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Research corpus and artifacts advancing Genesis Conductor agent reliability: metacognitive failure recovery frameworks, hybrid LRU memory eviction under dissonance, and Landauer-limit energy accounting for LLM orchestration. Includes MCP tool-dissonance v1.0.0 distribution and publishing automation. Foundational theory for OpenClaw skills and production MCP guardrails.