CrewAI multi-agent orchestration setup for collaborative AI systems

Guardrails AI validation framework setup for LLM applications. Implement input/output validation, safety checks, and structured output enforcement.

LlamaIndex agent and query engine setup for RAG-powered agents

Redis backend for conversation state persistence and caching

Manage and generate competitive programming templates

Automated Big-O complexity analysis of code and algorithms. Performs static analysis of loop structures, recursive call trees, space complexity estimation, and amortized analysis with detailed derivation documents.

Curated bank of interview problems organized by company, pattern, and difficulty. Provides problem recommendations, coverage tracking, weak area identification, and premium problem alternatives for FAANG interview preparation.

Generate comprehensive test cases including edge cases, stress tests, and counter-examples for algorithm correctness verification. Supports random generation, constraint-based generation, and brute force oracle comparison.

Generate BATS test structure and fixtures for shell script testing with setup/teardown, assertions, and mocking.

Create consistent chalk-based color and styling system for CLI output with themes, semantic colors, and formatting utilities.

Configure cli-progress with custom formatters, multi-bar support, and ETA calculations for CLI progress indication.

Generate Click-based Python CLI applications with decorators, groups, context, and modern Python patterns. Creates complete scaffolded CLI with proper project structure.

Generate Cobra/Viper-based Go CLI applications with persistent flags, subcommands, and configuration management. Creates production-ready Go CLI with modern patterns.

Generate Commander.js CLI project structure with TypeScript, commands, options, and best practices. Creates a complete scaffolded CLI application ready for development.

Generate Zod/JSON Schema configuration validators with defaults and error messages.

Generate environment variable to CLI argument mapping with prefix support, type conversion, and fallback chains for configuration.

Set up MCP Inspector for debugging and testing MCP servers with request logging, response inspection, and protocol validation.

Bootstrap MCP server with Python SDK, transport configuration, tool/resource handlers, and proper project structure.

Integrate ora spinners with consistent styling, promise handling, and status updates for CLI progress feedback.

Configure PyInstaller for Python binary builds with spec files and bundling options.

Generate shell completion scripts for bash, zsh, and fish from CLI command definitions. Creates intelligent completions with argument suggestions, file completions, and dynamic values.

Set up Viper for Go configuration management with file, env, and flag binding.

Generate characterization tests to capture and verify existing behavior before migration

Execute automated AST-based code transformations for large-scale refactoring and migration

Check codebase compatibility with target framework versions and generate migration paths

Extract tribal knowledge from code, documentation, and commit history to preserve institutional memory

Generate OpenAPI specifications from code or legacy APIs with schema inference and documentation

Deep static analysis of codebases for quality, complexity, and migration readiness assessment

Measure, categorize, and prioritize technical debt for migration planning and remediation

Security vulnerability scanning for dependencies and code, with CVE database checking and risk assessment

Expert usage of Foundry (Forge, Cast, Anvil, Chisel) for smart contract development, testing, and deployment. Includes fuzzing, gas reporting, local development, and deployment scripting capabilities.

Advanced gas optimization techniques for EVM smart contracts. Covers storage packing, memory vs calldata optimization, assembly/Yul, efficient data structures, batch operations, and benchmark-driven optimization strategies.

Expert integration with Slither static analyzer for smart contract vulnerability detection, code quality analysis, and security reporting. Supports all Slither detectors and custom analysis configurations.

Analyzes and optimizes SQL queries across different data warehouse platforms (Snowflake, BigQuery, Redshift, Databricks) with platform-specific recommendations.

ML-specific testing skill using pytest with fixtures for data, models, and predictions.

Profile Electron app memory usage, detect leaks, analyze renderer process memory, and optimize memory consumption

Implement GDPR-compliant consent management for desktop applications

Generate entitlements.plist with appropriate sandbox capabilities for macOS applications

Detect memory leaks in desktop applications through heap analysis and object tracking

Configure Playwright for comprehensive Electron application testing including E2E tests, visual regression, accessibility audits, and cross-platform test matrices

Generate CMake-based Qt project with proper module dependencies, cross-compilation support, and modern Qt6 configuration

Generate Qt Test fixtures with mock QObject signals and slots, data-driven tests, and GUI testing setup

Configure Sentry for comprehensive desktop application crash reporting, error monitoring, performance tracking, and release health for Electron and native desktop apps

Multi-platform CI/CD pipeline expertise. Generate GitHub Actions, GitLab CI, Jenkins, and Azure Pipelines configurations. Analyze failures, optimize execution time, validate syntax, and configure matrix builds and caching strategies.

Generates DrawIO XML diagrams for Amazon Web Services architectures from text descriptions or images. Analyzes existing .drawio files to extract AWS components. Use for AWS architecture diagrams, cloud infrastructure documentation, or when converting AWS diagram images to editable DrawIO format.

Generates DrawIO XML diagrams for Google Cloud Platform architectures from text descriptions or images. Analyzes existing .drawio files to extract GCP components. Use for GCP architecture diagrams, cloud infrastructure documentation, or when converting GCP diagram images to editable DrawIO format.

Expert Helm chart development and management skill for Kubernetes package management

Expert skill for Prometheus metrics and Grafana dashboards. Write and validate PromQL queries, generate Grafana dashboard JSON, create alerting and recording rules, analyze metric cardinality, and debug scrape configurations.

Service mesh configuration and operations expertise for Istio, Linkerd, and Consul Connect

Automated calculation of business case financial metrics including NPV, IRR, ROI, and TCO