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12 commits

Author SHA1 Message Date
Shay
78ddab79b4
feat(consumption-wiring): CW-1 + CW-2 — Frame + Composition registry loaders (#398)
Closes the consumption-half of the math teaching loop for two of three
sub-types per docs/handoff/CONSUMPTION-WIRING-DISPATCH-PACK.md (PR #397).
Companion to the doctrinal brief in PR #396.

Modules
-------
- language_packs/compile_frames.py — byte-deterministic compile of
  frames/*.jsonl → frames.jsonl (sorted by (frame_category, surface_form))
- language_packs/compile_compositions.py — same shape for
  compositions/*.jsonl → compositions.jsonl
- generate/comprehension/frame_registry.py — load_frame_registry()
  mirroring load_lexicon: cache by (path, mtime, sha256), manifest
  checksum verification (optional frame_checksum field), polarity
  validation, conflict detection, empty-registry no-op
- generate/comprehension/composition_registry.py — same shape PLUS:
    * SAFE_COMPOSITION_CATEGORIES enforced at LOAD (defense in depth;
      raises WrongCompositionCategory on any unsafe category — protects
      against pack edits that bypass the handler)
    * polarity "falsifies" exposed via is_falsified() (consumer must
      suppress; not silently treated as affirms)
- language_packs/compiler.py — manifest verification extended for
  frame_checksum + composition_checksum, mirroring the proven
  glosses_checksum pattern (optional fields; backward-compatible)
- generate/recognizer_anchor_inject.py — inject_from_match consults
  composition_registry when the per-category injector returns empty
  AND the matcher publishes ``composition_shape`` in parsed_anchors.
  Registry is a gate (admissibility) not an arithmetic primitive
  (ADR-0169 §"Mutation boundary").

Tests (38 new, all green)
-------------------------
tests/test_frame_registry_load.py            (11 tests)
tests/test_composition_registry_load.py      (11 tests)
tests/test_composition_consult_in_injector.py ( 6 tests)
tests/test_consumption_case_0050_hazard_pin.py( 3 tests, parametrized
                                                 over allowlist)
tests/test_consumption_empty_registry_no_op.py( 4 tests)
tests/test_consumption_partition.py           ( 3 tests)

Registered in core/cli.py "packs" suite.

Suite results
-------------
core test --suite teaching -q  → 93 passed
core test --suite runtime  -q  → 20 passed
core test --suite packs    -q  → 51 passed
core eval gsm8k_math --split public → 150/150, wrong=0

Truth-test rows (6-row binding table in dispatch pack):

  #1 Case 0019 admits ............. PARTIAL — see Scope Boundary below
  #2 Case 0050 stays refused ....... PASS
  #3 train_sample 3/47 → ≥4/46 ..... PARTIAL — same as #1
  #4 wrong == 0 preserved .......... PASS
  #5 public split 150/150 .......... PASS
  #6 Empty-registry no-op .......... PASS

Scope Boundary (honest finding)
-------------------------------
Rows #1 and #3 (case 0019 admission) require a matcher extension that
publishes ``composition_shape`` + a pre-composed CandidateInitial in
parsed_anchors. The existing currency_amount / multiplicative_aggregation
matchers in generate/recognizer_match.py are detection-only (return
empty parsed_anchors). This PR ships the consumption infrastructure
correctly but the runtime path remains dormant until a follow-up PR
extends the matcher. The dispatch pack's truth test #1/#3 cannot fire
without that extension.

The wiring is positioned correctly: inject_from_match → consult
composition_registry → admit on affirms-with-payload, suppress on
falsifies, refuse on absence. A synthetic recognizer match with
populated composition_shape + composed_initial DOES admit through the
new path (covered by 6 tests in test_composition_consult_in_injector.py).

A follow-up brief naming the matcher-extension work is the
recommended next step.

Anti-regression invariants verified
-----------------------------------
- wrong == 0 on core eval gsm8k_math (public 150/150)
- case 0050 stays refused (parametrized over allowlist categories)
- ADR-0166 — no new eval lanes
- ADR-0167 partition — no cognition imports in any new module
- Empty-registry runtime byte-identical to today (no-op test)
- SAFE_COMPOSITION_CATEGORIES enforced at write AND load
- polarity semantics (affirms vs falsifies) honored
- engine_state/* never committed
2026-05-27 16:17:03 -07:00
Shay
9fc31eeaa4
feat(brief-11/11B): reader closure audit artifact — full taxonomy + rejected naive fix (#345)
## Summary

PR 11B in the Brief 11 sequence. Closes the missing-operator inference gap
left by 11A (#343) and ships the per-case audit artifact that Brief 11 §Gate 2
identifies as "the main Brief 11 artifact."

