Builds a real, non-identity CGA motor from the value_axes directions
carried by an IdentityManifold. Each axis.direction is treated as a
3-vector in R^3, composed additively into a single translator, and
scaled by the axis's index to separate the directions in concept space.
This replaces the unconditional PersonaMotor.identity() call in
ChatRuntime with a motor that geometrically encodes CORE's character.
- CharacterProfile.from_manifold() populates traits/theological grounding
directly from a live IdentityManifold — no longer orphaned.
- TurnEvent is a frozen, append-only provenance record for one chat turn.
Carries: turn index, dialogue role, IdentityScore, CycleCost, vault hit
count, walk surface, and articulation surface. Enables full determinism
tracing across every turn without mutation.
- IdentityCheck.check() is unchanged in contract.
Key issues fixed:
- `CORE_BACKEND=numpy` was ignored, so tests mixed Python CGA embedding with Rust metric behavior.
- Dense construction seeds were being rejected by strict `unitize_versor()`, while sparse dirty inputs still needed to fail closed.
- Holonomy needed a construction-boundary path for raw/dense vocab fixtures and rare null final accumulators.
- Proposition storage polluted vault recall by storing the live field instead of the proposition’s subject versor.
- Dialogue qualitative frames rendered the same surface as assertive copular frames.
- Repeated session prompts could collapse into the same deterministic response path.
- Two proof fixtures were stale: one hand-built a non-null “null” vector, and one alignment proof omitted the English “with” anchor used by the resonance proof.
Verification:
`CORE_BACKEND=numpy CORE_STRICT_MLX_ON_APPLE=0 uv run core test -- -q`
Result: `277 passed in 59.52s`
Make versor construction fail closed instead of synthesizing hash-derived fallback rotors.
- remove pseudo-random construction fallback from unitize_versor
- add signed residual helper for +1 field states vs ±1 manifold entries
- validate vocab manifold entries with full residuals
- document antipodal transition rotor failure contract
- add focused invariant tests for versor closure and manifold validation
Add geometry-backed ArticulationPlan and realize(), wire articulation into ChatRuntime and trace output, expose proposition relation_norm, and add articulation/runtime/CLI tests.
Add RuntimeConfig with English default output policy, wire output language through runtime/frame selection/generation/CLI, preserve language metadata in mounted manifolds, and add runtime/CLI policy tests.
* Make core CLI help robust and intuitive
* Package runtime support modules for core CLI
* Add CLI help and doctor tests
* Fix CLI trace help and pack listing
* Export language pack listing helper
* Bootstrap repo root for console runtime imports
* Align trace formatter with Proposition schema
* Cover real trace payload formatting
Compile language-pack features into even-grade rotors, apply canonicalization after alignment nudges. Preserves holonomy parity across token counts. 231 tests passing.
Root was 0.17, stem 0.10 — not heavy enough to anchor same-root forms
against the diverging suffix rotor (ים landing on a different axis).
New hierarchy:
triliteral root 0.13 → 0.22 (shared identity, strongest anchor)
root 0.17 → 0.30 (primary root geometry)
stem 0.10 → 0.18 (secondary, same-root forms cluster here)
inflection role 0.02 → 0.015 (key label, minimal)
inflection value 0.05 → 0.03 (number/gender/etc, perturbation only)
prefix 0.05 → 0.03 (per-position decay preserved)
suffix 0.04 → 0.02 (per-position decay preserved)
This ensures דבר and דברים both orbit the D-B-R root point closely
enough that cga_inner(singular, plural) > cga_inner(singular, unrelated),
while still encoding morphological distinctions as measurable offsets.
compile_entries_to_manifold now returns a 2-tuple; the test that calls
it directly must unpack [0] to get the VocabManifold before calling
.get_versor().
- VocabManifold.update(): replace a stored versor in-place (grade-norm
enforced, KeyError if word missing)
- compile_entries_to_manifold() now also returns entry_id->surface map
as a second return value; callers that only need the manifold use [0]
- _alignment_nudge_rotor(): slerp-style rotor that rotates source toward
target by edge.weight * ALIGNMENT_NUDGE_STRENGTH (0.06) — small enough
to preserve intra-pack geometry, large enough to pull cross-lang pairs
into proximity
- load_pack(): after both manifolds are built, loads alignment.jsonl,
resolves entry_id->surface on each side, applies nudge to source versor
using the already-compiled target versor as the attractor
- _is_hebrew_root() guard retained; _triliteral_root() Hebrew-only
- Guard _triliteral_root() rotor to Hebrew-script roots only; Greek/other
scripts now use the root: rotor alone (0.17) — no spurious uppercase
Unicode blade collision from the romanization fallback path
- test_structured_morphology_improves_same_root_hebrew_resonance: replace
tag_only baseline (now empty since legacy tags stripped) with no_morphology
baseline (domain+pos+lemma+surface only), which is the honest comparison
for what structured morphology contributes post-migration
- Strip root: tags from all 7 grc_logos_micro_v1 lexicon entries
- Refresh grc_logos_micro_v1 manifest checksum
- Remove _uses_legacy_root_tags() and _apply_morphology_tags() from compiler
- _entry_to_coordinate() now has a single morphology path: structured when
morphology_id resolves, tag fallback only for packs with no morphology data
- load_pack() registry loading made unconditional for packs with morphology.jsonl
- _apply_morphology(): ordered root→prefix→stem→inflection→suffix chain
- _resolved_morphology(): gates on _uses_legacy_root_tags(), preserving
existing calibrated Hebrew/Greek entries on tag path
- דברים (he-008) is first migrated form; structured path proves
higher resonance with singular than tag-only compilation
- 231 passed
These were the pre-rename originals superseded by he_logos_micro_v1 and
grc_logos_micro_v1. Their manifests have checksum mismatches (visible via
`python -m language_packs list`) because the lexicon content was updated
without re-checksumming before the rename.
No tests reference these pack IDs. No code loads them. Leaving broken
packs in data/ creates false noise in `list` output and risks a future
agent loading the wrong pack by prefix match.
Three subcommands:
compile <pack_id> — compile a pack, verify checksum, print manifold stats
verify <pack_id> — checksum-only verification without full compilation
list — list all available packs with role and entry count
Checksum rule (AGENTS.md) is enforced by design: the CLI reads bytes from
disk via read_bytes() as the single source of truth, never from in-memory
strings. This makes the compiler an auditable D0 instrument — not just an
importable function.
Exit codes: 0 = success, 1 = checksum mismatch or pack not found.
Three items from the post-assessment stabilization slice:
1. field/state.py: restore frozen=True, slots=True
slots=True closes __dict__ on FieldState instances, preventing
incidental attribute injection that frozen=True alone does not block.
The holonomy field works cleanly with slots because ndarray | None
is a valid slotted field type in Python 3.12.
2. README.md: correct vocab/ layer description
Was: 'Word-to-versor manifold, edge rotors'
Now: 'Surface-token manifold points; indexed access for algebraic
transition construction'
Edge rotors are constructed by algebra/, not stored in vocab/.
This exact confusion caused vocab.edge_rotor() drift in earlier work.
3. AGENTS.md: add language-pack checksum rule
Manifest checksums MUST be computed by reading back the bytes
written to disk (Path(f).read_bytes()), never from in-memory strings
before serialization. Unicode-escaped JSON on disk != Python str.
