core/generate
Shay ef914460df feat(discourse): implement plan_discourse with deterministic move selection
Step 4 of the discourse-planner sequencing.  Replaces the contract-only
NotImplementedError with deterministic move-selection rules per
ResponseMode:

* BRIEF      → 1 move  (ANCHOR)
* EXPLAIN    → up to 3 (ANCHOR + SUPPORT + RELATION)
* PARAGRAPH  → up to 5 (ANCHOR + SUPPORT + RELATION + TRANSITION + CLOSURE)
* EXAMPLE    → up to 3 (ANCHOR + RELATION + CLOSURE)
* WALKTHROUGH→ deferred, falls back to BRIEF shape so planner is total

Move selectors:
* ANCHOR     — pack is_defined_as on intent.subject if available, else
               first canonical pack fact on subject, else first
               canonical fact of any source
* SUPPORT    — pack belongs_to on anchor's subject
* RELATION   — teaching/cross-pack chain rooted on anchor's subject
* TRANSITION — chain rooted on the relation's object (topic shifts)
* CLOSURE    — no new fact; carries given lemmas forward

Empty bundles produce empty plans (planner is total — callers fall
through to the existing single-sentence composer path safely).

Updated contract test test_plan_discourse_is_contract_only ->
test_plan_discourse_handles_empty_bundle to reflect the implementation.

26 new behavior tests pin: per-mode shape (BRIEF/EXPLAIN/PARAGRAPH/
EXAMPLE/WALKTHROUGH), anchor preference for is_defined_as, support
preference for belongs_to, relation preference for teaching source,
paragraph transition topic shift, closure semantics (no new content,
carries given forward), fact uniqueness across moves, anchor fallback
when no pack subject match, and full determinism (byte-stable JSON
across all five modes, pure function equality).

Verification:
* 49/49 planner tests pass (23 contract + 26 behavior).
* smoke suite 67/67.
* cognition eval byte-identical:
  public 100/100/91.7/100, holdout 100/100/83.3/100.
2026-05-19 11:22:41 -07:00
..
__init__.py feat(generate): export SentenceAssembler, SentencePlan, assemble_surface from __init__ 2026-05-14 13:24:19 -07:00
admissibility.py feat(adr-0026): Phase 3 — ranked admissibility with margin 2026-05-17 15:03:03 -07:00
articulation.py Graceful fallback in realize() when slot versors are missing 2026-05-13 21:41:52 -07:00
attention.py Add ADR-0008 salience attention 2026-05-13 22:40:36 -07:00
bridge_trace.py Phase 1 — bridge trace instrumentation (observation-only) 2026-05-18 18:04:57 -07:00
dialogue.py Fix test suite errors across core physics and generation 2026-05-14 13:02:32 -07:00
discourse_planner.py feat(discourse): implement plan_discourse with deterministic move selection 2026-05-19 11:22:41 -07:00
exhaustion.py feat(adr-0025): Phase 4 — rotor / frame admissibility at the seam 2026-05-17 15:16:32 -07:00
graph_constraint.py fix(adr-0046): make forward-graph-constraint branch mergeable 2026-05-18 05:57:46 -07:00
graph_planner.py feat(realizer): extend to all 13 English v1 constructions 2026-05-16 05:55:49 -07:00
grounding_accessors.py feat(grounding): structured GroundedFact accessors for discourse planner 2026-05-19 11:19:59 -07:00
intent.py feat(intent): ResponseMode classifier + sibling to classify_intent 2026-05-19 11:15:32 -07:00
intent_bridge.py Phase 2 — proposition-slot grounding for articulate_with_intent 2026-05-18 18:18:31 -07:00
intent_ratifier.py feat(adr-0022): Forward Semantic Control — Accepted 2026-05-17 12:10:20 -07:00
morphology.py fix(gaps): close G1+G2+G3 + identity vocab + pipeline safety-stub honour 2026-05-16 21:21:06 -07:00
operators.py feat(compositionality): compose_relations operator lifts lane 68.8% → 100% 2026-05-16 22:44:06 -07:00
proposition.py feat(adr-0022): Forward Semantic Control — Accepted 2026-05-17 12:10:20 -07:00
realizer.py feat(benchmarks): discourse_paragraph lane + pipeline profiler + word-selection tracer 2026-05-16 21:53:46 -07:00
render.py feat(generate): add render.py — default TextRenderer and Renderer protocol (ADR-0011) 2026-05-13 10:51:52 -07:00
result.py feat(adr-0023): Forward Semantic Control proof evidence — Accepted 2026-05-17 12:55:19 -07:00
rotor_admissibility.py feat(adr-0025): Phase 4 — rotor / frame admissibility at the seam 2026-05-17 15:16:32 -07:00
salience.py Implement core physics and pack validation 2026-05-14 12:35:19 -07:00
semantic_templates.py feat: vault recall index, Rust versor parity, cognitive pack expansion 2026-05-15 15:34:39 -07:00
stream.py feat(adr-0025): Phase 4 — rotor / frame admissibility at the seam 2026-05-17 15:16:32 -07:00
surface.py feat(surface): ADR-0031 — score-decomposition surface (per-axis hedges) 2026-05-17 20:16:22 -07:00
templates.py fix(gaps): close G1+G2+G3 + identity vocab + pipeline safety-stub honour 2026-05-16 21:21:06 -07:00