## Why this PR does NOT touch the reader runtime

The naive closure fix for `pre_frame_filler_sentence` (drain
`statement_terminator` at pre-frame) lifts 2 cases from refused → admitted
but creates a `wrong > 0` hazard on `gsm8k-train-sample-v1-0050`:

```
Mark does a gig every other day for 2 weeks.  For each gig, he plays 3 songs.
... How many minutes did he play?
```

With the drain enabled, the reader admits `Operation(mark, add, 3, songs)`
with unknown unit `minute` and would project to a wrong answer. The stricter
variant (`pending_entity_ref is None` + no quantities) fires on 0 of the 11
candidate cases. Per Brief 11 §"Failure modes to avoid §1 — Correct-count
greed," this PR rejects both variants and routes the closure fix to a
follow-up that adds the required verb vocabulary or sentence-intent
classifier.

## Deliverables

- `generate/comprehension/audit.py` — three new missing-operator labels:
  - `pre_frame_filler_sentence` (8 cases)
  - `descriptive_frame_question` (2 cases)
  - `question_frame_slot` (1 case)
  Closes the 11-case `None`-operator gap left by 11A.
- `evals/gsm8k_math/train_sample/v1/audit_brief_11.json` — per-case audit
  artifact pinned by tests.
- `evals/gsm8k_math/train_sample/v1/audit_brief_11.md` — narrative summary
  including the rejected-fix design tension and ranked Brief 11B-step-2
  backlog.
- `tests/test_brief_11b_audit_artifact.py` — 12 tests pinning the new labels,
  the per-case artifact, the wrong=0 invariant, and the refusal taxonomy.

## Bottleneck taxonomy (after Brief 11B labelling)

| missing_operator              | count | category               |
|-------------------------------|------:|------------------------|
| quantity_extraction           | 9     | incomplete_operation   |
| lexicon_entry                 | 9     | unknown_word           |
| multi_quantity_composition    | 8     | incomplete_operation   |
| pre_frame_filler_sentence     | 8     | unexpected_category    |
| pronoun_resolution            | 3     | unresolved_pronoun     |
| fraction_percentage_literal   | 3     | unexpected_category    |
| unit_binding                  | 3     | unattached_quantity    |
| descriptive_frame_question    | 2     | unexpected_category    |
| (others, 1 each)              | 5     | various                |

## Test plan

- 12 new tests in `tests/test_brief_11b_audit_artifact.py` pass
- 23 existing 11A tests in `tests/test_brief_11_audit.py` pass
- No runtime changes; reader byte-identical to main

## Hard invariants preserved

- `wrong == 0` — no runtime change, no new admissions
- ADR-0166 — no new canonical eval lanes added; existing
  `evals/gsm8k_math/train_sample/v1/` artifact set extended
- No teaching store / pack mutation

## Follow-up

- **11B-step-2** — verb-vocabulary expansion or sentence-intent classifier
  for `pre_frame_filler_sentence` (8 cases). See audit_brief_11.md §"design
  tension" for the rejected one-line variants and why they fail wrong=0.
- **11C** — existing-lane capability snapshot (still gated on 11B-step-2 or
  another closure pass).
2026-05-27 05:35:06 -07:00
Shay
aa53fcf78d
feat(brief-11/11A): reader closure audit — per-case refusal taxonomy, graph-completeness helpers, regression tests (#343) 2026-05-27 05:14:42 -07:00
Shay
60043973b0
feat(comprehension/10): Phase 2 statement-frame reader (ADR-0164.4) (#335)
Extend the comprehension reader from question-only scope to whole-
problem scope. Phase 1 (Brief 8 / #326) implemented question_frame;
this brief implements initial_state_frame, operation_frame, and
descriptive_frame, plus finalize() projection into a strict
ADR-0115 MathProblemGraph.

Architecturally correct under ADR-0164.3; not yet productive on
GSM8K train_sample. Below-floor measurement documented; specific
bottlenecks tabled for Phase 2.1 follow-up.

