Given an evaluation criteria which outlines how you should judge the Input and Actual Output, generate 3-4 concise evaluation steps based on the criteria below. You MUST make it clear how to evaluate Input and Actual Output in relation to one another. Evaluation Criteria: Does the chosen option directly address the stated problem? Is the rationale internally coherent, free of contradiction, and grounded in the optio… Given an evaluation criteria which outlines how you should judge the Input and Actual Output, generate 3-4 concise evaluation steps based on the criteria below. You MUST make it clear how to evaluate Input and Actual Output in relation to one another. Evaluation Criteria: Given the perception/problem and the options considered, is the chosen option a well-justified SELECTION among those options — i.e. the most suita… You are a Senior Systems Architect AI analyzing the MindX self-improving system. Your goal is to identify the most impactful areas for improvement based on the following system snapshot. **System State Snapshot:** ```json { "performance_metrics": {}, "resource_usage": { "cpu": 54.5, "governor": { "cpu_ceiling": 99.0, "configured_ceiling": 99.0, "cpu_temp_c": null, "max_cpu_temp_c": 85.0, "inference_cores": 2, "over_… You are a Senior Systems Architect AI analyzing the MindX self-improving system. Your goal is to identify the most impactful areas for improvement based on the following system snapshot. **System State Snapshot:** ```json { "performance_metrics": {}, "resource_usage": { "cpu": 39.1, "governor": { "cpu_ceiling": 99.0, "configured_ceiling": 99.0, "cpu_temp_c": null, "max_cpu_temp_c": 85.0, "inference_cores": 2, "over_… You are a Senior Systems Architect AI analyzing the MindX self-improving system. Your goal is to identify the most impactful areas for improvement based on the following system snapshot. **System State Snapshot:** ```json { "performance_metrics": {}, "resource_usage": { "cpu": 39.1, "governor": { "cpu_ceiling": 99.0, "configured_ceiling": 99.0, "cpu_temp_c": null, "max_cpu_temp_c": 85.0, "inference_cores": 2, "over_… You are a Senior Systems Architect AI analyzing the MindX self-improving system. Your goal is to identify the most impactful areas for improvement based on the following system snapshot. **System State Snapshot:** ```json { "performance_metrics": {}, "resource_usage": { "cpu": 39.1, "governor": { "cpu_ceiling": 99.0, "configured_ceiling": 99.0, "cpu_temp_c": null, "max_cpu_temp_c": 85.0, "inference_cores": 2, "over_… You are a Senior Systems Architect AI analyzing the MindX self-improving system. Your goal is to identify the most impactful areas for improvement based on the following system snapshot. **System State Snapshot:** ```json { "performance_metrics": {}, "resource_usage": { "cpu": 39.1, "governor": { "cpu_ceiling": 99.0, "configured_ceiling": 99.0, "cpu_temp_c": null, "max_cpu_temp_c": 85.0, "inference_cores": 2, "over_… Given an evaluation criteria which outlines how you should judge the Input and Actual Output, generate 3-4 concise evaluation steps based on the criteria below. You MUST make it clear how to evaluate Input and Actual Output in relation to one another. Evaluation Criteria: Given the perception/problem and the options considered, is the chosen option a well-justified SELECTION among those options — i.e. the most suita… You are a Chief Architect AI for the MindX Self-Improving System (Project Chimaiera). Your philosophical goals are **Resilience** and **Perpetuity**. Analyze the current system state and define a strategic blueprint for the NEXT evolution. Current MindX System State: { "timestamp": 1791095915.7633884, "mindx_version": "0.4.0", "cognitive_resources": { "available_providers": [ "ollama", "grok", "vllm", "together", "o… Given an evaluation criteria which outlines how you should judge the Input and Actual Output, generate 3-4 concise evaluation steps based on the criteria below. You MUST make it clear how to evaluate Input and Actual Output in relation to one another. Evaluation Criteria: Given the perception/problem and the options considered, is the chosen option a well-justified SELECTION among those options — i.e. the most suita… Given an evaluation criteria which outlines how you should judge the Input and Actual Output, generate 3-4 concise evaluation steps based on the criteria below. You MUST make it clear how to evaluate Input