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Module Map

This map is a practical orientation aid. It does not delete or demote legacy modules.

Integrity Spine

  • certificates.py: terminal forms and certificate records
  • invariants.py: trust-boundary invariant reports
  • evidence_manifest.py: replayable evidence manifest records
  • evidence_replay.py: replay and artifact hash checks
  • lawbook.py: Lawbook entries, review, and audit helpers
  • lawbook_acceptance.py: acceptance contract around manifests and invariants
  • lawbook_store.py: SQLite-backed stores and benchmark persistence surfaces
  • lawbook_schema.py: canonical Lawbook façade dataclasses and enums
  • lawbook_boundary.py: terminal admission boundary façade
  • lawbook_ingest.py: boundary-gated ingest helpers
  • lawbook_query.py: small query façade
  • lawbook_export.py: manifest, JSONL, and summary exports
  • lawbook_reuse.py: reuse and action-change metrics

Verification Boundaries

  • verifier_execution.py: local verifier execution contract
  • verification_loop.py: stable façade over closed, finite, and compounding loops
  • proof_system_integration.py: proof-system artifacts and boundary contracts
  • proof_verification.py: proof verification records and traces
  • finite_magma_world.py: deterministic finite magma checker
  • finite_magma.py: repo-native finite magma representation and checked FALSE certificates
  • external_certificates.py: external verifier certificate envelope
  • promotion_gate.py: boundary gate for terminal candidates

Claim And Semantic Boundaries

  • kernel.py: compact claim acceptance kernel
  • verification.py: certificate verification helpers
  • domain_claims.py: domain claim IR and adapters
  • semantic_validation.py: informal/formal validation boundary
  • semantic_intake.py: advisory natural-language intake

Routing And Memory

  • reason_atlas.py: routing memory and verifier-backed outcome metrics
  • reason_atlas_store.py: persistent advisory Reason Atlas entries
  • reason_atlas_feedback_loop.py: advisory feedback orchestration
  • reason_atlas_htilt.py: H-Tilt scoring over Reason Atlas entries
  • route_learner.py: route learning
  • route_priors.py: smoothed route priors
  • route_telemetry.py: route telemetry
  • spectral_htilt.py: spectral H-Tilt estimates
  • viability_operators.py: candidate V operators

SAIR And Finite Countermodel Workflows

  • sair_task_loader.py: SAIR equation/matrix loading
  • sair_constructor_bank.py: finite magma constructor bank
  • magma_constructors.py: deterministic finite magma constructor families
  • sat_cache.py: constructor/equation satisfaction cache and route evaluation
  • policy_engine.py: advisory constructor-route policies
  • proof_congruence.py: bounded proof-producing congruence traces for TRUE candidates
  • true_proof_templates.py: TRUE proof-template family inventory
  • lean_artifacts.py: Lean skeleton artifacts and verification status records
  • etp_terms.py: ETP/SAIR binary magma term parsing and equation features
  • quotient_state.py: bounded symbolic quotient/congruence state
  • polarized_quotient_ir.py: quotient-continuation pair features
  • constructor_families.py: advisory constructor family metadata
  • obstruction_atlas.py: advisory obstruction and residual queue records
  • sair_breakthrough_runner.py: SAIR breakthrough loop runner
  • sair_motif_hygiene.py: clean motif hygiene
  • sair_clean_motif_mining.py: clean motif mining
  • sair_scheduler_evaluation.py: held-out scheduler evaluation
  • sair_real_compounding_benchmark.py: real/fallback compounding benchmark

