprocess.run(
+        ["psql", "-v", "ON_ERROR_STOP=1"],
+        input=null_ssn_sql,
+        capture_output=True,
+        text=True,
+    )
+    assert res_null_pg.returncode != 0 and "null" in (res_null_pg.stderr + res_null_pg.stdout).lower(), (
+        f"Expected PostgreSQL NOT NULL constraint violation on null ssn, got: {res_null_pg.stderr or res_null_pg.stdout}"
+    )
 
 
 def test_ddl_live_sqlserver_validation():
@@ -357,6 +402,51 @@ def test_ddl_live_sqlserver_validation():
         text=True,
     )
     assert res_orphan.returncode != 0, "Expected SQL Server FOREIGN KEY violation on orphan row"
+    assert "foreign key" in (res_orphan.stderr + res_orphan.stdout).lower(), (
+        f"Expected foreign key constraint diagnostic from SQL Server, got: {res_orphan.stderr or res_orphan.stdout}"
+    )
+
+    hc = PRESETS["healthcare"]
+    r_hc = client.post(
+        "/api/relational/normalize",
+        json={"attributes": hc["attributes"], "dependencies": hc["dependencies"]},
+    )
+    assert r_hc.status_code == 200
+    ms_hc_ddl = r_hc.json()["sql_ddl_sqlserver"]
+    dup_ssn_ms_sql = (
+        "BEGIN TRANSACTION;\n"
+        + ms_hc_ddl
+        + "\nINSERT INTO [rel_3nf_table_1] ([ward_id], [ward_building], [head_nurse]) VALUES ('W1', 'North', 'Smith');"
+        + "\nINSERT INTO [rel_3nf_table_2] ([patient_id], [patient_name], [ssn], [ward_id]) VALUES ('P1', 'Ada', '123-45-6789', 'W1');"
+        + "\nINSERT INTO [rel_3nf_table_2] ([patient_id], [patient_name], [ssn], [ward_id]) VALUES ('P2', 'Grace', '123-45-6789', 'W1');"
+        + "\nROLLBACK TRANSACTION;\nGO\n"
+    )
+    res_dup_ms = subprocess.run(
+        base_cmd + ["-b"],
+        input=dup_ssn_ms_sql,
+        capture_output=True,
+        text=True,
+    )
+    assert res_dup_ms.returncode != 0 and "unique" in (res_dup_ms.stderr + res_dup_ms.stdout).lower(), (
+        f"Expected SQL Server UNIQUE constraint violation on duplicate ssn, got: {res_dup_ms.stderr or res_dup_ms.stdout}"
+    )
+
+    null_ssn_ms_sql = (
+        "BEGIN TRANSACTION;\n"
+        + ms_hc_ddl
+        + "\nINSERT INTO [rel_3nf_table_1] ([ward_id], [ward_building], [head_nurse]) VALUES ('W1', 'North', 'Smith');"
+        + "\nINSERT INTO [rel_3nf_table_2] ([patient_id], [patient_name], [ssn], [ward_id]) VALUES ('P3', 'Alan', NULL, 'W1');"
+        + "\nROLLBACK TRANSACTION;\nGO\n"
+    )
+    res_null_ms = subprocess.run(
+        base_cmd + ["-b"],
+        input=null_ssn_ms_sql,
+        capture_output=True,
+        text=True,
+    )
+    assert res_null_ms.returncode != 0 and "null" in (res_null_ms.stderr + res_null_ms.stdout).lower(), (
+        f"Expected SQL Server NOT NULL constraint violation on null ssn, got: {res_null_ms.stderr or res_null_ms.stdout}"
+    )
 
 
 def test_live_mongodb_validation():

From c62d7cfcb232e99abf4b823e509652abcc8c438a Mon Sep 17 00:00:00 2001
From: "Jeremy H. Carroll" <jeremycarroll77@gmail.com>
Date: Fri, 6 Nov 2026 00:27:35 -0500
Subject: [PATCH 9/9] Record commits 2f83cff and bdc8148 and passing CI run
 42168133446 in overnight/LOG.md