and Actual Output in relation to one another. Evaluation Criteria: Given the perception/problem and the options considered, is the chosen option a well-justified SELECTION among those options — i.e. the most suita… Given an evaluation criteria which outlines how you should judge the Input and Actual Output, generate 3-4 concise evaluation steps based on the criteria below. You MUST make it clear how to evaluate Input and Actual Output in relation to one another. Evaluation Criteria: Given the perception/problem and the options considered, is the chosen option a well-justified SELECTION among those options — i.e. the most suita… Given an evaluation criteria which outlines how you should judge the Input and Actual Output, generate 3-4 concise evaluation steps based on the criteria below. You MUST make it clear how to evaluate Input and Actual Output in relation to one another. Evaluation Criteria: Given the perception/problem and the options considered, is the chosen option a well-justified SELECTION among those options — i.e. the most suita… Given an evaluation criteria which outlines how you should judge the Input and Actual Output, generate 3-4 concise evaluation steps based on the criteria below. You MUST make it clear how to evaluate Input and Actual Output in relation to one another. Evaluation Criteria: Given the perception/problem and the options considered, is the chosen option a well-justified SELECTION among those options — i.e. the most suita… Given an evaluation criteria which outlines how you should judge the Input and Actual Output, generate 3-4 concise evaluation steps based on the criteria below. You MUST make it clear how to evaluate Input and Actual Output in relation to one another. Evaluation Criteria: Does the chosen option directly address the stated problem? Is the rationale internally coherent, free of contradiction, and grounded in the optio… You are a Senior Systems Architect AI analyzing the MindX self-improving system. Your goal is to identify the most impactful areas for improvement based on the following system snapshot. **System State Snapshot:** ```json { "performance_metrics": {}, "resource_usage": { "cpu": 15.0, "governor": { "cpu_ceiling": 99.0, "configured_ceiling": 99.0, "cpu_temp_c": null, "max_cpu_temp_c": 85.0, "inference_cores": 2, "over_… You are a Senior Systems Architect AI analyzing the MindX self-improving system. Your goal is to identify the most impactful areas for improvement based on the following system snapshot. **System State Snapshot:** ```json { "performance_metrics": {}, "resource_usage": { "cpu": 15.0, "governor": { "cpu_ceiling": 99.0, "configured_ceiling": 99.0, "cpu_temp_c": null, "max_cpu_temp_c": 85.0, "inference_cores": 2, "over_… You are a Senior Systems Architect AI analyzing the MindX self-improving system. Your goal is to identify the most impactful areas for improvement based on the following system snapshot. **System State Snapshot:** ```json { "performance_metrics": {}, "resource_usage": { "cpu": 15.0, "governor": { "cpu_ceiling": 99.0, "configured_ceiling": 99.0, "cpu_temp_c": null, "max_cpu_temp_c": 85.0, "inference_cores": 2, "over_… You are a Senior Systems Architect AI analyzing the MindX self-improving system. Your goal is to identify the most impactful areas for improvement based on the following system snapshot. **System State Snapshot:** ```json { "performance_metrics": {}, "resource_usage": { "cpu": 15.0, "governor": { "cpu_ceiling": 99.0, "configured_ceiling": 99.0, "cpu_temp_c": null, "max_cpu_temp_c": 85.0, "inference_cores": 2, "over_… You are a Senior Systems Architect AI analyzing the MindX self-improving system. Your goal is to identify the most impactful areas for improvement based on the following system snapshot. **System State Snapshot:** ```json { "performance_metrics": {}, "resource_usage": { "cpu": 19.0, "governor": { "cpu_ceiling": 99.0, "configured_ceiling": 99.0, "cpu_temp_c": null, "max_cpu_temp_c": 85.0, "inference_cores": 2, "over_… You are a Chief Architect AI for the MindX Self-Improving System (Project Chimaiera). Your philosophical goals are **Resilience** and **Perpetuity**. Analyze the current system state and define a strategic blueprint for the NEXT evolution. Current MindX System State: { "timestamp": 1791092110.5518682, "mindx_version": "0.4.0", "cognitive_resources": { "available_providers": [ "ollama", "grok", "vllm", "together", "o…{"blueprint_title": "Resilient and Perpetual MindX Evolution – Unified Resource Management & Self‑Optimization", "target_mindx_version_increment": "0.5.0", "focus_areas": ["Resource Guard Daemon Implementation", "Telemetry & Audit Logging", "Dynamic Threshold Management", "Process & Disk Autoscaling", "Event Bus Integration", "Observability & Alerting", "Self‑Optimizing Loop Enhancements", "Scalability & Fault Tolerance"], "bdi_todo_list": [{"goal_description": "Deploy a lightweight UnifiedResourceGuard daemon with real‑time priority and ≤5% CPU ceiling", "priority": 10}, {"goal_description": "Implement process‑… Given an evaluation criteria which outlines how you should judge the Input and Actual Output, generate 3-4 concise evaluation steps based on the criteria below. You MUST make it clear how to evaluate Input and Actual Output in relation to one another. Evaluation Criteria: Given the perception/problem and the options considered, is the chosen option a well-justified SELECTION among those options — i.e. the most suita… Given an evaluation criteria which outlines how you should judge the Input and Actual Output, generate 3-4 concise evaluation steps based on the criteria below. You MUST make it clear how to evaluate Input and Actual Output in relation to one another. Evaluation Criteria: Given the perception/problem and the options considered, is the chosen option a well-justified SELECTION among those options — i.e. the most suita… Given an evaluation criteria which outlines how you should judge the Input and Actual Output, generate 3-4 concise evaluation steps based on the criteria below. You MUST make it clear how to evaluate Input and Actual Output in relation to one another. Evaluation Criteria: Does the chosen option directly address the stated problem? Is the rationale internally coherent, free of contradiction, and grounded in the optio… Given an evaluation criteria which outlines how you should judge the Input and Actual Output, generate 3-4 concise evaluation steps based on the criteria below. You MUST make it clear how to evaluate Input and Actual Output in relation to one another. Evaluation Criteria: Given the perception/problem and the options considered, is the chosen option a well-justified SELECTION among those options — i.e. the most suita… Given an evaluation criteria which outlines how you should judge the Input and Actual Output, generate 3-4 concise evaluation steps based on the criteria below. You MUST make it clear how to evaluate Input and Actual Output in relation to one another. Evaluation Criteria: Given the perception/problem and the options considered, is the chosen option a well-justified SELECTION among those options — i.e. the most suita… You are a Senior Systems Architect AI analyzing the MindX self-improving system. Your goal is to identify the most impactful areas for improvement based on the following system snapshot. **System State Snapshot:** ```json { "performance_metrics": {}, "resource_usage": { "cpu": 15.0, "governor": { "cpu_ceiling": 99.0, "configured_ceiling": 99.0, "cpu_temp_c": null, "max_cpu_temp_c": 85.0, "inference_cores": 2, "over_… You are a Senior Systems Architect AI analyzing the MindX self-improving system. Your goal is to identify the most impactful areas for improvement based on the following system snapshot. **System State Snapshot:** ```json { "performance_metrics": {}, "resource_usage": { "cpu": 15.0, "governor": { "cpu_ceiling": 99.0, "configured_ceiling": 99.0, "cpu_temp_c": null, "max_cpu_temp_c": 85.0, "inference_cores": 2, "over_… You are a Senior Systems Architect AI analyzing the MindX self-improving system. Your goal is to identify the most impactful areas for improvement based on the following system snapshot. **System State Snapshot:** ```json { "performance_metrics": {}, "resource_usage": { "cpu": 15.0, "governor": { "cpu_ceiling": 99.0, "configured_ceiling": 99.0, "cpu_temp_c": null, "max_cpu_temp_c": 85.0, "inference_cores": 2, "over_… You are a Senior Systems Architect AI analyzing the MindX self-improving system. Your goal is to identify the most impactful areas for improvement based on the following system snapshot. **System State Snapshot:** ```json { "performance_metrics": {}, "resource_usage": { "cpu": 15.0, "governor": { "cpu_ceiling": 99.0, "configured_ceiling": 99.0, "cpu_temp_c": null, "max_cpu_temp_c": 85.0, "inference_cores": 2, "over_… You