Computational Studio Implementation Roadmap

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**Total Tasks**: 103 **Estimated Timeline**: 10-12 weeks **Critical Path**: Setup → Utils → Equilibria → Runtime → UI → Tests ### Environment & Tools - [ ] `setup_1` Set up cc-core development environment (install JAX, Flax, dev tools) - [ ] `setup_2` Create shared schemas directory and JSONSchema definitions - [ ] `setup_3` Set up schema codegen (JSONSchema → Pydantic + Zod) - [ ] `setup_4` Configure CI/CD pipeline (GitHub Actions for tests, linting, build) ### Unit Tests for Existing Utils - [ ] `utils_1` Write unit tests for `cc_core/utils/tree.py` - [ ] `utils_2` Write unit tests for `cc_core/utils/prox.py` - [ ] `utils_3` Write unit tests for `cc_core/utils/spectral.py` - [ ] `utils_4` Write unit tests for `cc_core/utils/phase.py` ### Metrics Implementation - [ ] `metrics_1` Implement `cc_core/metrics/residuals.py` (compute_residual_stats) - [ ] `metrics_2` Implement `cc_core/metrics/phase.py` (circular_rmse, phase_coherence) - [ ] `metrics_3` Implement `cc_core/metrics/stability.py` (contraction_ratio, headroom) - [ ] `metrics_4` Write unit tests for all metrics modules **Acceptance**: All utils tested, metrics functional with <1% error vs reference

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