Claude Skills

Prompt design, optimization, few-shot learning, and chain of thought techniques for LLM applications.

Use when building or structuring Python CLI commands with Typer, including commands, options, and multi-command apps.

Extended Linear operations - manage project milestones and download images from issues. Use for project phases (Alpha, Beta, Launch), milestone management, or extracting images/screenshots from issues. Triggers: "show milestones", "create milestone", "update milestone", "project phases", "download images from issue", "get issue images", "extract screenshots".

Retrieval Augmented Generation systems with vector search, document processing, and hybrid retrieval.

Behavioral rules when development keywords detected (implement, build, fix, test, commit) - covers workflow patterns, quality standards, tool optimization, organization protocols

Use after brainstorming to apply vanilla-rails patterns to a feature, producing structured handoff for implementation planning. Invoke with /shape.

Helps design port traits and adapter implementations for external dependencies. Activates when users need to abstract away databases, APIs, or other external systems.

Guides users through migrating to Rust 2024 edition features including let chains, async closures, and improved match ergonomics. Activates when users work with Rust 2024 features or nested control flow.

Reviews Odoo 16.0 code for best practices, security issues, performance problems, and OCA guidelines compliance. This skill should be used when the user requests code review, such as "Review this code" or "Check this module for issues" or "Is this code optimized?" or "Security review needed for this module".

Introduces property-based testing with proptest, helping users find edge cases automatically by testing invariants and properties. Activates when users test algorithms or data structures.

Provides architectural guidance for data lake design including partitioning strategies, storage layout, schema design, and lakehouse patterns. Activates when users discuss data lake architecture, partitioning, or large-scale data organization.

Multi-agent specification review and iteration. Writes specs via spec-writer, reviews with AI personas, and iterates until approved.

Backend and API implementation patterns for scalability, security, and maintainability. Use when building APIs, services, and backend infrastructure.

Testing patterns for unit, integration, and E2E tests. Mock patterns for Supabase, Redis, OpenAI. Use when writing tests or setting up test infrastructure.

This skill should be used when the user asks to "save the ableton project", "save ableton live", "save the current live set", or mentions saving Ableton Live projects to a specific path. Provides automated saving functionality for Ableton Live on macOS using AppleScript.

Transform ideas into detailed implementation specifications. Creates specs with requirements, design, and implementation steps.

Idiomatic Go patterns, best practices, and conventions for building robust, efficient, and maintainable Go applications.

This skill should be used when configuring Supabase Auth for server-side rendering with Next.js App Router, including secure cookie handling, middleware protection, route guards, authentication utilities, and logout flow. Apply when setting up SSR auth, adding protected routes, implementing middleware authentication, configuring secure sessions, or building login/logout flows with Supabase.

Example skill demonstrating the Skills-as-Containers pattern with workflows, assets, and natural language routing. This is a teaching tool showing the complete PAI v1.2.0 architecture. USE WHEN user says 'show me an example', 'demonstrate the pattern', 'how do skills work', 'example skill'