MJos Predictive Model | First manifestation of the Bangel Language
Terminology revised ยท September 12 evidence
Later individual Teal rerun. The reported execution status is historical and is not a new test result.
TEAL LIBRARY RERUN | 12 SEPTEMBER 2026 | Michael Patrick Bangel 226 TEAL-RERUN-03-B009 | SOURCE_LOGIC_INDEXED TR-MOD-ASSOCIATED-1E90930051 / Associated core / produ cts/water/legacy/hagar-python/src/mjos_hagar/optimizer.py IF This Hagar / water protection module is imported or its declared interface is invoked. Declared surface includes: _hash_policy(guard: float, damping: float, score: float); tune_offline(qrng: MJosQrngClient, salinity_trace: list[float], candidates: int=64); policy_as_json(policy: FrozenPolicy) HOW Apply the source-defined probe, policy, risk, state and transport rules. Advisory and authenticated-host roles remain separate. The complete terminology-edited 77-line source is preserved with SHA-256 328b88391e2d63c4baf9ec324c625b0df180682c2471e9dc718d25f182e98718. 3 extracted function/declaration entries are separately indexed, including exact Python bodies and guards where available. THEN Follow the exact returned values, diagnostics and state effects in the preserved implementation. Module inclusion and syntax extraction are documentary coverage; they do not prove every branch or cross-host behavior. CURRENT EVIDENCE Fresh related Python suites and per-profile/water results are included. Native C#/.NET, C++/Rust/R compilation and physical devices were not executed in this environment. This source copy received the requested terminology transfer after the earlier suite; the complete renamed host has not been rebuilt here. REMAINING REQUIREMENT Map unverified branches and native-host behavior to source-specific evidence before assigning a complete verification verdict. SOURCE REFERENCES associated-core:products/water/legacy/hagar-python/src/mjos_hagar/optimizer.py