Add feature roadmap and implementation plan for D&D spell normalization module
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@@ -9,15 +9,12 @@ not as committed release dates.
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### Solidify Spell Extraction
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- Evaluate the implemented baseline in
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[D&D Spell Extraction Quality](dnd-spell-extraction.md), then reconsider its
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[deferred retry and validation work](dnd-spell-extraction.md#deferred-retry-and-validation-work).
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- Replace the no-op spell normalizer with a D&D-specific implementation that
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canonicalizes recognized spell names, performs only high-confidence repairs,
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retains uncertain values for review, and emits scoped warnings.
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- Conservatively collapse duplicate spell casts when canonical spell, caster,
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and source evidence establish that they represent the same event. Merge and
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canonicalize their source references rather than relying on spell name alone.
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- Implement the deterministic catalog-aware normalizer defined in
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[D&D Spell Normalization](dnd-spell-normalization.md), including conservative
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exact-evidence duplicate collapse.
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- Evaluate ordinary extraction retries and the completed normalization path
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against a human-reviewed transcript set before adding repair-aware retries or
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an LLM-backed semantic validator.
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- Maintain a small set of human-reviewed transcripts and outputs for prompt,
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validator, and normalizer development. Treat model-quality review as an
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iterative human evaluation aid, not a deterministic correctness gate.
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