Skymel ADK (Agent Development Kit)

Overview Socials: Skymel ADK lets you build AI agents by describing them in plain English in five minutes. The platform generates custom execution workflows, selects models and tools as needed, automatically handles errors, and continuously optimizes performance. Skymel ADK utilizes a multi-component reasoning engine, cross-validating reasoning steps with Multi-LLM cores, while employing traditional AI models as guardrails (for example, tool selection is carried out by a classifier). This improves upon Single LLM agentic brains by reducing hallucinations, goal drift, and increasing agentic workflow completion rates. Agent configuration utilizes simple JSON to define the agent's purpose, tools (if any), and constraints. The platform handles workflow generation, model routing, and fallback management without requiring dev involvement at all. Built-in monitoring provides step-level logs, cost tracking, and automatic budget controls. Additionally, the multi-component reasoning engine learns from every execution, improving decision-making over time based on real outcomes. The system goes beyond neurosymbolic approaches with true multi-component reasoning that adapts to new situations.