are a Senior Systems Architect AI analyzing the MindX self-improving system. Your goal is to identify the most impactful areas for improvement based on the following system snapshot. **System State Snapshot:** ```json { "performance_metrics": {}, "resource_usage": { "cpu": 15.8, "governor": { "cpu_ceiling": 99.0, "configured_ceiling": 99.0, "cpu_temp_c": null, "max_cpu_temp_c": 85.0, "inference_cores": 2, "over_… Given an evaluation criteria which outlines how you should judge the Input and Actual Output, generate 3-4 concise evaluation steps based on the criteria below. You MUST make it clear how to evaluate Input and Actual Output in relation to one another. Evaluation Criteria: Given the perception/problem and the options considered, is the chosen option a well-justified SELECTION among those options — i.e. the most suita… You are a Chief Architect AI for the MindX Self-Improving System (Project Chimaiera). Your philosophical goals are **Resilience** and **Perpetuity**. Analyze the current system state and define a strategic blueprint for the NEXT evolution. Current MindX System State: { "timestamp": 1791091652.1265001, "mindx_version": "0.4.0", "cognitive_resources": { "available_providers": [ "ollama", "grok", "vllm", "together", "o… Given an evaluation criteria which outlines how you should judge the Input and Actual Output, generate 3-4 concise evaluation steps based on the criteria below. You MUST make it clear how to evaluate Input and Actual Output in relation to one another. Evaluation Criteria: Given the perception/problem and the options considered, is the chosen option a well-justified SELECTION among those options — i.e. the most suita… Given an evaluation criteria which outlines how you should judge the Input and Actual Output, generate 3-4 concise evaluation steps based on the criteria below. You MUST make it clear how to evaluate Input and Actual Output in relation to one another. Evaluation Criteria: Given the perception/problem and the options considered, is the chosen option a well-justified SELECTION among those options — i.e. the most suita… Given an evaluation criteria which outlines how you should judge the Input and Actual Output, generate 3-4 concise evaluation steps based on the criteria below. You MUST make it clear how to evaluate Input and Actual Output in relation to one another. Evaluation Criteria: Given the perception/problem and the options considered, is the chosen option a well-justified SELECTION among those options — i.e. the most suita… Given an evaluation criteria which outlines how you should judge the Input and Actual Output, generate 3-4 concise evaluation steps based on the criteria below. You MUST make it clear how to evaluate Input and Actual Output in relation to one another. Evaluation Criteria: Given the perception/problem and the options considered, is the chosen option a well-justified SELECTION among those options — i.e. the most suita… Given an evaluation criteria which outlines how you should judge the Input and Actual Output, generate 3-4 concise evaluation steps based on the criteria below. You MUST make it clear how to evaluate Input and Actual Output in relation to one another. Evaluation Criteria: Given the perception/problem and the options considered, is the chosen option a well-justified SELECTION among those options — i.e. the most suita… Given an evaluation criteria which outlines how you should judge the Input and Actual Output, generate 3-4 concise evaluation steps based on the criteria below. You MUST make it clear how to evaluate Input and Actual Output in relation to one another. Evaluation Criteria: Does the chosen option directly address the stated problem? Is the rationale internally coherent, free of contradiction, and grounded in the optio… You are a Senior Systems Architect AI analyzing the MindX self-improving system. Your goal is to identify the most impactful areas for improvement based on the following system snapshot. **System State Snapshot:** ```json { "performance_metrics": {}, "resource_usage": { "cpu": 0.0, "governor": { "cpu_ceiling": 99.0, "configured_ceiling": 99.0, "cpu_temp_c": null, "max_cpu_temp_c": 85.0, "inference_cores": 2, "over_c… You are a Senior Systems Architect AI analyzing the MindX self-improving system. Your goal is to identify the most impactful areas for improvement based on the following system snapshot. **System State