一键导入
一键导入
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Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks.
基于RFM模型和回归算法的客户生命周期价值(LTV)预测分析工具,支持电商和零售业务的客户价值预测。使用时需要客户交易数据、订单历史或消费记录,自动进行RFM特征工程、回归建模和价值预测。
智能推荐系统分析工具,提供多种推荐算法实现、评估框架和可视化分析。使用时需要用户行为数据、商品信息或评分数据,支持协同过滤、矩阵分解等推荐算法,生成个性化推荐结果和评估报告。
Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks
Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks.
| name | development-environment |
| description | IDE setup, dev containers, and local development tools |
| domain | tools-integrations |
| version | 1.0.0 |
| tags | ["vscode","devcontainers","docker","dotfiles","terminal"] |
| triggers | {"keywords":{"primary":["vscode","ide","devcontainer","docker","dotfiles","terminal","setup"],"secondary":["extension","config","workspace","neovim","vim","tmux","zsh"]},"context_boost":["development","local","environment","tooling"],"context_penalty":["production","deploy","cloud"],"priority":"medium"} |
Setting up efficient development environments with modern tools, containers, and automation.
// .vscode/settings.json
{
// Editor
"editor.fontSize": 14,
"editor.fontFamily": "'JetBrains Mono', 'Fira Code', monospace",
"editor.fontLigatures": true,
"editor.tabSize": 2,
"editor.insertSpaces": true,
"editor.formatOnSave": true,
"editor.defaultFormatter": "esbenp.prettier-vscode",
"editor.codeActionsOnSave": {
"source.fixAll.eslint": "explicit",
"source.organizeImports": "explicit"
},
"editor.rulers": [80, 120],
"editor.minimap.enabled": false,
"editor.bracketPairColorization.enabled": true,
"editor.guides.bracketPairs": true,
"editor.inlineSuggest.enabled": true,
// Files
"files.autoSave": "onFocusChange",
"files.trimTrailingWhitespace": true,
"files.insertFinalNewline": true,
"files.exclude": {
"**/.git": true,
"**/node_modules": true,
"**/.DS_Store": true,
"**/coverage": true,
"**/dist": true
},
// Terminal
"terminal.integrated.fontSize": 13,
"terminal.integrated.fontFamily": "'JetBrains Mono', monospace",
"terminal.integrated.defaultProfile.osx": "zsh",
// TypeScript
"typescript.preferences.importModuleSpecifier": "relative",
"typescript.updateImportsOnFileMove.enabled": "always",
"typescript.suggest.autoImports": true,
// Prettier
"[typescript]": {
"editor.defaultFormatter": "esbenp.prettier-vscode"
},
"[javascript]": {
"editor.defaultFormatter": "esbenp.prettier-vscode"
},
"[json]": {
"editor.defaultFormatter": "esbenp.prettier-vscode"
},
// Git
"git.autofetch": true,
"git.confirmSync": false,
"git.enableSmartCommit": true
}
// .vscode/extensions.json
{
"recommendations": [
// Essential
"esbenp.prettier-vscode",
"dbaeumer.vscode-eslint",
"ms-vscode.vscode-typescript-next",
// Git
"eamodio.gitlens",
"mhutchie.git-graph",
// Development
"ms-vscode-remote.remote-containers",
"ms-vscode.live-server",
"bradlc.vscode-tailwindcss",
// Testing
"vitest.explorer",
"ms-playwright.playwright",
// Productivity
"usernamehw.errorlens",
"streetsidesoftware.code-spell-checker",
"christian-kohler.path-intellisense",
"formulahendry.auto-rename-tag",
// Themes
"GitHub.github-vscode-theme",
"PKief.material-icon-theme"
]
}
// .vscode/tasks.json
{
"version": "2.0.0",
"tasks": [
{
"label": "dev",
"type": "npm",
"script": "dev",
"problemMatcher": [],
"isBackground": true,
"presentation": {
"reveal": "always",
"panel": "new"
}
},
{
"label": "build",
"type": "npm",
"script": "build",
"group": {
"kind": "build",
"isDefault": true
},
"problemMatcher": ["$tsc"]
},
{
"label": "test",
"type": "npm",
"script": "test",
"group": {
"kind": "test",
"isDefault": true
}