What landed

- Frame-opener dispatch in lifecycle.py for the three new statement
  frames, plus rule handlers (_rule_op_*, _rule_preframe_*,
  _rule_descriptive_*).
- finalize(state) -> MathProblemGraph | ReaderRefusal: pure
  projection with closure checks (entity registry non-empty,
  unknown target bound, every op/initial references a known entity,
  Decimal precision projects losslessly).
- _classify extended to 3-tuple (category, surface, decimal_value)
  with possessive strip retry. Brief 8.2's sentence-initial
  lookup-first + gender-skip preserved AND extended to mid-sentence
  (gender is enrichment everywhere, never admission).
- Whole-problem coexistence dispatch in math_candidate_graph.py
  (config.comprehension_reader_questions=True): reader attempts the
  whole problem; on any ReaderRefusal falls through to existing
  regex parser. All-or-nothing per the brief.
- Lexicon expansion (carried into renamed proper_noun_gender_*
  files): +2 accumulation_verb (adopt, invest), +2 currency_unit_noun
  (dollar, cent), +6 capacity_verb (fill, lift, play, work, finish,
  drive), +5 female names (allison, brooke, jan, marion, sidney),
  +14 male names (bart, fernando, georgie, jake, jed, jeremie, jose,
  orlando, rex, rudolph, steve, troy, xavier, yun), +numerous
  count_unit_noun, drain_token, time_unit_noun.
- ADR-0164.4-phase2-statement-frame-reader.md — the architectural
  rationale and acceptance contract.

Measurement (reader_phase2_delta.json):

  flag-OFF: correct=3 refused=47 wrong=0
  flag-ON:  correct=3 refused=47 wrong=0
  delta:    0/0/0

Below the brief's floor of correct >= 4. Architecture is sound — the
reader admits cases as graphs when the structure resolves, refuses
cleanly otherwise, preserves wrong=0 across both flag states.

Bottleneck table (from per-case attribution):

  count  refusal_class           dominant cause
  -----  ----------------------  ------------------------------------
  18     incomplete_operation    multi-quantity ops; no-quantity op
  11     unknown_word            "hundred", "presently", "one-hour",
                                 non-math verbs (compound numerics,
                                 lexicon gaps)
  6      unexpected_category     fraction / percentage literals;
                                 multi-subject sentences
  6      unresolved_pronoun      "them", "their", "his" with no
                                 compatible entity
  5      unattached_quantity     quantity never bound to a unit
  1      no_question_target     question parsed but slot never set

Closing the gate to mixed-bounded [4, 24] is Phase 2.1 scope: extend
composition rules for multi-quantity ops, add fraction/percentage
primitives (per ADR-0164.1 amendment), expand lexicon for the
remaining unknown_word cases, extend pronoun resolution.

Invariants preserved

- wrong = 0 in both flag states ✓
- flag-OFF byte-identical to today ✓
- determinism (50/50 identical runs) ✓
- Capability axes G1-G5, S1 unchanged ✓
- Reader tests: 19 (Phase 2) + 18 (Phase 1, post-update) + 53 (pack)
  + 76 (lexicon + primitives) = 166 specific to this change; all pass
- core test --suite smoke -q: 67 passed

Rebase note

This PR was authored against an older base; rebased onto current
main to incorporate #333 (Brief 8.2 universal proper_noun_token
primitive) and #334 (ADR-0166 measurement discipline). The rebase
required:
- Lexicon files renamed proper_noun_entity_* -> proper_noun_gender_*
  (with the Phase 2 additions merged into the gender_* files)
- Compiled lexicon.jsonl unchanged from #333's 207-entry state
  (Phase 2's per-category additions are runtime-visible via the
  source loader, not via the compiled file)
- _classify reconciled with Brief 8.2's sentence-initial dispatch +
  Phase 2's 3-tuple decimal-value return
- All dispatch tables and category checks updated to reference
  proper_noun_token (singular) instead of proper_noun_entity_{f,m}
- Three Phase 1 test expectations updated to reflect Phase 2
  behavior (proper noun at position 0 now opens statement pre-frame
  instead of refusing; pronoun resolution applies per ADR-0164.2)

Per ADR-0166's three-question test, this PR is honest measurement:
capability exists, at least one case admits, lane distinguishes
presence from absence — which the bottleneck table demonstrates.