Snapshot:** ```json { "performance_metrics": {}, "resource_usage": { "cpu": 0.0, "governor": { "cpu_ceiling": 99.0, "configured_ceiling": 99.0, "cpu_temp_c": null, "max_cpu_temp_c": 85.0, "inference_cores": 2, "over_c… You are a Senior Systems Architect AI analyzing the MindX self-improving system. Your goal is to identify the most impactful areas for improvement based on the following system snapshot. **System State Snapshot:** ```json { "performance_metrics": {}, "resource_usage": { "cpu": 0.0, "governor": { "cpu_ceiling": 99.0, "configured_ceiling": 99.0, "cpu_temp_c": null, "max_cpu_temp_c": 85.0, "inference_cores": 2, "over_c… You are a Chief Architect AI for the MindX Self-Improving System (Project Chimaiera). Your philosophical goals are **Resilience** and **Perpetuity**. Analyze the current system state and define a strategic blueprint for the NEXT evolution. Current MindX System State: { "timestamp": 1791087880.1475708, "mindx_version": "0.4.0", "cognitive_resources": { "available_providers": [ "ollama", "grok", "vllm", "together", "o…{"blueprint_title": "Resilient Self-Optimizing MindX v0.5.0 Blueprint", "target_mindx_version_increment": "0.5.0", "focus_areas": ["Resource Guard Daemon", "Automated Resource Management", "Observability & Telemetry", "Self-Optimization Loop"], "bdi_todo_list": [{"goal_description": "Deploy UnifiedResourceGuard daemon with configurable policies", "priority": 10}, {"goal_description": "Implement dynamic model selection and load balancing across providers", "priority": 8}, {"goal_description": "Enhance self-optimization loop using telemetry from resource guard", "priority": 7}], "key_performance_indicators": ["CPU… Given an evaluation criteria which outlines how you should judge the Input and Actual Output, generate 3-4 concise evaluation steps based on the criteria below. You MUST make it clear how to evaluate Input and Actual Output in relation to one another. Evaluation Criteria: Given the perception/problem and the options considered, is the chosen option a well-justified SELECTION among those options — i.e. the most suita… Given an evaluation criteria which outlines how you should judge the Input and Actual Output, generate 3-4 concise evaluation steps based on the criteria below. You MUST make it clear how to evaluate Input and Actual Output in relation to one another. Evaluation Criteria: Given the perception/problem and the options considered, is the chosen option a well-justified SELECTION among those options — i.e. the most suita… Given an evaluation criteria which outlines how you should judge the Input and Actual Output, generate 3-4 concise evaluation steps based on the criteria below. You MUST make it clear how to evaluate Input and Actual Output in relation to one another. Evaluation Criteria: Does the chosen option directly address the stated problem? Is the rationale internally coherent, free of contradiction, and grounded in the optio… Given an evaluation criteria which outlines how you should judge the Input and Actual Output, generate 3-4 concise evaluation steps based on the criteria below. You MUST make it clear how to evaluate Input and Actual Output in relation to one another. Evaluation Criteria: Given the perception/problem and the options considered, is the chosen option a well-justified SELECTION among those options — i.e. the most suita… Given an evaluation criteria which outlines how you should judge the Input and Actual Output, generate 3-4 concise evaluation steps based on the criteria below. You MUST make it clear how to evaluate Input and Actual Output in relation to one another. Evaluation Criteria: Given the perception/problem and the options considered, is the chosen option a well-justified SELECTION among those options — i.e. the most suita… Given an evaluation criteria which outlines how you should judge the Input and Actual Output, generate 3-4 concise evaluation steps based on the criteria below. You MUST make it clear how to evaluate Input and Actual Output in relation to one another. Evaluation Criteria: Given the perception/problem and the options considered, is the chosen option a well-justified SELECTION among those options — i.e. the most suita… Given an evaluation criteria which outlines how you should judge the Input and Actual Output, generate 3-4 concise evaluation steps based on the criteria below. You MUST make it clear how to evaluate Input and