}
]
}
// .vscode/launch.json
{
"version": "0.2.0",
"configurations": [
{
"name": "Debug Current File",
"type": "node",
"request": "launch",
"program": "${file}",
"runtimeArgs": ["--loader", "tsx"],
"console": "integratedTerminal",
"internalConsoleOptions": "neverOpen"
},
{
"name": "Debug Jest Tests",
"type": "node",
"request": "launch",
"runtimeExecutable": "npm",
"runtimeArgs": ["test", "--", "--runInBand"],
"console": "integratedTerminal"
},
{
"name": "Attach to Process",
"type": "node",
"request": "attach",
"port": 9229
},
{
"name": "Debug Next.js",
"type": "node",
"request": "launch",
"runtimeExecutable": "npm",
"runtimeArgs": ["run", "dev"],
"console": "integratedTerminal",
"serverReadyAction": {
"pattern": "started server on .+, url: (https?://.+)",
"uriFormat": "%s",
"action": "debugWithChrome"
}
}
]
}
// .devcontainer/devcontainer.json
{
"name": "Node.js Development",
"image": "mcr.microsoft.com/devcontainers/typescript-node:20",
// Features to add
"features": {
"ghcr.io/devcontainers/features/github-cli:1": {},
"ghcr.io/devcontainers/features/docker-in-docker:2": {},
"ghcr.io/devcontainers/features/aws-cli:1": {}
},
// Ports to forward
"forwardPorts": [3000, 5432, 6379],
// Post-create commands
"postCreateCommand": "npm install",
// VS Code customizations
"customizations": {
"vscode": {
"settings": {
"terminal.integrated.defaultProfile.linux": "zsh"
},
"extensions": [
"esbenp.prettier-vscode",
"dbaeumer.vscode-eslint"
]
}
},
// Mount points
"mounts": [
"source=${localEnv:HOME}/.ssh,target=/home/node/.ssh,type=bind,consistency=cached"
],
// Environment variables
"containerEnv": {
"NODE_ENV": "development"
},
// Run as non-root user
"remoteUser": "node"
}
// .devcontainer/devcontainer.json
{
"name": "Full Stack Development",
"dockerComposeFile": "docker-compose.yml",
"service": "app",
"workspaceFolder": "/workspace",
"features": {
"ghcr.io/devcontainers/features/github-cli:1": {}
},
"forwardPorts": [3000, 5432, 6379],
"postCreateCommand": "npm install",
"customizations": {
"vscode": {
"extensions": [
"esbenp.prettier-vscode",
"dbaeumer.vscode-eslint",
"prisma.prisma"
]
}
}
}
# .devcontainer/docker-compose.yml
version: '3.8'
services:
app:
build:
context: .
dockerfile: Dockerfile
volumes:
- ..:/workspace:cached
- node_modules:/workspace/node_modules
environment:
- DATABASE_URL=postgresql://postgres:postgres@db:5432/dev
- REDIS_URL=redis://cache:6379
depends_on:
- db
- cache
db:
image: postgres:15-alpine
volumes:
- postgres_data:/var/lib/postgresql/data
environment:
- POSTGRES_USER=postgres
- POSTGRES_PASSWORD=postgres
- POSTGRES_DB=dev
cache:
image: redis:7-alpine
volumes:
- redis_data:/data
volumes:
node_modules:
postgres_data:
redis_data:
# .devcontainer/Dockerfile
FROM mcr.microsoft.com/devcontainers/typescript-node:20
# Install additional tools
RUN apt-get update && apt-get install -y \
postgresql-client \
&& rm -rf /var/lib/apt/lists/*
# Install global npm packages
RUN npm install -g prisma tsx
# Set up zsh
RUN sh -c "$(curl -fsSL https://raw.github.com/ohmyzsh/ohmyzsh/master/tools/install.sh)"
USER node
# ~/.zshrc
# Oh My Zsh
export ZSH="$HOME/.oh-my-zsh"
ZSH_THEME="robbyrussell"
plugins=(
git
docker
docker-compose
npm
node
z
zsh-autosuggestions
zsh-syntax-highlighting
)
source $ZSH/oh-my-zsh.sh
# Aliases
alias ll='ls -la'
alias g='git'
alias gst='git status'
alias gco='git checkout'
alias gp='git push'
alias gl='git pull'
alias gc='git commit'
alias gd='git diff'
alias glog='git log --oneline --graph --all'
alias d='docker'
alias dc='docker-compose'
alias dps='docker ps'
