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Issue Details Description: feat: add JSON data files for global AI ecosystem, family immigration, and post-study work policies Author: Atikur Rahaman URL: https://github.com/Atik203/GradPlanner/commit/827ee718fdcdde5e046d1ef1d6f951d69733480d ...
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- [ ] Diagrama de Classes - [ ] Diagrama de Atividades - [ ] Diagrama de Casos de Uso

What was done Split _hmm_shared.py (11 functions, ~500 lines) into two modules with clear dependency direction: - _hmm_engine.py — 8 engine building blocks (~280 lines): engineer_features, _fit_hmm_on_slice, ...

What was done Replaced the 18-key inline dict at the end of pipeline.run() with a typed PipelineResult NamedTuple. All 18 fields have types. Two optional fields (duration_forecast, timing) default to ...

What was done Removed classify_pipeline method from the RegimeEngine Protocol and all 5 engine implementations. Dispatch now lives in pipeline.py using config.is_hmm metadata. - Protocol: 3 methods ...

Auto-reported by camofox-crash-reporter. All data is anonymized. Environment - version: 1.7.2 - node: v25.8.2 - platform: darwin - uptime: 51862 min Resources - node RSS: 47 MB - node heap: ...
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