Compounding And Artifact Packs

  • compounding_lawbook_engine.py: fallback compounding engine
  • compounding_engine.py: canonical baseline versus memory compounding loop
  • autonomous_compounding_engine.py: autonomous finite-core façade plus native v2 finite recovery/residual repair loop
  • autonomous_finite_recovery.py: constructor bank, SAT-cache recovery, greedy route, and residual repair adapter
  • exact_constructor_attribution.py: first-hit constructor attribution for advisory route learning
  • microbasin_distillation.py: exact/proxy micro-basin recipe distillation from held-out recovery artifacts
  • persistent_exact_microbasin_lawbook.py: prior-only persistent exact micro-basin replay and proxy compounding metrics
  • active_residual_discovery.py: residual micro-basin grouping, constructor-family proposal, and advisory proposal evaluation
  • proposal_constructor_synthesis.py: concrete finite magma synthesis and finite-checked proposal recovery
  • residual_conditioned_synthesis.py: target-witness forcing, partial table completion, and finite-checked residual-pair constructor recovery
  • source_law_repair.py: bounded source-law repair of target-violating finite tables before final finite checking
  • repaired_countermodel_certificates.py: repaired finite countermodel certificate assimilation and Lawbook artifact export
  • end_to_end_breakthrough_validation.py: canonical breakthrough evidence pack orchestration and safety classification
  • sair_stage2_end_to_end.py: official SAIR Stage 2 evidence pack orchestration, scorecard, reports, and trust-boundary audit
  • sair_stage2_scorecard_diagnostics.py: official evidence-pack scorecard decomposition and trust-boundary diagnostics
  • sair_stage2_policy_selector.py: conservative held-out policy selection for SAIR Stage 2 components
  • sair_stage2_breakthrough_search.py: breakthrough-search orchestration around diagnostics, policy selection, and final evidence pack export
  • scripts/run_mathgraph_compounding_engine.py: multi-episode ETP constructor/residual/Lawbook runner
  • scripts/run_autonomous_compounding_engine.py: autonomous façade/native v2 CLI
  • scripts/run_persistent_exact_microbasin_lawbook_benchmark.py: persistent exact micro-basin Lawbook benchmark
  • scripts/run_active_residual_discovery_benchmark.py: active residual constructor discovery benchmark
  • scripts/run_proposal_constructor_synthesis.py: standalone proposal-specific finite constructor synthesis runner
  • scripts/run_residual_conditioned_synthesis.py: standalone residual-conditioned constructor synthesis runner
  • scripts/run_source_law_repair.py: standalone source-law repair runner
  • scripts/run_repaired_countermodel_certificate_assimilation.py: standalone repaired countermodel certificate assimilation runner
  • scripts/run_end_to_end_breakthrough_validation.py: canonical end-to-end breakthrough validation pack runner
  • scripts/run_sair_stage2_end_to_end.py: official SAIR Stage 2 evidence pack runner
  • scripts/run_sair_stage2_breakthrough_search.py: official SAIR Stage 2 policy-search runner
  • scripts/replay_official_sair_stage2_breakthrough.py: thin replay wrapper for the 2026-05-26 official breakthrough evidence path
  • scripts/run_true_side_inventory.py: bounded TRUE-side proof-template inventory runner
  • recursive_residual_compounding.py: residual-mined constructor memory and compact atlas benchmark
  • scripts/run_polarized_quotient_ir_demo.py: lightweight PQ-IR feature demo
  • multi_episode_compounding.py: multi-episode compounding evaluation
  • real_sair_artifact_pack.py: real/fallback artifact pack runner
  • lawbook_admission.py: production admission levels
  • lawbook_promotion.py: run artifact promotion reports

Canonical Examples And Checks

  • scripts/run_canonical_finite_countermodel_demo.py
  • scripts/replay_evidence_manifest.py
  • scripts/run_reason_atlas_demo.py
  • scripts/run_trust_boundary_check.py
  • scripts/run_release_check.py
  • scripts/run_repo_architecture_audit.py
  • scripts/run_recursive_residual_compounding.py
  • scripts/run_mathgraph_compounding_engine.py
  • scripts/run_autonomous_compounding_engine.py
  • scripts/run_persistent_exact_microbasin_lawbook_benchmark.py

Canonical Evidence Docs

  • SAIR_STAGE2_EVIDENCE.md
  • WEBSITE_COPY.md
  • docs/evidence/official_sair_stage2_breakthrough_20260526.md
  • examples/evidence_packs/sair_stage2_breakthrough_20260526/README.md
  • docs/public/collaborator_issue_draft.md
  • docs/public/investor_one_pager.md
  • scripts/replay_official_sair_stage2_breakthrough.py

Legacy Surface

The repository includes many experiment and smoke-run modules. Keep them unless a focused cleanup PR proves they are obsolete and preserves tests. The canonical spine above is the preferred path for new integrations.