core/scripts
Shay 11c91581e8
fix(W-015): replace _slerp_toward with rotor-geodesic anchor pull (#255)
Closes W-015 wiring debt. Per Sonnet's investigation (PR #252,
verdict (c)): _slerp_toward interpolates on S^31 but the versor
manifold (Spin sub-group in Cl(4,1)) is a proper subset. Slerp's
geodesic doesn't stay on the manifold, producing systematic
off-manifold state that the post-hoc unitize_versor was repairing.

Fix replaces _slerp_toward with the proper rotor-geodesic path:
    R      = word_transition_rotor(field_state.F, anchor_field)
    R_step = rotor_power(R, _ANCHOR_PULL_ALPHA)
    pulled_F = versor_apply(R_step, field_state.F)

rotor_power stays on the manifold by construction (same principle
as generate/stream.py:220). versor_apply closes via algebra/
versor.py — an already-sanctioned site. The unsanctioned
unitize_versor call in _anchor_pull and the entire _slerp_toward
function are removed.

CLAUDE.md normalization-site discipline is now restored:
session/context.py:_anchor_pull no longer performs normalization.

Changes:
- session/context.py: import rotor_power + word_transition_rotor,
  remove _slerp_toward (34 lines), rewrite _anchor_pull to use
  rotor-geodesic (15 lines net change).
- tests/test_session_coherence.py: new test pins the manifold
  invariant — after anchor pull, versor_condition stays < 1e-6
  without any unitize call (32 lines).

Intentional lane re-pins (audit-trail per #229 discipline):
- demo_composition: 403be13b → 3a3d09f3 (anchor pull now produces
  correct on-manifold fields; demo output shifts as expected).
- public_demo: acd51d0c → 888ddd0d (same cause).

CLAIMS.md regenerated to reflect new pins (per #239 lesson).

Verification:
- tests/test_session_coherence.py: 3 passed
- core test --suite smoke: 67 passed
- scripts/verify_lane_shas.py: 7/7 match (post-re-pin)
- Manifold invariant test pinned: anchor pull preserves
  versor_condition < 1e-6 by construction (no repair).

Investigation source: PR #252 (Sonnet). 4,138-sample bimodal
distribution confirmed _slerp_toward as the sole drift source.
2026-05-24 20:05:25 -07:00
..
__init__.py scripts: add run_examples.py + review_trace.py; cli: surface TurnEvent in trace/session 2026-05-14 13:54:25 -07:00
calibrate_ratification_threshold.py chore(ratifier): calibrate default ratification threshold 0.0 → 0.5 (#86) 2026-05-20 19:59:25 -07:00
generate_claims.py feat(teaching): ADR-0104 — curriculum-sourced teaching proposals (#107) 2026-05-22 10:05:14 -07:00
generate_discourse_paragraph.py feat(benchmarks): discourse_paragraph lane + pipeline profiler + word-selection tracer 2026-05-16 21:53:46 -07:00
generate_en_numerics_v1.py feat(packs): ADR-0128.1+0128.2 — en_numerics_v1 + loader 2026-05-23 07:02:09 -07:00
generate_english_fluency_ood.py fix(gaps): close G1+G2+G3 + identity vocab + pipeline safety-stub honour 2026-05-16 21:21:06 -07:00
generate_grammatical_v2.py feat(evals): grammatical-coverage v2 cases - 36 cases with deeper nesting and rarer vocabulary (100% pass) 2026-05-16 06:40:55 -07:00
generate_identity_curriculum.py feat(evals): identity-divergence lane v1 - 93 curriculum events, two axis profiles (Precision/Generosity), divergence/coherence/causal metrics (all pass) 2026-05-16 06:48:13 -07:00
generate_identity_test_cases.py feat(evals): identity-divergence lane v1 - 93 curriculum events, two axis profiles (Precision/Generosity), divergence/coherence/causal metrics (all pass) 2026-05-16 06:48:13 -07:00
generate_monotonic_cases.py feat(evals): v3 lanes — monotonic-learning passes, adversarial-identity reveals gap 2026-05-16 13:42:47 -07:00
generate_phase5_domain_lanes.py feat(phase5): land 5.2–5.7 — six new fluency lanes, parallel sweep 2026-05-16 20:59:31 -07:00
generate_phase5_language_lanes.py feat(phase5): land 5.2–5.7 — six new fluency lanes, parallel sweep 2026-05-16 20:59:31 -07:00
publish_pack_measurements.py chore(evals): contracts + bench json + Lane B viewer + chart + audit + demo schema (#62) 2026-05-20 13:53:13 -07:00
ratify_anchor_lens_packs.py chore(packs): re-seal register packs (ISSUED_AT bump + missing seals) 2026-05-20 07:39:38 -07:00
ratify_ethics_pack.py feat(packs): expansion round 2 — ethics ×3, anchor-lens ×3, relations-v3, register ×2 (#48) 2026-05-20 07:18:35 -07:00
ratify_identity_packs.py feat(identity-packs): ADR-0027 Phase 5 — ratify all three v1 packs 2026-05-17 19:31:55 -07:00
ratify_register_packs.py fix(packs/register): remove bare '.' closings + ratify gate refuses them 2026-05-21 06:57:43 -07:00
ratify_rhetorical_style_packs.py feat(adr-0087): rhetorical-style pack substrate (loader + default_unstyled_v1) (#74) 2026-05-20 16:19:36 -07:00
ratify_safety_pack.py feat(safety): ADR-0029 — always-loaded, never-replaceable safety pack 2026-05-17 19:56:29 -07:00
review_trace.py scripts: add run_examples.py + review_trace.py; cli: surface TurnEvent in trace/session 2026-05-14 13:54:25 -07:00
run_examples.py scripts: add run_examples.py + review_trace.py; cli: surface TurnEvent in trace/session 2026-05-14 13:54:25 -07:00
run_pulse.py feat: Full Proof — surface realizer join, Rust diffusion parity, benchmark harness 2026-05-15 17:39:14 -07:00
scaffold_phase5_domain_lanes.py feat(phase5): land 5.2–5.7 — six new fluency lanes, parallel sweep 2026-05-16 20:59:31 -07:00
score_phase5_holdouts.py feat(phase5): land 5.2–5.7 — six new fluency lanes, parallel sweep 2026-05-16 20:59:31 -07:00
seal_gsm8k_test.py feat: ADR-0119.7 — seal GSM8K test as gsm8k_math holdout (Phase 5 substrate complete) 2026-05-22 20:08:35 -07:00
seal_holdouts.py feat(evals): ADR-0105 — sealed holdout encryption via age (#108) 2026-05-22 10:09:43 -07:00
verify_definitional_closure.py feat(packs): ADR-0085 content style pass v2 — 3sg + plural agreement (+ closure infra) (#100) 2026-05-20 23:12:28 -07:00
verify_lane_shas.py fix(W-015): replace _slerp_toward with rotor-geodesic anchor pull (#255) 2026-05-24 20:05:25 -07:00