Skill UI

Guides senior data scientists through designing controlled experiments, engineering structured features, training ML models, and translating results into decisions using Python, R, SQL, and tools like Scikit-learn, XGBoost, and MLflow.

This comprehensive toolkit provides end-to-end DevOps automation capabilities. It scaffolds CI/CD pipelines (GitHub Actions, CircleCI), generates robust Infrastructure as Code (IaC) modules using Terraform for major clouds (AWS, GCP, Azure), and manages complex Kubernetes deployments (Blue/Green, Rolling). Ideal for automating infrastructure setup, application deployment, and drift management in multi-cloud environments.

A comprehensive toolkit for the full software development lifecycle. It guides stack selection using a detailed decision engine, automatically scaffolds complex boilerplate projects across multiple popular stacks (Next.js, MERN, FastAPI, Django), and provides deep code quality analysis. Features include security vulnerability detection, complexity scoring, and dependency auditing, ensuring high-quality development from the start.

A comprehensive, model-agnostic toolkit for advanced LLM development. It enables iterative prompt optimization through static analysis (token usage, clarity), measures critical RAG metrics (relevance, faithfulness, coverage), and validates complex agent workflows and configurations. Essential for rigorous LLM quality assurance and cost management.

A comprehensive toolkit for ensuring code quality in modern React and Next.js applications. It automatically generates unit test stubs using Jest and React Testing Library, scaffolds Playwright E2E tests for entire application routes, and analyzes coverage reports to identify crucial testing gaps. Ideal for developers looking to establish, improve, and maintain robust, enterprise-grade test suites.

Provides a Senior SecOps engineer toolkit for running SAST/DAST, dependency CVE scans, policy checks, and compliance automation (SOC2/PCI-DSS/HIPAA/GDPR) during audits, CVE response, or CI/CD hardening.

Automates Sensibo climate control via Composio's Rube MCP connectors, guiding through tool discovery, connection checks, and multi-step execution while handling sessions, schema compliance, and pagination for reliable workflows.

Automates Sentry monitoring workflows through Composio’s Rube MCP by orchestrating issue investigation, project issue management, alert rule configuration, release tracking, and organizational monitoring.

Automates Seqera tasks by orchestrating Composio’s toolkit through Rube MCP, guiding tool discovery, connection validation, and schema-compliant execution for dependable workflow runs.

Guides automation of Serpdog tasks via Composio’s Rube MCP toolkit, covering connection setup, tooling discovery, schema checks, session reuse, and execution best practices for reliable workflows.

Automates Serply workflows by orchestrating Composio’s Serply toolkit through Rube MCP, emphasizing tool discovery, connection checks, schema-compliant execution, and session reuse for reliable operations.

Automates Servicem8 operations through Composio's toolkit by interacting with Rube MCP endpoints, guiding tool discovery, connection checks, and multi-tool execution while emphasizing schema compliance and session reuse.