Generate complete, production-ready full-stack applications from a single prompt. Scaffolds projects with the right framework, database schema, API layer, frontend components, authentication, and deployment config. Covers Vite + React, Next.js, Express + React, static sites, and monorepo setups. Use when building a new application from scratch or scaffolding a major feature.
Set up a ragnarok development environment — checks Python 3.11+, installs via uv or pip with cloud extras, and verifies with doctor. Use when someone is onboarding, setting up a fresh clone, or troubleshooting their environment.
Instructions for creating a new Agent Provider NuGet package for AgentFrameworkToolkit
Build production Python applications — FastAPI/Flask backends, async processing, data engineering with pandas, scripting automation, CLI tools with Typer, testing with pytest, type hints, virtual environments, and package management. Use when building Python backends, data pipelines, scripts, or CLI tools.
Create install.md files optimized for AI agent execution. Use for ANY question about install.md files or request to create/review installation documentation for autonomous agent use.
AI orchestration and task management platform. Use this skill when working in a Fulcrum task worktree, managing tasks/projects, querying task lists (overdue, by status, by tag), checking task details, or interacting with the Fulcrum server. Triggers: "fulcrum tasks", "list tasks", "overdue tasks", "task status", "my tasks", "what tasks".
Simplifies code for clarity and maintainability while preserving exact behavior. Focuses on recently modified code. Use when user says "simplify", "simplify code", "make this simpler", "clean up", or "refactor for clarity".
Refactor code to reduce complexity and duplication without changing behavior.
Rapidly onboard to pyfoma core internals (regex compiler + FST algorithms), make safe code changes, and avoid common semantic and performance regressions in fst.py, regexparse.py, atomic.py, algorithms.py, paradigm.py, and partition_refinement.py.
Generate a changelog and suggest a new version number based on git commits since the last version. Use when the user asks to generate a changelog, create a new version, or prepare a release. Optionally accepts a version number argument (e.g., `/prepare-release 2.1.0`).
Migrate an existing mcp-ts-template fork to use @cyanheads/mcp-ts-core as a package dependency. Use when a project was cloned/forked from github.com/cyanheads/mcp-ts-template and carries framework source code in its own src/ — this skill rewrites those internal imports to package subpath imports and removes the bundled framework files.
Update CDN module version for session-replay dependencies. Takes a version number as argument (e.g., `/update-cdn v2.7.0`). Updates CDN URLs in cdn-module.ts, picker.ts, picker-cdn.d.ts, cdn-module-types.d.ts, temporarily disables webpack frozen flag, runs build, then restores frozen flag and cleans up webpack.lock files.
Create production-ready GitHub Actions workflows for automated testing, building, and deploying applications. Use when setting up CI/CD with GitHub Actions, automating development workflows, or creating reusable workflow templates.
Spawn and manage parallel Claude workers for software development. Use for parallel feature development, multi-agent coordination, or autonomous project execution.
Create implementation plans for backend API endpoints and frontend features following RAPID layered architecture (domain/usecase/routes pattern, SWR hooks, feature-based organization). Use when adding or modifying backend APIs, frontend components, database schemas, or repository implementations. Also use for refactoring backend/frontend code.
Optimize transformer attention with Flash Attention — 2-4x speedup, 10-20x memory reduction for long sequences on CUDA GPUs.
Add a new voice handler or feature to the voice module
Define development specifications for Spring Boot monolithic projects, supporting multiple technology stack configurations.
基于若依(RuoYi)框架规范生成 CRUD 代码。当用户需要为数据表生成后端Java代码（实体类、Mapper、Service、Controller）、 前端Vue代码（列表页、API封装）、MyBatis XML映射文件或菜单初始化SQL时使用此技能。 适用于: 创建新模块、添加业务功能、根据表结构生成代码等场景。
Use this skill whenever the user wants to build new Venus EVM UI from a Figma design or feature description. Converts Figma mockups into production-ready React + TypeScript components for this project (apps/evm) while following the design system. **IMPORTANT: This skill does NOT use worktrees - all code is written directly to the current branch.**
Initialize and run the full automated analysis pipeline from analysis question to final documentation
