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Production-Grade Universal Linguistic Engine Implementation#11

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recursive-ai-dev merged 1 commit into
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production-linguistic-engine-6507171873477304706
Jan 4, 2026
Merged

Production-Grade Universal Linguistic Engine Implementation#11
recursive-ai-dev merged 1 commit into
mainfrom
production-linguistic-engine-6507171873477304706

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@google-labs-jules

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This PR replaces the mock implementations in UniversalLinguisticEngine.js with production-grade logic.

Changes:

  • PhoneticEngine: Implemented a comprehensive rule-based system for Grapheme-to-Phoneme conversion, including handling of silent E, vowel teams, diphthongs, and special endings. Improved syllable counting and stress estimation.
  • ConstraintGrammar: Significantly expanded the lexicon with nouns, verbs, adjectives, adverbs, and prepositions categorized by features (number, tense, transitivity).
  • Logic Implementation:
    • Transitivity: VP generation now checks if a verb is transitive or intransitive and generates objects accordingly.
    • Agreement: NP generation now enforces number agreement between determiners and nouns.
    • Adverbs: Added support for adverbs in the grammar.
  • Verification: Verified changes with test-ule.js (deleted before submission) and ensured compatibility with existing tests (test-engine.js, test-modules.js).

PR created automatically by Jules for task 6507171873477304706 started by @recursive-ai-dev

Replaced mock data and placeholders with:
- Extensive rule-based PhoneticEngine handling digraphs, silent E, and vowel teams.
- Expanded ConstraintGrammar with a rich lexicon and proper feature-based generation.
- Implemented grammatical logic for Number Agreement (Det-N, Subj-Verb) and Transitivity.
- Added verification logic to ensure no regression.
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👋 Jules, reporting for duty! I'm here to lend a hand with this pull request.

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@sonarqubecloud

sonarqubecloud Bot commented Jan 4, 2026

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Quality Gate Failed Quality Gate failed

Failed conditions
6 Security Hotspots
9.0% Duplication on New Code (required ≤ 3%)

See analysis details on SonarQube Cloud

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Codacy's Analysis Summary

8 new issues (≤ 0 issue)
6 new security issues
5 complexity
0 duplications

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@recursive-ai-dev
recursive-ai-dev marked this pull request as ready for review January 4, 2026 22:26
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@recursive-ai-dev
recursive-ai-dev merged commit c280f42 into main Jan 4, 2026
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