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Apply Phoenix Architecture principles to AQE — regenerate internals, conserve the interface. ADR-113 (evals are oracles, durable-first tests, mutation-score gate): - src/validation/oracle-eval.ts grades a generated test by running it against a reference impl + operator mutants (reuses qe-arena, ADR-104); rejects assertion-less output - oracle mode wired into scripts/run-skill-eval.ts (skips under the simulating runner; runs live) - qe-test-generation rewritten durable-first; its eval flipped to oracle - src/feedback/regenerability-gate.ts: mutation-score + regenerability gate (warn-default, opt-in block) - live-validated: Claude sonnet-4-6 clears the oracle 5/5; weak local-model output correctly fails ADR-114 (conservation layer, Phoenix essay 14): - src/validation/conservation-guard.ts + scripts/conservation-guard.ts guard CLI commands, output schemas, and dashboard API against breaking removals (deprecation registry exempts) - policy doc + baselines in verification/conservation/; wired into invariant-check.yml non-blocking LLM provider fixes: - OpenRouterProvider.type was 'openai' but registered under 'openrouter' -> ProviderManager failover never found it; fixed to 'openrouter' end-to-end - Gemini default model gemini-1.5-pro was retired -> gemini-2.5-flash; models/pricing refreshed from the live Gemini ListModels API - scripts/provider-health.ts (npm run providers:health) Cheaper-model eval lanes: - scripts/oracle-model-bench.ts + openrouter-models.ts; openai/gpt-oss-120b clears the oracle ~50-70x cheaper than Claude Sonnet; guide in docs/guides/cheaper-model-eval-lanes.md Verification: npm run build ok; 115 new+touched tests pass; 724 LLM tests pass; lint + parity clean. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>