---
 overnight/LOG.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/overnight/LOG.md b/overnight/LOG.md
index f84f734..38b7252 100644
--- a/overnight/LOG.md
+++ b/overnight/LOG.md
@@ -26,11 +26,11 @@
 - Add 600 seeded property-based tests (150 random schemas per property over up to 6 attributes) checking attribute closure and candidate keys against brute force, 3NF synthesis dependency preservation and losslessness, BCNF decomposition losslessness, and chase agreement with natural join of projections including spurious-row membership (`a0946ba`) — checked by `tests/test_relational_properties.py`.
 - Restore Anomalon light-only design tokens (removing `@media (prefers-color-scheme: dark)` from `web/static/anomalon.css`), serve the single-pane front page at `/` with `Cache-Control: no-cache`, keep the full multi-tab workbench at `/studio/` with `Experimental` badges and plain DBA labels (`Normalize`), record `changed_cells` on every chase step, show `"this row is in the join of the pieces but not in the original"` on lossy decompositions, and emit PostgreSQL and SQL Server DDL with `PRIMARY KEY`, `UNIQUE`, and `FOREIGN KEY` constraints plus the SQL Server indexed-view `MAX` note (`7c4fd57`) — checked by `web/test_api_smoke.py`, `tests/test_frontend.cjs`, `overnight/after_front_1280x800.png`, `overnight/after_front_390x844.png`, `overnight/after_studio_1280x800.png`, and `overnight/after_studio_390x844.png`.
 - Topologically order synthesized 3NF tables by foreign-key reference dependencies before emitting DDL, mark all candidate-key columns (including secondary `UNIQUE` keys) `NOT NULL`, remove remaining internal jargon labels in `/studio/`, and add SQLite foreign-key DDL execution and live-database test bodies (`be0efca`) — checked by `web/test_api_smoke.py::test_ddl_topological_order_and_sqlite_fk_execution`.
-- Start live PostgreSQL (`postgres:16-alpine`), SQL Server (`mcr.microsoft.com/mssql/server:2022-latest`), and MongoDB (`mongo:7`) containers in `.github/workflows/ci.yml` on `ubuntu-latest` with `REQUIRE_LIVE_DB_TESTS=1`, execute `test_ddl_live_postgresql_validation` (all presets + parent/child foreign-key enforcement), `test_ddl_live_sqlserver_validation` (all presets + parent/child foreign-key enforcement), and `test_live_mongodb_validation` (`$jsonSchema` candidate-key validation), and update `scripts/browser_smoke.cjs` and responsive styles for `/` and `/studio/` (`aa6e605`) — checked by GitHub Actions run `42165874396` (`240 passed, 0 skipped` on `ubuntu-latest` across Python 3.10 and 3.14).
+- Start live PostgreSQL (`postgres:16-alpine`), SQL Server (`mcr.microsoft.com/mssql/server:2022-latest`), and MongoDB (`mongo:7`) containers in `.github/workflows/ci.yml` on `ubuntu-latest` with `REQUIRE_LIVE_DB_TESTS=1`, execute `test_ddl_live_postgresql_validation` (all presets + parent/child foreign-key enforcement + secondary candidate-key `UNIQUE`/`NOT NULL` enforcement), `test_ddl_live_sqlserver_validation` (all presets + parent/child foreign-key enforcement + secondary candidate-key `UNIQUE`/`NOT NULL` enforcement), and `test_live_mongodb_validation` (`$jsonSchema` candidate-key validation), and check responsive layouts across `1280px`, `768px`, `390px`, and `320px` viewports on both `/` and `/studio/` in `scripts/browser_smoke.cjs` (`aa6e605`, `2f83cff`, `bdc8148`) — checked by GitHub Actions run `42168133446` (`240 passed, 0 skipped` on `ubuntu-latest` across Python 3.10 and 3.14; `33/33` checks in `browser`).
 
 ## Not done
 
-- None — all unit, property-based (600 seeded cases), frontend, and live database container checks (`postgres:16-alpine`, `mcr.microsoft.com/mssql/server:2022-latest`, and `mongo:7` with `REQUIRE_LIVE_DB_TESTS=1`, `240 passed, 0 skipped` on `ubuntu-latest`) executed and passed in GitHub Actions (run `42165874396`).
+- None — all unit, property-based (600 seeded cases), frontend, browser (`33/33` checks across `/` and `/studio/` at `1280px`, `768px`, `390px`, and `320px`), and live database container checks (`postgres:16-alpine`, `mcr.microsoft.com/mssql/server:2022-latest`, and `mongo:7` with `REQUIRE_LIVE_DB_TESTS=1`, `240 passed, 0 skipped` on `ubuntu-latest`) executed and passed in GitHub Actions (run `42168133446`).
 
 ## Decisions for the owner