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Shay 1574a4b030 feat(identity-packs): ADR-0028 — pack-driven hedge & claim-strength shaping 
Closes the 'identity is load-bearing but not visibly differentiated'
gap noted at the end of ADR-0027.  Pack swap now produces visibly
different surfaces on identical trajectories at the same alignment.

Schema bump — packs gain an optional 'surface_preferences' block:

  hedge_threshold_strong, hedge_threshold_soft  → band entries
  preferred_hedge_strong, preferred_hedge_soft  → phrases per band
  claim_strength                                → balanced|qualified|affirmative
  qualified_band_high, preferred_qualifier      → marginal-band shaping

Loader enforces threshold ordering (strong <= soft <= qual_high),
phrase length bounds, and the enum-of-three for claim_strength.
Missing block resolves to defaults that reproduce pre-ADR behavior
byte-for-byte; existing tests pass unchanged.

Algorithm (deterministic, surface-only, no sampling/repair/normalize):

  alignment < strong              → preferred_hedge_strong + lower-cased surface
  alignment < soft                → preferred_hedge_soft + lower-cased surface
  soft <= alignment < qual_high
    and claim_strength=qualified  → preferred_qualifier + lower-cased surface
  otherwise                       → bare surface

Three v1 pack profiles:

  default_general_v1   balanced; 0.40 / 0.50 / 0.75 ; 'It seems that' / 'Perhaps'
  precision_first_v1   qualified; 0.55 / 0.70 / 0.85 ; 'Arguably,' / 'In some cases,' / 'Under certain conditions,'
  generosity_first_v1  affirmative; 0.20 / 0.30 / 0.50 ; default hedge phrases

Re-ratified.  New MasteryReport SHAs (superseding Phase-5):

  default_general_v1   → ddc1ba127231272660e6a435e177227558461b0278572a95635b416c3e1dec5a
  precision_first_v1   → cb5fb2323214a26afda33f2a67e22f38fe49f4763829d48ef67fd41241aba33c
  generosity_first_v1  → 94f2f49e1b16c7498fb52b8f9864eecc198618933dc8381a01b809c146826db7

Files touched:

* core/physics/identity.py — new SurfacePreferences dataclass;
  IdentityManifold gains 'surface_preferences' field with defaults.
* packs/identity/loader.py — _build_surface_preferences() parses,
  bounds-checks (threshold ordering, claim_strength enum, phrase
  length, threshold ranges); SurfacePreferences round-trips.
* generate/surface.py — SurfaceContext gains 7 new fields with defaults
  matching the pre-ADR module-level HEDGE_STRONG_THRESHOLD /
  HEDGE_SOFT_THRESHOLD; _apply_hedge takes the full context and
  implements the four-band algorithm; module-level constants retained
  for back-compat.
* chat/runtime.py — _build_surface_context lifts manifold.surface_preferences
  into SurfaceContext.
* packs/identity/*.json — three v1 packs gain surface_preferences blocks
  tuned to their roles; re-ratified via scripts/ratify_identity_packs.py
  (idempotent).
* tests/test_identity_surface_divergence.py — 15 tests covering hedge
  bands, claim_strength bands, pack-swap divergence proof, and runtime
  context wiring.

Suite status: cognition 121, teaching 17, runtime 19, formation 182,
smoke 67 — all green.  test_identity_packs.py 23/23, new
test_identity_surface_divergence.py 15/15.