alias dcu='docker-compose up -d'
alias dcd='docker-compose down'
alias nr='npm run'
alias nrd='npm run dev'
alias nrb='npm run build'
alias nrt='npm run test'
# Functions
mkcd() { mkdir -p "$1" && cd "$1"; }
# Node version manager
export NVM_DIR="$HOME/.nvm"
[ -s "$NVM_DIR/nvm.sh" ] && \. "$NVM_DIR/nvm.sh"
# Auto-switch node version
autoload -U add-zsh-hook
load-nvmrc() {
local nvmrc_path="$(nvm_find_nvmrc)"
if [ -n "$nvmrc_path" ]; then
local nvmrc_node_version=$(nvm version "$(cat "${nvmrc_path}")")
if [ "$nvmrc_node_version" = "N/A" ]; then
nvm install
elif [ "$nvmrc_node_version" != "$(nvm version)" ]; then
nvm use
fi
fi
}
add-zsh-hook chpwd load-nvmrc
load-nvmrc
# ~/.config/starship.toml
format = """
$directory\
$git_branch\
$git_status\
$nodejs\
$python\
$rust\
$docker_context\
$line_break\
$character"""
[directory]
truncation_length = 3
truncate_to_repo = true
[git_branch]
symbol = "🌱 "
format = "[$symbol$branch]($style) "
[git_status]
format = '([$all_status$ahead_behind]($style) )'
conflicted = "⚔️"
ahead = "⬆️${count}"
behind = "⬇️${count}"
diverged = "⬆️${ahead_count}⬇️${behind_count}"
untracked = "📁"
stashed = "📦"
modified = "📝"
staged = "✅"
deleted = "🗑️"
[nodejs]
format = "[$symbol($version )]($style)"
symbol = "⬢ "
[python]
format = "[$symbol($version )]($style)"
symbol = "🐍 "
[rust]
format = "[$symbol($version )]($style)"
symbol = "🦀 "
[docker_context]
format = "[$symbol$context]($style) "
symbol = "🐳 "
[character]
success_symbol = "[❯](bold green)"
error_symbol = "[❯](bold red)"
# Initialize dotfiles repo
mkdir ~/.dotfiles
cd ~/.dotfiles
git init
# Structure
~/.dotfiles/
├── .gitconfig
├── .zshrc
├── .vimrc
├── install.sh
├── macos/
│ └── defaults.sh
├── vscode/
│ ├── settings.json
│ └── keybindings.json
└── config/
└── starship.toml
#!/bin/bash
# install.sh
# Create symlinks
ln -sf ~/.dotfiles/.zshrc ~/.zshrc
ln -sf ~/.dotfiles/.gitconfig ~/.gitconfig
ln -sf ~/.dotfiles/config/starship.toml ~/.config/starship.toml
# VS Code settings
ln -sf ~/.dotfiles/vscode/settings.json \
~/Library/Application\ Support/Code/User/settings.json
# Install Homebrew packages
if [[ "$OSTYPE" == "darwin"* ]]; then
/bin/bash -c "$(curl -fsSL https://raw.githubusercontent.com/Homebrew/install/HEAD/install.sh)"
brew bundle --file=~/.dotfiles/Brewfile
fi
# Install Oh My Zsh
sh -c "$(curl -fsSL https://raw.github.com/ohmyzsh/ohmyzsh/master/tools/install.sh)"
# Install Starship
curl -sS https://starship.rs/install.sh | sh
echo "Dotfiles installed!"
# Brewfile
# CLI tools
brew "git"
brew "gh"
brew "node"
brew "python"
brew "rust"
brew "go"
brew "jq"
brew "ripgrep"
brew "fd"
brew "bat"
brew "exa"
brew "fzf"
brew "starship"
brew "zoxide"
# Development
brew "docker"
brew "docker-compose"
brew "postgresql@15"
brew "redis"
# Applications
cask "visual-studio-code"
cask "iterm2"
cask "docker"
cask "postman"
cask "figma"
cask "slack"
cask "notion"
# .env.example
# Database
DATABASE_URL=postgresql://user:pass@localhost:5432/myapp
# Redis
REDIS_URL=redis://localhost:6379
# Auth
JWT_SECRET=your-secret-key
SESSION_SECRET=another-secret
# External APIs
STRIPE_SECRET_KEY=sk_test_...
SENDGRID_API_KEY=SG....
# Feature Flags
ENABLE_NEW_CHECKOUT=false
// env.ts - Type-safe environment variables
import { z } from 'zod';
const envSchema = z.object({
DATABASE_URL: z.string().url(),
REDIS_URL: z.string().url(),
JWT_SECRET: z.string().min(32),
NODE_ENV: z.enum(['development', 'test', 'production']).default('development'),
PORT: z.coerce.number().default(3000),
});
export const env = envSchema.parse(process.env);