Discover Databases skills, compare source repositories and read the instructions for each workflow.
Implement agent evaluation and safety gates using MLflow 3.x. Use for creating LLM-as-Judge scorers, evaluation datasets, quality gates, tracing, and continuous evaluation. Triggers on "evaluate agent", "MLflow...
Implement multi-tenant PostgreSQL database layer with row-level security. Use for database schema design, tenant isolation, migrations, connection pooling, and data access patterns. Triggers on "database schema...
Implement Agent-to-Agent (A2A) protocol for inter-agent communication. Use for agent discovery, agent cards, task delegation, and multi-agent orchestration. Triggers on "A2A protocol", "agent-to-agent", "agent...
Deploy serverless workloads with Knative Serving for scale-to-zero and autoscaling. Use for creating Knative Services, configuring autoscaling, traffic splitting, and revisions. Triggers on "knative service", "...
Guide for creating effective Claude Skills for the AgentStack Sovereign Platform. Use this skill when creating new skills, updating existing skills, or learning skill design patterns. Triggers on requests like...
Build the AgentStack API Gateway in Go with Fiber/Chi. Use for creating REST API endpoints, HTTP handlers, middleware, request validation, and API routing. Triggers on "build API", "create endpoint", "HTTP hand...
Build CLI tools using Go with Cobra and Viper. Use for implementing agentctl commands, interactive prompts, configuration management, and output formatting. Triggers on "CLI", "agentctl", "command line", "cobra...
Implement OpenTelemetry-based observability for traces, metrics, and logs. Use for distributed tracing, Prometheus metrics, structured logging, and agent monitoring. Triggers on "OpenTelemetry", "OTEL", "tracin...
Use this skill when writing Ruby code following the RuboCop Community Ruby Style Guide. Provides comprehensive guidance on idiomatic Ruby patterns, method design, class structure, collections, strings, exceptio...
Use this skill when writing Python code following PEP 8 and modern Python best practices. Provides comprehensive guidance on code layout, naming conventions, EAFP philosophy, type hints, exception handling, and...
Analyzes ICU clinical data using the Common Longitudinal ICU data Format (CLIF) and clifpy Python library. Loads and filters CLIF tables (vitals, labs, medications, respiratory support, microbiology) by hospita...
Create and manage data pipelines using the FlowerPower framework with Hamilton DAGs and uv. Use when users request creating flowerpower projects, pipelines, Hamilton dataflows, or ask about flowerpower configur...
This skill should be used when generating AI image assets for websites, landing pages, or applications. It automatically analyzes page requirements, generates images using Gemini API, removes backgrounds, conve...
Analyzes project structure, technology stack, patterns, and conventions. Use when starting development tasks, reviewing code, or understanding an existing codebase.
Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow help...
A skill that conducts research on relevant technologies, libraries, or existing code to gather information that informs design and implementation decisions
Creates structured implementation plans from design documents, breaking down complex designs into incremental, test-driven development steps following YAGNI, TDD, SOLID and DRY principles
A skill that guides one through the process of transforming a rough idea into a detailed set of requirements specifications to create software by systematically refining one's idea through a set of questions
A skill that creates comprehensive design documents based on requirements and research findings, transforming specifications into detailed technical designs ready for implementation
A simple test skill to verify the Q CLI skills system works
Creates comprehensive implementation guides for individual steps from implementation plans, breaking down complex steps into granular tasks with clear acceptance criteria and developer context
Guide AI agents through Specification-Driven Development (SDD) + Test-Driven Development (TDD) integrated workflow. Use when implementing complex features, making architectural decisions, or conducting large-sc...
This skill provides guidance on applying SOLID, DRY, KISS, YAGNI, and TDD principles to the ai-cli-syncer Rust project. Should be invoked when planning features, implementing code, reviewing changes, or refacto...
Apply consistent documentation standards and style guidelines when creating, reviewing, or improving project documentation (README, architecture docs, guides, references). This skill should be used when writing...
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.