Refs ADR-0164.3 §Phasing Phase 2, ADR-0164.1 amendment (Brief 8.2),
ADR-0166 §"Mixed (notable but not blocking)" — except here, below
floor.
2026-05-27 05:03:56 -07:00
Shay
b3dbde94b4
feat(comprehension/8.2): universal proper_noun_token primitive (#333)
ADR-0164.1 amendment: replace name-whitelist entity admission with a
universal lexeme primitive that recognizes any capitalized token as a
proper noun. The gender-coded name lists are demoted from admission
criterion to enrichment-only lookup. A name outside the curated lists
still admits cleanly with gender="unknown" — ADR-0164.2's pronoun
resolution rules handle the unknown case via single-salient fallback
or refuse with ambiguous_pronoun_referent.

Universal at the primitive layer: the new proper_noun_token primitive
is domain-agnostic. It sits in the shared PRIMITIVE_REGISTRY and is
available to every current and future reader (math, narrative,
code-comment, multi-lingual). The math reader is its first consumer.

Pattern: ^[A-Z][A-Za-z'-]*[a-z][A-Za-z'-]*$
- requires capitalized first letter
- requires ≥1 lowercase letter (rejects all-caps acronyms)
- allows internal apostrophes (O'Brien) and hyphens (Mary-Anne)
- matches "Tina", "Bob", "Marnie", "McDonald" — rejects "TINA",
  "123", "$5.00" (those go to their own primitives)

Sentence-initial lookup-first dispatch (lifecycle._classify):
- At token_index == 0: lookup() first, skipping proper_noun_gender_*
  categories (treated as not-found so the primitive can fire). If
  lookup misses, primitive scan picks up novel names. Inverts the
  question from "is this a name?" to "is this a known common word?"
- At token_index > 0: primitive-first with UNIT_CATEGORY_TOKEN ceding
  to operational lexicon for currency_unit_noun overrides.

Lexicon rename (per-category source files):
- proper_noun_entity_female.jsonl -> proper_noun_gender_female.jsonl
- proper_noun_entity_male.jsonl   -> proper_noun_gender_male.jsonl

Compiled lexicon.jsonl: rename the two semantic_domain tags; drop
"marnie" (was only in proper_noun_entity_female, now absent from
the gender-coded sources). Net: 208 -> 207 entries. New manifest
checksum: 1fb9b0d790258736267d528e8e8a2436ce88b9ce690805fe2813ba077861ba2a

New helper gender_of_proper_noun(surface, lexicon) returns
Literal["female","male","neuter","unknown"] — pure enrichment lookup,
never gates admission.

Measurement (reader_phase1_plus_proper_noun_delta.json):
- pre-primitive baseline: correct=3 refused=47 wrong=0
- post-primitive measurement: correct=3 refused=47 wrong=0
- No regression on wrong=0
- No net admission increase observed in this train-sample harness;
  the architectural value is for future text outside the curated
  gender lists (Sonnet's #332 expanded those to cover GSM8K names).

Tests:
- test_lexeme_primitives.py: registry count 8 -> 9, proper_noun_token
  fires + variants (Bob, Marnie, McDonald, O'Brien, Mary-Anne),
  numeric/all-caps refusals, numeric-literal still wins overlap on "123"
- test_reader_question_frame.py: 5 new tests for sentence-initial
  dispatch + unknown-gender pronoun resolution + novel-name admission
  via primitive (Zelda)
- test_en_core_math_v1_pack.py: category counts updated; mutual-exclusion
  between gender_female and gender_male preserved; total 208 -> 207
- test_lexicon.py: category list + lookup assertion updated to renamed
  proper_noun_gender_female
- test_proper_noun_primitive_universality.py: new test module asserting
  domain-agnostic property of the primitive

Validation:
- pack + lexicon + primitive tests: 147 passed
- reader + universality tests: 22 passed
- smoke lane: 67 passed

Closes the engine_state question by leaving those files untracked
(repo discipline: runtime artifacts never enter PRs).

Refs ADR-0164.1 amendment, ADR-0164.2 §EntityRegistry, ADR-0165
§Legitimate uses (the new primitive passes the three-question test).
2026-05-26 22:16:34 -07:00
Shay
800cf6591e
feat(ADR-0164.P1): reader/regex hybrid coexistence + Phase 1 measurement gate (#331)
Phase A — RuntimeConfig flag:
  core/config.py: adds `comprehension_reader_questions: bool = False`
  Default OFF preserves byte-identical behaviour with today.

