Update extension UI, app pipeline, and Spelling Rules

Update extension UI, app pipeline and model loaders

Fix SC013 structured data punctuation guard

Fix SC* pipeline failures: Add Universal Structured Data Protection for Spelling and Grammar models to prevent JSON/Code/Entity corruption

Fix SC* pipeline failures: Add Universal Structured Data Protection for Spelling and Grammar models to prevent JSON/Code/Entity corruption

Fix 30 NLP edge cases in Grammar, Spelling, and Punctuation (Phase 10 results and Extension UI improvements)

fix: enable punctuation model for clean texts while keeping structural guards

Revert recent unstable commits

fix: regression fixes for structured content, religious text and benchmark string matching

feat: always run punctuation even on text without spelling/grammar errors

fix(pipeline): skip punctuation on clean text, fix collision scoring, add digit guard

Fix collision benchmark failures: patch overlap mapping, tokenization guard, and rule hallucinations

Fix punctuation alignment and hallucinations, add punctuation safety rules, add kana/inna grammar rules

Fix collision resolution and punctuation patch application errors

Phase 15: Bypass StageLocker for S-V Grammar collision overlap fixes

refactor: simplify architecture and replace whitelists with CamelTools

FIX-50: Whitelist bypass for FIX-38 pronoun guard

FIX-48v3: Create patches (not just mutations) for ه→ة

Add debug logging to FIX-48v3

FIX-48v3: Whitelist-based ه→ة (replaces broken stem-IV approach)

FIX-48v2: ه→ة pass moved AFTER grammar model

REVERT FIX-48: ه→ة pass caused 12 regressions (30% → revert to 54%)

FIX-48+49: ه→ة pass for IV words + trailing و in IV→IV guard

FIX-48: Dedicated ه→ة pass for IV words (الحكومه→الحكومة)

FIX-46: Expanded OOV cleanup with 4 new patterns

Disable edit-1 OOV cleanup (caused 3 regressions)

FIX-45: Upgrade _levenshtein to Damerau-Levenshtein distance

FIX-44: OOV cleanup pass between spelling and grammar stages

Fix FIX-42b: Allow first-letter changes when root lengths differ

FIX-43: Route bidirectional OOV→IV fixes through spelling guard

Revert FIX-42c: Grammar feminine ending guard was too aggressive

FIX-42: Multi-layer guards for spelling and grammar corruptions

FIX-41: Block spelling corrections that add trailing ا/ي/و to IV words

FIX-38/39 + Layer 1/2/3: Benchmark normalization + spelling safety + grammar rules

Audit fixes: narrow FIX-35 suffixes, raise FIX-37 threshold, remove duplicate sort

FIX-37: Rule-based terminal period fallback for punctuation

FIX-33/34/35: Fix infinite loop — grammar corruption + spelling conflict

Phase 14c: Fix FIX-31 whitespace bug + fix misleading log truncation

Phase 14b: Fix spelling punct hallucination + cross-stage overlap

Fix: TerminalPunctuationGuard for short phrases and comprehensive Nasb/Jazm grammar rules fixes

Refactor: Remove obsolete IVtoOOV filter to prevent False Negatives

Fix: Add missing dual and plural IVtoOOV bypass rules in app.py

Fix: Reorder Jaccard filter in app.py to run after evaluating grammar bypass rules

Fix: Strip trailing punctuation in grammar bypass rule to handle words at the end of sentences

Fix: Allow gender prefix swap (ي/ت) during feminine plural present tense bypass

Fix: Add bypass rule for present tense feminine plural to prevent IVtoOOV rejection

Phase 11.5: Adversarial diagnostic + 4 critical pipeline fixes

Phase 11: Hierarchical StageLocker — grammar overrides spelling locks

Phase 13: Fix punctuation terminal injection filter (context-aware Rule 0)

Phase 13: Fix spelling filter blind spots + eager model loading