持續整合/部署

로컬 AI CLI에 작업을 아웃소싱할 때 자동 활성화. Use when the task is complex, requires specialized AI capabilities, or benefits from distributing work to different AI models

Specialized agent for code review, debugging critique, and quality assessment

Integrate React+Vite web apps with bodhi-js-sdk for local LLM integration. Use when user asks to: "integrate bodhi", "add bodhi sdk", "connect to bodhi", "setup bodhi provider", "bodhi react integration", "deploy bodhi to github pages", or troubleshoot bodhi-js-sdk connection/auth issues.

Standardized camera movement vocabulary for Veo 3 video generation. Use when creating video prompts that require specific camera movements, cinematography terminology, or when validating camera movement specifications. Provides authoritative reference for 50+ camera movements (Dolly, Arc, Crane, FPV Drone, Whip Pan, etc.) to ensure consistent, production-ready terminology.

Generate validated stakeholder personas using the Vianeo Business Validation framework. This skill routes to Strategic Persona Builder with Vianeo framework support. Produces evidence-backed personas for partners, innovators, stakeholders, and beneficiaries with dual outputs (strategic + platform-ready).

Guide for creating effective skills that extend Claude capabilities with specialized knowledge, workflows, or tool integrations. Use when users want to create or update a skill. Follows progressive disclosure (metadata → SKILL.md → bundled resources) and provides 6-step creation process.

Power spectrum analysis for frequency domain insights and periodicity detection

Expert in merging financial data of different frequencies (daily, monthly, quarterly, annual). Use when students need to combine datasets with mismatched time intervals, such as merging daily prices with quarterly fundamentals, or monthly returns with annual financial statements.

Deploy current develop branch to production. Use when user says /deploy, "deploy to production", "push to heroku", "release to production", "deploy changes", "ship it", or "release changes". Commits changes, pushes develop, merges to main, creates version tag, pushes to GitHub and Heroku, then returns to develop branch.

Set up synthetic monitoring with Lighthouse CI and Playwright. Use when implementing automated performance testing, CI/CD performance gates, or proactive monitoring.

Data engineering, ETL pipelines, data warehousing, and analytics. Master data infrastructure and pipeline design.

Use when reviewing code or PRs in the llama-stack repository (llamastack/llama-stack on GitHub). Provides specialized knowledge about Llama Stack's architecture, testing patterns (recordings folders), backward compatibility requirements, distributed system considerations, and code review focus areas specific to this project.

Efficiently research topics using parallel agents via Contextune's /ctx:research command. Use when users ask to research, investigate, find information about topics, compare options, or evaluate libraries/tools. Activate for questions like "research best X", "what's the best library for Y", or "investigate Z".

Create professional resumes using first-principles thinking, Google XYZ format, company research, LaTeX Harvard-style formatting, and iterative visual refinement. Use when the user wants to create, update, or optimize a resume/CV for a specific job, company, or career goal.

Standards for writing clear, concise git commit messages. Use when creating commits, reviewing commit history, or establishing git workflow conventions.

Configure WaveCap hallucination detection and prevention. Use when Whisper outputs gibberish, repeated phrases, or phantom text on silent audio.

Provides foundational CSS design tokens (custom properties) for typography, spacing, colors, borders, z-index, and transitions. Use when setting up a base token system for a web project.

Write consistent, maintainable CSS using the project's methodology (Tailwind, BEM, CSS Modules) with proper design tokens and performance optimization. Use this skill when writing or modifying styles, CSS classes, Tailwind utilities, or styling-related code. When working on files like *.css, *.scss, *.module.css, tailwind.config.js, or components with inline/utility styles. When applying design system tokens (colors, spacing, typography), avoiding framework style overrides, or optimizing CSS for production with purging/tree-shaking.

Builds AI agents using OpenAI Agents SDK with async/await patterns and multi-agent orchestration.Use when creating tutoring agents, building agent handoffs, implementing tool-calling agents, or orchestrating multiple specialists.Covers Agent class, Runner patterns, function tools, guardrails, and streaming responses.NOT when using raw OpenAI API without SDK or other agent frameworks like LangChain.

Use when determining animation durations, controlling pacing, establishing rhythm, or making motion feel appropriately weighted and emotionally resonant.