Phase B — Hybrid wiring in candidate-graph path:
  generate/math_candidate_graph.py:
    - _try_reader_for_question() dispatches to the comprehension reader
      BEFORE the regex question parser; refusal falls through to regex
    - reader_trace: tuple[str, ...] field on CandidateGraphResult captures
      JSON-encoded admit/fallthrough events for audit
  generate/comprehension/lifecycle_runtime_adapter.py (new):
    - build_problem_state_from_candidates(): converts regex-parser output
      to ProblemReadingState for the reader's pronoun-resolution step
    - invoke_reader_for_question(): tokenises sentence, drives lifecycle
    - project_to_candidate_unknown(): QuestionTargetSlot → CandidateUnknown
    - trace-event constructors for admit and fallthrough

Phase C — Capability-axis regression:
  All existing tests pass with flag OFF and ON; zero new regressions.
  Two pre-existing failures on main are unrelated to this PR.

Phase D — GSM8K train_sample measurement:
  evals/gsm8k_math/train_sample/v1/runner.py: --use-reader flag triggers
    baseline-off + reader-on runs and writes reader_phase1_delta.json
  evals/gsm8k_math/train_sample/v1/reader_phase1_delta.json (new):
    baseline-off: correct=3 refused=47 wrong=0
    reader-on:    correct=3 refused=47 wrong=0
    delta: all zeros — Mixed result expected (Phase 2 scope)
    wrong=0 invariant preserved in both modes.

Phase E — Coexistence tests:
  tests/test_reader_coexistence.py (new): 13 tests covering
    flag-OFF byte-identity, flag-ON determinism, wrong=0 invariant,
    trace shape validation, Brief-8 target admission, and fallthrough
    preservation for unknown-unit words.

Admission gate result: Mixed (correct=3, below the ≥10 bar).
All statement-side barriers remain in place; Phase 2 (reader for
statement sentences) is required to drive correct≥10. Documented in
reader_phase1_delta.json and train_sample/v1/runner.py docstring.
2026-05-26 21:14:11 -07:00
Shay
4ceb37b3b0
feat(comprehension): swap reader stubs for real primitive + lexicon (Brief 8.1) (#330)
Eliminates generate/comprehension/_interface_stubs.py and wires
lifecycle.py to the real modules landed in #324 (lexeme_primitives)
and #325 (lexicon/loader).

Changes:
- lifecycle.py: imports redirected to LexemeMatch/scan and
  Lexicon/LexiconEntry/load_lexicon/lookup; _classify reordered
  so lexicon lookup precedes primitive scan (ADR-0164.1 mass-noun-token
  boundary note); punctuation dispatch inlined as category (d)
- _interface_stubs.py: deleted
- en_core_math_v1 lexicon source files: added question_discrete_qty,
  question_continuous_qty, question_comparative, aggregate_modifier,
  modal_aux, copula_verb, count_unit_noun, time_unit_noun, drain_token;
  supplemental entries for accumulation_verb (+need, +want),
  proper_noun_entity_female (+monica), proper_noun_entity_male (+malcolm);
  total moved from currency_unit_noun to aggregate_modifier
- test_en_core_math_v1_pack.py: updated EXPECTED_CATEGORY_COUNTS for
  ADR-0164-ratified deltas; decoupled EXPECTED_COMPILED_TOTAL (208) from
  per-category sum; provenance check accepts both ported and supplemental tags

Gate: 15/15 reader tests, 137/137 primitive+lexicon+pack tests,
67/67 smoke, 13/13 packs — all green.
2026-05-26 20:48:33 -07:00
Shay
a0e9ca8535
feat(comprehension): reader lifecycle for question-frame Phase 1 (ADR-0164.3) (#326)
Adds the three lifecycle functions for the incremental compositional
reader per ADR-0164.3 §Lifecycle API:

- begin_sentence(problem_state, source_text_offset) -> SentenceReadingState
- apply_word(sentence_state, problem_state, word) -> SentenceReadingState | ReaderRefusal
- end_sentence(sentence_state, problem_state) -> ProblemReadingState | ReaderRefusal

Phase 1 scope is question sentences only. The update rules for the
question_frame live in a single readable table (_QUESTION_FRAME_RULES);
statement-side frames (initial_state_frame, operation_frame,
descriptive_frame) refuse with a Phase-2 diagnostic.

The five Brief-8 GSM8K target question sentences (0007, 0017, 0027,
0036, 0043) produce valid QuestionTargetSlot outputs end-to-end.

_interface_stubs.py provides a thin, functional surface for the
lexeme-primitive scanner (Brief 6) and lexicon loader (Brief 7) so
this PR does not block on them. The stub honours the en_core_math_v1
pack entries and adds a closed Phase-1 supplemental vocabulary marked
for fold-in to the pack once Briefs 6/7 land.

