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| # Architecture Simplification (Final Cleanup) | |
| ## Objective | |
| Refactor the current implementation to keep Creative Track innovations while removing low-value complexity that did not improve benchmark quality. | |
| ## What Was Kept | |
| - Strategic Coordinator | |
| - Analyst Team (Schema, Domain, Document, Hypothesis, Verifier, Coordinator) | |
| - Coordinator Synthesis artifacts | |
| - Agreement score | |
| - Disagreement visibility | |
| - Replay artifacts | |
| - Failure attribution | |
| - Evaluation hardening | |
| - AAT architecture and verification metrics | |
| ## What Was Simplified | |
| ### 1) Auditors are observability-only | |
| Filter/Schema/Aggregation auditors remain active but are diagnostics-only: | |
| - They observe and report risk signals. | |
| - They do not trigger retry/replan. | |
| - They do not override coordinator decisions. | |
| - They do not modify execution path or final action. | |
| ### 2) Actionable disagreement control removed | |
| Disagreement is now a collaboration report, not an execution-control signal. | |
| - Removed disagreement-driven control semantics. | |
| - Disagreement records are now limited to meaningful cases only. | |
| ### 3) Coordinator simplified to synthesis role | |
| Coordinator synthesis now: | |
| - aggregates opinions, | |
| - computes agreement score, | |
| - summarizes disagreements, | |
| - explains dominant analyst interpretation vs final runtime action. | |
| Coordinator synthesis does not alter runtime execution flow. | |
| ### 4) Meaningful disagreement definition | |
| A disagreement is recorded only when at least one condition is true: | |
| - confidence spread > 0.50, or | |
| - analysts recommend different interpretation buckets (approve/rework/request-evidence). | |
| ### 5) Eval output simplified | |
| Primary verbose/research collaboration section now emphasizes: | |
| - Mean Agreement Score | |
| - Schema Participation Rate | |
| - Domain Participation Rate | |
| - Document Participation Rate | |
| - Coordinator Syntheses Generated | |
| - Tasks With Meaningful Disagreement | |
| Noisy fields were removed from the primary collaboration section and moved to research diagnostics when retained. | |
| ## Resulting Architecture Contract | |
| Execution flow remains: | |
| UNDERSTAND -> PLAN -> EXECUTE -> VERIFY -> SUMMARIZE | |
| With additive observability: | |
| - Analyst Team -> opinions | |
| - Coordinator -> synthesis | |
| - Auditors -> diagnostics only | |
| - Replay + failure attribution -> explanation | |
| No component except Planner / Executor / Verifier materially influences execution outcomes. | |