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bugSomething isn't workingSomething isn't workingStatus: Open.#60 In agentic-in/elephant-agent;Add Personal Model export/import and portability
area/ecosystemProvider, skill, and integration ecosystemProvider, skill, and integration ecosystemarea/memoryMemory, recall, Personal Model, and search behaviorMemory, recall, Personal Model, and search behaviorarea/securitySecurity, isolation, and safety boundariesSecurity, isolation, and safety boundariesenhancementNew feature or requestNew feature or requestkind/featureProduct or platform capability requestProduct or platform capability requestpriority/p0Critical roadmap blockerCritical roadmap blockerStatus: Open.Add provider capability registry and routing metadata
area/inferenceModel inference and serving integrationsModel inference and serving integrationsarea/performanceLatency, throughput, cache, and efficiency workLatency, throughput, cache, and efficiency workarea/providerModel provider integrationsModel provider integrationsarea/vllm-srvLLM Semantic Router integrationvLLM Semantic Router integrationenhancementNew feature or requestNew feature or requestkind/featureProduct or platform capability requestProduct or platform capability requestpriority/p0Critical roadmap blockerCritical roadmap blockerStatus: Open.Design Personalized Memory Evaluation for Personal Model quality
area/evaluationEvaluation harnesses, datasets, and quality metricsEvaluation harnesses, datasets, and quality metricsarea/learningLearning from history, evidence, and trajectoriesLearning from history, evidence, and trajectoriesarea/memoryMemory, recall, Personal Model, and search behaviorMemory, recall, Personal Model, and search behaviorenhancementNew feature or requestNew feature or requestkind/evaluationEvaluation pipeline, benchmark, or metric workEvaluation pipeline, benchmark, or metric workkind/researchResearch-oriented algorithm or product explorationResearch-oriented algorithm or product explorationpriority/p0Critical roadmap blockerCritical roadmap blockerStatus: Open.Add native memory eval pipeline with LoCoMo datasets
area/evaluationEvaluation harnesses, datasets, and quality metricsEvaluation harnesses, datasets, and quality metricsarea/memoryMemory, recall, Personal Model, and search behaviorMemory, recall, Personal Model, and search behaviorarea/qualityCode quality, cleanup, and regression hardeningCode quality, cleanup, and regression hardeningenhancementNew feature or requestNew feature or requestkind/evaluationEvaluation pipeline, benchmark, or metric workEvaluation pipeline, benchmark, or metric workpriority/p0Critical roadmap blockerCritical roadmap blockerStatus: Open.Research and improve Memory Search algorithms
area/contextContext assembly, compression, and reuseContext assembly, compression, and reusearea/evaluationEvaluation harnesses, datasets, and quality metricsEvaluation harnesses, datasets, and quality metricsarea/memoryMemory, recall, Personal Model, and search behaviorMemory, recall, Personal Model, and search behaviorenhancementNew feature or requestNew feature or requestkind/researchResearch-oriented algorithm or product explorationResearch-oriented algorithm or product explorationpriority/p0Critical roadmap blockerCritical roadmap blockerStatus: Open.Add full mock-provider E2E regression suite and workflow
area/cliCommand-line interface behaviorCommand-line interface behaviorarea/e2eEnd-to-end testing and workflow coverageEnd-to-end testing and workflow coveragearea/imInstant messaging and gateway modesInstant messaging and gateway modesarea/qualityCode quality, cleanup, and regression hardeningCode quality, cleanup, and regression hardeningenhancementNew feature or requestNew feature or requestkind/epicRoadmap-sized work that may need decompositionRoadmap-sized work that may need decompositionpriority/p0Critical roadmap blockerCritical roadmap blockerStatus: Open.Clean up legacy record surfaces after architecture refactors
area/memoryMemory, recall, Personal Model, and search behaviorMemory, recall, Personal Model, and search behaviorarea/qualityCode quality, cleanup, and regression hardeningCode quality, cleanup, and regression hardeningarea/runtimeRuntime orchestration and local executionRuntime orchestration and local executionenhancementNew feature or requestNew feature or requestkind/epicRoadmap-sized work that may need decompositionRoadmap-sized work that may need decompositionpriority/p0Critical roadmap blockerCritical roadmap blockerStatus: Open.Add reflect skill optimization from historical tool trajectories
area/learningLearning from history, evidence, and trajectoriesLearning from history, evidence, and trajectoriesarea/reflectReflection and background learning jobsReflection and background learning jobsarea/skillsBuilt-in and user-facing skillsBuilt-in and user-facing skillsenhancementNew feature or requestNew feature or requestkind/featureProduct or platform capability requestProduct or platform capability requestpriority/p1High priority roadmap workHigh priority roadmap workStatus: Open.Expand built-in skill ecosystem
area/ecosystemProvider, skill, and integration ecosystemProvider, skill, and integration ecosystemarea/operatorOperator actions and self-managementOperator actions and self-managementarea/skillsBuilt-in and user-facing skillsBuilt-in and user-facing skillsenhancementNew feature or requestNew feature or requestkind/epicRoadmap-sized work that may need decompositionRoadmap-sized work that may need decompositionpriority/p2Medium priority roadmap workMedium priority roadmap workStatus: Open.Expand model provider ecosystem
area/ecosystemProvider, skill, and integration ecosystemProvider, skill, and integration ecosystemarea/inferenceModel inference and serving integrationsModel inference and serving integrationsarea/providerModel provider integrationsModel provider integrationsenhancementNew feature or requestNew feature or requestkind/epicRoadmap-sized work that may need decompositionRoadmap-sized work that may need decompositionpriority/p2Medium priority roadmap workMedium priority roadmap workStatus: Open.Support hot-reloadable Elephant Agent configuration
area/configConfiguration and runtime settingsConfiguration and runtime settingsarea/operatorOperator actions and self-managementOperator actions and self-managementarea/runtimeRuntime orchestration and local executionRuntime orchestration and local executionenhancementNew feature or requestNew feature or requestkind/featureProduct or platform capability requestProduct or platform capability requestpriority/p1High priority roadmap workHigh priority roadmap workStatus: Open.