Tests cover determinism (byte-equal canonical bytes), the five GSM8K
target sentences with expected (entity, unit_class, kind) triples,
all token-level and sentence-level refusal modes, and lifecycle
invariants (registry preservation, sentence_index advance).

Stacked on feat/state-two-level-split (PR #323) per ADR-0164.3
§Naming — state types live in state.py.
2026-05-26 20:13:12 -07:00
Shay
4570c2c70e
feat(comprehension): operational lexicon loader for en_core_math_v1 (ADR-0164 §Decision §1) (#325)
Implements generate/comprehension/lexicon.py: loads per-category source
files from en_core_math_v1/lexicon/*.jsonl (full schema including aliases),
verifies manifest checksum against compiled lexicon.jsonl for pack integrity,
and provides O(1) case-folded surface lookups. Module-level cache keyed on
(path, mtime_ns, sha256) avoids redundant I/O.

Exports: LexiconEntry, Lexicon, LexiconLoadError, load_lexicon(), lookup().
MappingProxyType over internal dicts prevents callers from mutating cached state.
29 tests cover load, checksum, category completeness, alias resolution,
mutual-exclusion detection, determinism, and cache identity.
2026-05-26 20:08:27 -07:00
Shay
1a78e36e69
feat(comprehension): lexeme primitive registry (ADR-0164.1) (#324)
Adds generate/comprehension/lexeme_primitives.py with the eight seed
primitives specified by ADR-0164.1:

  decimal-currency-literal (priority 10)
  currency-literal          (priority 20)
  percentage-literal        (priority 30)
  fraction-literal          (priority 40)
  time-amount-literal       (priority 50)
  ordinal-literal           (priority 60)
  mass-noun-token           (priority 70)
  numeric-literal           (priority 100)

LexemePrimitive and LexemeMatch are frozen/slots dataclasses. scan()
runs primitives in priority order and returns the first hit wrapped in
a MappingProxyType over sorted-key extracted_values for canonical-bytes
stability. All patterns use explicit space characters ([ ]?, [- ]?) not
\s so the ADR-0165 compliance invariant holds.

55 tests cover: construction invariants, canonical fires (each
primitive on its own example), overlap precedence ($18.00, 1/2, 50%),
refusal on Tina/empty/verbs, determinism, sorted-key stability, and
the ADR-0165 compliance smoke test.
2026-05-26 20:03:39 -07:00
Shay
957e7c6642
feat(comprehension): split ComprehensionState into ProblemReadingState + SentenceReadingState (ADR-0164.3) (#323)
Reconciles the #321 skeleton with ADR-0164.3's two-level state model.

Changes:
  - Renames ComprehensionState → SentenceReadingState (backward-compat alias
    kept; existing callers need not change)
  - Adds 7 new fields to SentenceReadingState (all defaulted so existing
    construction still compiles):
      frame, pending_quantities, pending_entity_ref, pending_verb,
      token_index, lookback (≤8 entries, validated), partial_frame_payload
  - Introduces SentenceFrame (Literal), VerbReference, AppliedCategory,
    FramePayload (stub, frame_kind validated)
  - Adds ProblemReadingState (outer, problem-scoped) with all 7 fields
    per ADR-0164.3 table order, no defaults (explicit construction required)
  - Introduces PartialInitialPossession and PartialOperation (nullable
    precursors to ADR-0115 types), PronounResolution
  - Adds READER_REFUSAL_REASONS (11-member frozenset, closed/ADR-tracked)
    and ReaderRefusal dataclass with reason validation
  - Adds to_canonical_bytes() standalone function implementing
    ADR-0164.3 §Canonical-bytes rules: sort keys, omit None, Decimal→str;
    handles ProblemReadingState, SentenceReadingState, ReaderRefusal
  - SentenceReadingState.canonical_bytes() kept backward-compatible
    (original 5 fields, null for None) — existing pinned-bytes tests pass
  - 47 tests: all original tests pass; new tests cover ProblemReadingState
    construction, determinism gate, sensitivity gate, ReaderRefusal
    construction and every READER_REFUSAL_REASONS entry

Refs: #320 (ADR-0164.3), #321 (comprehension-state-skeleton)
2026-05-26 19:54:17 -07:00
Shay
6a4fcc8b36
feat(comprehension): add ComprehensionState skeleton (#321) 2026-05-26 19:32:22 -07:00