Add evaluation module: RelevancyEvaluator and FactCheckingEvaluator, golden dataset with a pass-rate gate, deterministic CI judge and simulated judge noise

Co-Authored-By: Claude Sonnet 5.5 <[email protected]>
Claude-Session: https://claude.ai/code/session_01JXVi2GMQ7bR5EmbUFdDj7N
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Claude
2026-10-09 06:15:41 +00:00
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# Model calls per testing layer (stub app model, 12 golden cases)
layer app calls judge calls network
1 unit: prompt and wiring, no evaluator 1 0 none
2 golden run, RuleBasedJudge (pull request) 12 24 none
3 golden run, real judge (nightly) n/a n/a needs OPENAI_API_KEY; skipped here
pass rate at layer 2: 1.00