Skill UI

Automates AI ML API workflows via Composio’s Rube MCP toolkit by searching available tools, validating the ai_ml_api connection, and executing RUBE_MULTI_EXECUTE_TOOL with schema-compliant arguments while handling sessions, memory, and pagination.

End-to-end MLOps pipeline orchestration guidance covering data preparation, model training, validation, deployment, monitoring, and workflow automation best practices.

Build scalable ML infrastructure and automation pipelines using tools like MLflow, Kubeflow, and cloud platforms. Manage the full MLOps lifecycle from experimentation to production deployment, ensuring reliable and efficient machine learning systems.

Nika is an open-source Rust engine that captures repeatable AI tasks as checkable YAML workflow files. It audits workflows before token spending, enforces strict cost budgets, and executes against local or cloud providers. Ideal for daily digests, ETL, and multi-step pipelines requiring audit trails and deterministic execution without autonomous coding capabilities.