Align prompts and strengthen validation context

internal/framework/validators/llm_validators.go

@@ -75,6 +75,9 @@ func (v *LLMBackedValidator) Validate(ctx context.Context, req Request) (Result,
 		maxTokens = req.Config.Validation.MaxPromptTokens
 	}
 
+	for i := range validationReq.Items {
+		validationReq.Items[i] = fitValidationContext(validationReq.Items[i], maxTokens, v.estimator)
+	}
 	oversized := oversizedValidationDecisions(validationReq.Items, maxTokens, v.estimator)
 	operations := make([]outcomes.Operation, 0)
 	sectionIndex := 0
@@ -232,10 +235,6 @@ func validatorPromptMetadata(validatorType LLMValidatorType) prompts.Metadata {
 		return prompts.MustLookupMetadata(prompts.PromptIDValidatorMeaningReversalReview)
 	case LLMValidatorTypeEditorialReview:
 		return prompts.MustLookupMetadata(prompts.PromptIDValidatorEditorialReview)
-	case LLMValidatorTypeGrammarReview:
-		return prompts.MustLookupMetadata(prompts.PromptIDValidatorGrammarReview)
-	case LLMValidatorTypeSpokenWordReview:
-		return prompts.MustLookupMetadata(prompts.PromptIDValidatorSpokenWordReview)
 	default:
 		return prompts.Metadata{}
 	}
@@ -272,6 +271,7 @@ func BuildLLMValidationRequest(validatorName string, validatorType LLMValidatorT
 			continue
 		}
 
+		neighbors, glossaryEntries := validationContext(req, seg.ID, preview.CorrectedSegmentText)
 		items = append(items, LLMValidationItem{
 			CorrectionIndex:      p.ProposalIndex,
 			SegmentID:            p.TargetSegmentID,
@@ -280,6 +280,8 @@ func BuildLLMValidationRequest(validatorName string, validatorType LLMValidatorT
 			OriginalSegmentText:  seg.Text,
 			CorrectedSegmentText: preview.CorrectedSegmentText,
 			Categories:           append([]string(nil), seg.Categories...),
+			NeighboringSegments:  neighbors,
+			GlossaryEntries:      glossaryEntries,
 		})
 	}