STEPS · 31
Run manually by an operator
▶ Animate flow1 Initialize System → Perception Agent AI Agent runs the AI agent with its attached model, memory and tools 2 Perception Agent → Energy Optimization Agent AI Agent runs the AI agent with its attached model, memory and tools 3 Energy Optimization Agent → Planning Agent AI Agent runs the AI agent with its attached model, memory and tools 4 Planning Agent → Execution Agent AI Agent runs the AI agent with its attached model, memory and tools 5 Execution Agent → Validation Agent AI Agent runs the AI agent with its attached model, memory and tools 6 Validation Agent → Route by Validation Switch routes items to a matching branch 7 Route by Validation → Generate System Report Set Fields maps and normalizes fields for the next step 8 Route by Validation → Recalibration Agent AI Agent runs the AI agent with its attached model, memory and tools 9 Generate System Report → Merge Final Results Merge merges branches back together 10 Recalibration Agent → Send Alert HTTP Request POST <__PLACEHOLDER_VALUE__Alert webhook URL (e.g., https://… 11 Merge Final Results → Final System State Set Fields maps and normalizes fields for the next step 12 Send Alert → Merge Final Results Merge merges branches back together 13 GPT Model - Energy → Energy Optimization Agent OpenAI Model provides the language model (gpt-5-mini) — attached as the language model. 14 Energy Analysis Tool → Energy Optimization Agent Tool Code processes the incoming items — attached as the tool. 15 Energy Analysis Tool → Execution Agent Tool Code processes the incoming items — attached as the tool. 16 Energy Analysis Tool → Recalibration Agent Tool Code processes the incoming items — attached as the tool. 17 Energy Output Parser → Energy Optimization Agent Output Parser parses the model output into structured data — attached as the output parser. 18 GPT Model - Planning → Planning Agent OpenAI Model provides the language model (gpt-5-mini) — attached as the language model. 19 GPT Model - Perception → Perception Agent OpenAI Model provides the language model (gpt-5-mini) — attached as the language model. 20 Planning Output Parser → Planning Agent Output Parser parses the model output into structured data — attached as the output parser. 21 Execution Output Parser → Execution Agent Output Parser parses the model output into structured data — attached as the output parser. 22 Claude Model - Execution → Execution Agent Anthropic Model provides the language model (claude-sonnet-4-6) — attached as the language model. 23 Perception Output Parser → Perception Agent Output Parser parses the model output into structured data — attached as the output parser. 24 Thermodynamic Calculator → Energy Optimization Agent Tool Calculator processes the incoming items — attached as the tool. 25 Thermodynamic Calculator → Planning Agent Tool Calculator processes the incoming items — attached as the tool. 26 Thermodynamic Calculator → Execution Agent Tool Calculator processes the incoming items — attached as the tool. 27 Thermodynamic Calculator → Validation Agent Tool Calculator processes the incoming items — attached as the tool. 28 Thermodynamic Calculator → Recalibration Agent Tool Calculator processes the incoming items — attached as the tool. 29 Validation Output Parser → Validation Agent Output Parser parses the model output into structured data — attached as the output parser. 30 Claude Model - Execution1 → Recalibration Agent Anthropic Model provides the language model (claude-sonnet-4-6) — attached as the language model. 31 Claude Model - Validation → Validation Agent Anthropic Model provides the language model (claude-sonnet-4-6) — attached as the language model.