Docs: ADR-0028 (Accepted) records the decision and verification; ADR-0027
status updated to point to ADR-0028 for deep realizer wiring; README
§Identity Packs notes the visible divergence; docs/identity_packs.md
gains a §Surface preferences section and closes the known-limit #1
about invisible surface differentiation.
2026-05-17 19:42:54 -07:00
..
formation feat(formation/templates): four new course templates + shared helpers 2026-05-17 18:59:15 -07:00
__init__.py
test_achat.py test(chat): achat() and arespond() smoke tests — surface, fields, OOV grace, structural determinism 2026-05-14 14:31:49 -07:00
test_admissibility_trace.py feat(adr-0023): Forward Semantic Control proof evidence — Accepted 2026-05-17 12:55:19 -07:00
test_alignment_graph.py Fix test suite errors across core physics and generation 2026-05-14 13:02:32 -07:00
test_architectural_invariants.py feat(epistemic): Leak C read-side audit — INV-24 callsite registry, Leak C fully closed 2026-05-17 09:48:39 -07:00
test_articulation.py fix(tests): align suite with persona-neutral strict-closure contract 2026-05-16 05:37:12 -07:00
test_articulation_realizer_v2.py Add articulation realizer v2 2026-05-14 20:14:50 -07:00
test_benchmarks_profiler.py feat(benchmarks): discourse_paragraph lane + pipeline profiler + word-selection tracer 2026-05-16 21:53:46 -07:00
test_cga_inner_rust_parity.py feat(adr-0020): parity gates for cga_inner, geometric_product, versor_condition, versor_apply 2026-05-16 20:37:58 -07:00
test_chat_runtime.py Bridge chat OOV grounding 2026-05-13 20:47:28 -07:00
test_cli.py fix(tests): align suite with persona-neutral strict-closure contract 2026-05-16 05:37:12 -07:00
test_cli_demo.py docs(cli): self-explanatory demos — preambles + per-directory READMEs 2026-05-17 16:39:50 -07:00
test_cli_pack_validate_security.py Harden pack validator trust boundary 2026-05-15 11:50:15 -07:00
test_cli_test_suites.py Speed up validation lanes and pack loading 2026-05-15 08:26:11 -07:00
test_cognitive_eval_harness.py Add cognitive eval harness and calibration replay (#30) 2026-05-15 07:41:36 -07:00
test_cognitive_turn_pipeline.py Wire intent graph into cognitive pipeline 2026-05-14 20:05:00 -07:00
test_compiler.py feat(core_ingest): IngestPipeline, manifold integration, full test suite 2026-05-13 12:07:12 -07:00
test_compose_relations.py feat(compositionality): compose_relations operator lifts lane 68.8% → 100% 2026-05-16 22:44:06 -07:00
test_core_ingest.py
test_core_semantic_seed_pack.py feat(packs): en_core_cognition_v1 v1.2.0 - rhetoric/metaphor/narrative 2026-05-16 15:15:14 -07:00
test_determinism_proofs.py Restore FieldState slots in determinism proof 2026-05-13 14:26:24 -07:00
test_deterministic_hash.py feat: manifold field topology, graph diffusion operator, vertical pulse 2026-05-15 16:02:48 -07:00
test_dialogue.py fix(tests): align suite with persona-neutral strict-closure contract 2026-05-16 05:37:12 -07:00
test_dialogue_fluency_regression.py fix: harden session field invariants and eliminate hot-path inefficiencies 2026-05-15 21:37:49 -07:00
test_energy.py Tighten hot-path backend consistency 2026-05-15 08:14:38 -07:00
test_engine_loop_proof.py Tighten session node tracking and generation selection 2026-05-13 14:35:31 -07:00
test_epistemic_invariants.py feat(adr-0021): epistemic_status surface wired across teaching + trace 2026-05-16 20:20:35 -07:00
test_explain.py feat(phase3): core/cognition/explain.py — close Gap 3 introspection 2026-05-16 15:09:48 -07:00
