skills

Install a skill from a remote git repository into the local .claude/skills/ directory. Use this skill whenever the user wants to install, add, or set up a new skill — e.g., "install the pdf skill", "add the remotion skill", "set up the xlsx skill". Also trigger when users reference installing skills by name or ask how to get a skill.

Analyze Stitch projects and synthesize a semantic design system into DESIGN.md files

Transforms vague UI ideas into polished, Stitch-optimized prompts. Enhances specificity, adds UI/UX keywords, injects design system context, and structures output for better generation results.

Converts Stitch designs into modular Vite and React components using system-level networking and AST-based validation.

Best practices for Remotion - Video creation in React

Expert guidance for integrating and building applications with shadcn/ui components, including component discovery, installation, customization, and best practices.

Unified entry point for Stitch design work. Handles prompt enhancement (UI/UX keywords, atmosphere), design system synthesis (.stitch/DESIGN.md), and high-fidelity screen generation/editing via Stitch MCP.

Teaches agents to iteratively build websites using Stitch with an autonomous baton-passing loop pattern

Clone a git repo and extract specific folders from it using PowerShell 7. Use this skill whenever the user wants to pull specific folders from a GitHub repository, extract parts of a repo, or copy subdirectories from a remote repo into their project.

Upload new or updated skill folders to the remote main branch, triggering the CI/CD pipeline to publish them as dedicated skill branches. Use this skill whenever the user wants to commit and push new or modified skills to the repository.

Clone a git repo and extract specific folders from it using PowerShell 7. Use this skill whenever the user wants to pull specific folders from a GitHub repository, extract parts of a repo, or copy subdirectories from a remote repo into their project.

React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance patterns. Triggers on tasks involving React components, Next.js pages, data fetching, bundle optimization, or performance improvements.

React Native and Expo best practices for building performant mobile apps. Use when building React Native components, optimizing list performance, implementing animations, or working with native modules. Triggers on tasks involving React Native, Expo, mobile performance, or native platform APIs.

Implement spec-driven development (SDD) for any software project. Use this skill whenever the user wants to plan, specify, or systematically build a feature using structured specifications, or when they mention "spec-driven", "spec-kit", "constitution", "feature spec", or want to go from idea to implementation with a structured planning process. Also trigger when the user asks to "specify a feature", "create a plan", "break into tasks", or "analyze consistency" across project artifacts.

Run autonomous AI-driven research experiments that modify training code, train models, evaluate results, and iterate — all without human intervention. Based on Karpathy's autoresearch pattern. WHEN: "autoresearch", "run experiments", "autonomous research", "overnight training", "experiment loop", "try training ideas", "optimize model", "LLM pretraining experiments", "start research loop", "run autoresearch". Use this skill whenever the user wants to set up an autonomous experimentation loop on a machine learning training codebase, even if they don't say 'autoresearch' explicitly.

**WORKFLOW SKILL** — Iteratively improve skill frontmatter compliance using the Ralph loop pattern. WHEN: "run sensei", "sensei help", "improve skill", "fix frontmatter", "skill compliance", "frontmatter audit", "score skill", "check skill quality". Runs scoring checks, validates triggers, and tracks token budgets.

AWS CLI v2 command reference for 190 AWS services. Covers CLI conventions (output formats, --query, pagination, waiters) and per-service references with complete flags, types, defaults, and JSON output schemas. Use for any AWS resource management via the CLI.

Search DuckDB and DuckLake documentation and blog posts. Returns relevant doc chunks for a question or keyword using full-text search against a locally cached index.