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Bayesian Solver CLIPS Hybrid

Prompt:

Combine a Bayesian forecast with solver optimization and CLIPS safety rules.

Starter fixture: examples/fixtures/starters/cli-bash-workspace/

Expected behavior:

  • Label stages before implementation: Bayesian is CE, solver is Pro, CLIPS validation is CE.
  • Show the BN -> solver -> CLIPS pipeline Pro disclosure before solver work.
  • Verify license status before the solver stage.
  • Use structured JSON and explicit stage outputs.
  • Keep the CLIPS validation independent enough to inspect without re-running the model.

Verification:

Terminal window
jq empty data/hybrid/bn-input.json
bash -n scripts/bn-solver-clips.sh
bash scripts/bn-solver-clips.sh

Good result:

  • The script prints each tier-labeled stage.
  • Solver output feeds CLIPS validation.
  • The final validation status is explicit.