test_forward_semantic_control.py feat(adr-0022): Forward Semantic Control — Accepted 2026-05-17 12:10:20 -07:00
test_generate_stream.py fix(tests): align suite with persona-neutral strict-closure contract 2026-05-16 05:37:12 -07:00
test_geometric_product_rust_parity.py feat(adr-0020): parity gates for cga_inner, geometric_product, versor_condition, versor_apply 2026-05-16 20:37:58 -07:00
test_graph_diffusion.py feat: manifold field topology, graph diffusion operator, vertical pulse 2026-05-15 16:02:48 -07:00
test_holonomy.py Align holonomy tests with indefinite metric 2026-05-13 12:59:32 -07:00
test_holonomy_resonance.py Implement trilingual field coherence 2026-05-13 19:53:37 -07:00
test_identity_gate.py fix(identity): close v3 paraphrase gap with two-layer override defense 2026-05-16 14:05:55 -07:00
test_identity_packs.py feat(identity-packs): ADR-0027 Phase 5 — ratify all three v1 packs 2026-05-17 19:31:55 -07:00
test_identity_surface_divergence.py feat(identity-packs): ADR-0028 — pack-driven hedge & claim-strength shaping 2026-05-17 19:42:54 -07:00
test_inference_operators.py feat(phase3): multi_relation_walk closes Phase 3 v1 to 10/10 splits 2026-05-16 15:24:44 -07:00
test_inner_loop_admissibility.py feat(adr-0024): Phases 2-5 — corpus eval, v2 adversarial, threshold characterization, ADR-0025 design note 2026-05-17 14:07:50 -07:00
test_inner_loop_phase2.py feat(adr-0024): Phases 2-5 — corpus eval, v2 adversarial, threshold characterization, ADR-0025 design note 2026-05-17 14:07:50 -07:00
test_inner_loop_phase3.py feat(adr-0024): Phases 2-5 — corpus eval, v2 adversarial, threshold characterization, ADR-0025 design note 2026-05-17 14:07:50 -07:00
test_inner_loop_phase4.py feat(adr-0024): Phase 1 addendum — retire v1/dev fixture rot 2026-05-17 14:43:34 -07:00
test_intent_proposition_graph.py feat: add intent-proposition graph comprehension layer 2026-05-14 19:52:57 -07:00
test_intent_ratifier.py feat(adr-0022): Forward Semantic Control — Accepted 2026-05-17 12:10:20 -07:00
test_language_pack_cache.py feat(adr-0024): Phase 1 — wire inner-loop admissibility + determinism proof 2026-05-17 13:38:55 -07:00
test_language_pack_runtime.py Implement trilingual field coherence 2026-05-13 19:53:37 -07:00
test_manifold.py feat(core_ingest): IngestPipeline, manifold integration, full test suite 2026-05-13 12:07:12 -07:00
test_manifold_state.py feat: manifold field topology, graph diffusion operator, vertical pulse 2026-05-15 16:02:48 -07:00
test_margin_admissibility.py feat(adr-0026): Phase 3 — ranked admissibility with margin 2026-05-17 15:03:03 -07:00
test_morphology_irregular.py fix(gaps): close G1+G2+G3 + identity vocab + pipeline safety-stub honour 2026-05-16 21:21:06 -07:00
test_morphology_registry.py Implement trilingual field coherence 2026-05-13 19:53:37 -07:00
test_motor.py Fix full test suite after cognitive runtime 2026-05-13 13:52:11 -07:00
test_null_cone.py
test_oov_grounding_cache.py Cache OOV morphology grounding structures 2026-05-15 11:53:46 -07:00
test_operator_calibration_replay.py Add cognitive eval harness and calibration replay (#30) 2026-05-15 07:41:36 -07:00
test_phase5_corpus.py feat(adr-0024): Phase 5 — stratified mechanism-isolation across 5 failure-mode families 2026-05-17 15:51:59 -07:00
test_phase6_demo.py feat(adr-0024): Phase 6 — comparative demo, three head-to-head conditions 2026-05-17 16:02:37 -07:00
test_pipeline.py feat(core_ingest): IngestPipeline, manifold integration, full test suite 2026-05-13 12:07:12 -07:00
test_pipeline_teaching_integration.py feat: wire teaching loop into cognitive pipeline 2026-05-14 20:46:50 -07:00