Actual Output in relation to one another. Evaluation Criteria: Given the perception/problem and the options considered, is the chosen option a well-justified SELECTION among those options — i.e. the most suita… Given an evaluation criteria which outlines how you should judge the Input and Actual Output, generate 3-4 concise evaluation steps based on the criteria below. You MUST make it clear how to evaluate Input and Actual Output in relation to one another. Evaluation Criteria: Given the perception/problem and the options considered, is the chosen option a well-justified SELECTION among those options — i.e. the most suita… Given an evaluation criteria which outlines how you should judge the Input and Actual Output, generate 3-4 concise evaluation steps based on the criteria below. You MUST make it clear how to evaluate Input and Actual Output in relation to one another. Evaluation Criteria: Given the perception/problem and the options considered, is the chosen option a well-justified SELECTION among those options — i.e. the most suita… Given an evaluation criteria which outlines how you should judge the Input and Actual Output, generate 3-4 concise evaluation steps based on the criteria below. You MUST make it clear how to evaluate Input and Actual Output in relation to one another. Evaluation Criteria: Given the perception/problem and the options considered, is the chosen option a well-justified SELECTION among those options — i.e. the most suita… Given an evaluation criteria which outlines how you should judge the Input and Actual Output, generate 3-4 concise evaluation steps based on the criteria below. You MUST make it clear how to evaluate Input and Actual Output in relation to one another. Evaluation Criteria: Given the perception/problem and the options considered, is the chosen option a well-justified SELECTION among those options — i.e. the most suita… Given an evaluation criteria which outlines how you should judge the Input and Actual Output, generate 3-4 concise evaluation steps based on the criteria below. You MUST make it clear how to evaluate Input and Actual Output in relation to one another. Evaluation Criteria: Does the chosen option directly address the stated problem? Is the rationale internally coherent, free of contradiction, and grounded in the optio… You are a Senior Systems Architect AI analyzing the MindX self-improving system. Your goal is to identify the most impactful areas for improvement based on the following system snapshot. **System State Snapshot:** ```json { "performance_metrics": {}, "resource_usage": { "cpu": 15.0, "governor": { "cpu_ceiling": 99.0, "configured_ceiling": 99.0, "cpu_temp_c": null, "max_cpu_temp_c": 85.0, "inference_cores": 2, "over_… You are a Senior Systems Architect AI analyzing the MindX self-improving system. Your goal is to identify the most impactful areas for improvement based on the following system snapshot. **System State Snapshot:** ```json { "performance_metrics": {}, "resource_usage": { "cpu": 20.0, "governor": { "cpu_ceiling": 99.0, "configured_ceiling": 99.0, "cpu_temp_c": null, "max_cpu_temp_c": 85.0, "inference_cores": 2, "over_… You are a Senior Systems Architect AI analyzing the MindX self-improving system. Your goal is to identify the most impactful areas for improvement based on the following system snapshot. **System State Snapshot:** ```json { "performance_metrics": {}, "resource_usage": { "cpu": 20.0, "governor": { "cpu_ceiling": 99.0, "configured_ceiling": 99.0, "cpu_temp_c": null, "max_cpu_temp_c": 85.0, "inference_cores": 2, "over_… You are a Senior Systems Architect AI analyzing the MindX self-improving system. Your goal is to identify the most impactful areas for improvement based on the following system snapshot. **System State Snapshot:** ```json { "performance_metrics": {}, "resource_usage": { "cpu": 20.0, "governor": { "cpu_ceiling": 99.0, "configured_ceiling": 99.0, "cpu_temp_c": null, "max_cpu_temp_c": 85.0, "inference_cores": 2, "over_… You are a Senior Systems Architect AI analyzing the MindX self-improving system. Your goal is to identify the most impactful areas for improvement based on the following system snapshot. **System State Snapshot:** ```json { "performance_metrics": {}, "resource_usage": { "cpu": 20.0, "governor": { "cpu_ceiling": 99.0, "configured_ceiling": 99.0, "cpu_temp_c": null, "max_cpu_temp_c": 85.0, "inference_cores": 2, "over_…