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Task 17.9: Pure Python decoder validated at 67-74% accuracy
Validated against Unicorn on all 7 FBL files: Vatican: 74%, Monaco: 71%, SanMarino: 74% Gibraltar: 68%, Andorra: 71%, Liechtenstein: 69%, Malta: 67% The remaining 26-33% gap includes: - Graph builder records (0x80320000 etc.) not generated by decoder - # hash NUL delimiter scan alignment - Junction records from group mode The decoder correctly handles: varints, whitespace, # hash to NUL, \ escapes (table + \Q/\E), metacharacters (^ $ | * + . ? [ { ( ) ] }), NUL as data, and { as data unless valid {n,m}.
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.kiro/specs/map-decryption/tasks.md

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- [x] **17.6** Translate pattern quantifiers (* + ? {n,m})
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- [x] **17.7** Translate character class [ ] handling
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- [x] **17.8** Translate ^ $ | metacharacter → control record mapping
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- [ ] **17.9** Validate against Unicorn output on all 7 test files
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- [x] **17.9** Validate against Unicorn output on all 7 test files
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- [ ] **17.10** Remove Unicorn dependency from nng_decoder.py
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## 18. Head Unit Testing

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