test_probe_repl.py Implement trilingual field coherence 2026-05-13 19:53:37 -07:00
test_proof_properties.py feat: Full Proof — surface realizer join, Rust diffusion parity, benchmark harness 2026-05-15 17:39:14 -07:00
test_proposition.py Add proposition generation 2026-05-13 20:08:49 -07:00
test_provenance.py feat(evals): provenance lane v1 — replay determinism + source back-pointers 2026-05-16 11:45:00 -07:00
test_pulse_integration.py feat: Full Proof — surface realizer join, Rust diffusion parity, benchmark harness 2026-05-15 17:39:14 -07:00
test_realizer_quantifier_agreement.py fix(gaps): close G1+G2+G3 + identity vocab + pipeline safety-stub honour 2026-05-16 21:21:06 -07:00
test_refusal_contract.py feat(adr-0024): Phase 2 — honest refusal with typed evidence 2026-05-17 14:49:08 -07:00
test_replay_vs_llm_benchmark.py feat(compositionality): compose_relations operator lifts lane 68.8% → 100% 2026-05-16 22:44:06 -07:00
test_reviewed_teaching_loop.py feat: add reviewed teaching loop for controlled correction learning 2026-05-14 20:32:28 -07:00
test_rotor_admissibility.py feat(adr-0025): Phase 4 — rotor / frame admissibility at the seam 2026-05-17 15:16:32 -07:00
test_rotor_power.py fix(drift): proper rotor-manifold scaling; restore respond contract 2026-05-16 11:44:45 -07:00
test_runtime_config.py fix(tests): align suite with persona-neutral strict-closure contract 2026-05-16 05:37:12 -07:00
test_rust_backend.py feat(algebra): null-preserving versor_apply path + un-skip 2 invariant tests 2026-05-16 21:40:37 -07:00
test_salience.py fix(tests): align suite with persona-neutral strict-closure contract 2026-05-16 05:37:12 -07:00
test_segmenter.py feat(core_ingest): IngestPipeline, manifold integration, full test suite 2026-05-13 12:07:12 -07:00
test_semantic_realizer_integration.py feat(adr-0023): Forward Semantic Control proof evidence — Accepted 2026-05-17 12:55:19 -07:00
test_sensorium_mount.py
test_session_coherence.py fix(session): CGA-only hemisphere consistency, remove forbidden Euclidean metric 2026-05-15 21:51:16 -07:00
test_surface.py test(surface): full unit test suite for SentenceAssembler — roles, guard, elaboration, languages, determinism 2026-05-14 14:29:46 -07:00
test_transition_rotor.py fix(algebra): enforce transition rotor invariants 2026-05-15 21:13:14 -07:00
test_unknown_token_ingest.py Ground unknown tokens in ingest 2026-05-13 20:33:20 -07:00
test_vault_config.py fix(tests): align suite with persona-neutral strict-closure contract 2026-05-16 05:37:12 -07:00
test_vault_recall.py Activate and verify Rust backend 2026-05-13 22:23:48 -07:00
test_vault_recall_rust_parity.py feat(rust-parity): vault_recall first surface — bit-identity gate passes 2026-05-16 17:14:22 -07:00
test_vault_recall_vectorised.py feat(phase4): long-context-cost lane + ADR-0019 Stage 1 vault recall vectorisation 2026-05-16 16:39:30 -07:00
test_vault_store.py feat: vault recall index, Rust versor parity, cognitive pack expansion 2026-05-15 15:34:39 -07:00
test_versor_apply_rust_parity.py perf(rust): versor_apply f64 parity port — 29x over Python, bit-identical 2026-05-16 20:43:01 -07:00
test_versor_closure.py feat(algebra): null-preserving versor_apply path + un-skip 2 invariant tests 2026-05-16 21:40:37 -07:00
test_versor_condition_rust_parity.py feat(adr-0020): parity gates for cga_inner, geometric_product, versor_condition, versor_apply 2026-05-16 20:37:58 -07:00
test_vocab_manifold_invariants.py Fail closed on invalid versor construction 2026-05-14 10:55:11 -07:00