cheat-on-content
给所有想把"感觉"变成可校准预测的内容创作者。**方法论通用**——打分 → 盲预测 → T+3d 复盘 → 进化 rubric 的循环适用任何能被量化(播放 / 阅读 / 收听 / 点击)的内容。**rubric 是循环的内容,不是循环本身**——当前内置一份观点视频 rubric(参考博主 25+…
Guide developers through setting up development environments with proper tools, dependencies, and configurations
$ npx -y skills add LiHongwei-cn/lihongwei-cn --skill environment-setup-guide --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/environment-setup-guideContext preview
The summary Claude sees to decide when to auto-load this skill.
Guide developers through setting up development environments with proper tools, dependencies, and configurations
name: environment-setup-guide description: "Guide developers through setting up development environments with proper tools, dependencies, and configurations" risk: unknown source: community date_added: "2026-02-27"
Help developers set up complete development environments from scratch. This skill provides step-by-step guidance for installing tools, configuring dependencies, setting up environment variables, and verifying the setup works correctly.
I'll help you determine what needs to be installed:
Before installing anything, I'll help you check what's already installed:
# Check versions of installed tools node --version python --version git --version docker --version
I'll give platform-specific installation commands:
Help set up:
Provide verification steps to ensure everything works:
## Setting Up Node.js Development Environment
### Prerequisites
- macOS, Linux, or Windows
- Terminal/Command Prompt access
- Internet connection
### Step 1: Install Node.js
**macOS (using Homebrew):**
\`\`\`bash
# Install Homebrew if not installed
tmpdir="$(mktemp -d)"
trap 'rm -rf "$tmpdir"' EXIT
curl -fsSLo "$tmpdir/homebrew-install.sh" https://raw.githubusercontent.com/Homebrew/install/HEAD/install.sh
cat "$tmpdir/homebrew-install.sh" # review the full installer before executing
/bin/bash "$tmpdir/homebrew-install.sh"
# Install Node.js
brew install node
\`\`\`
**Linux (Ubuntu/Debian):**
\`\`\`bash
# Update package list
sudo apt update
# Install Node.js and npm
tmpdir="$(mktemp -d)"
trap 'rm -rf "$tmpdir"' EXIT
curl -fsSLo "$tmpdir/nodesource-setup.sh" https://deb.nodesource.com/setup_20.x
cat "$tmpdir/nodesource-setup.sh" # review the full installer before sudo
sudo -E bash "$tmpdir/nodesource-setup.sh"
sudo apt install -y nodejs
\`\`\`
**Windows (using Chocolatey):**
\`\`\`powershell
# Install Chocolatey if not installed
Set-ExecutionPolicy Bypass -Scope Process -Force; [System.Net.ServicePointManager]::SecurityProtocol = [System.Net.ServicePointManager]::SecurityProtocol -bor 3072; iex ((New-Object System.Net.WebClient).DownloadString('https://community.chocolatey.org/install.ps1'))
# Install Node.js
choco install nodejs
\`\`\`
### Step 2: Verify Installation
\`\`\`bash
node --version # Should show v20.x.x or higher
npm --version # Should show 10.x.x or higher
\`\`\`
### Step 3: Install Project Dependencies
\`\`\`bash
# Clone the repository
git clone https://github.com/your-repo/project.git
cd project
# Install dependencies
npm install
\`\`\`
### Step 4: Set Up Environment Variables
Create a \`.env\` file:
\`\`\`bash
# Copy example environment file
cp .env.example .env
# Edit with your values
nano .env
\`\`\`
Example \`.env\` content:
\`\`\`
NODE_ENV=development
PORT=3000
DATABASE_URL=postgresql://localhost:5432/mydb
API_KEY=your-api-key-here
\`\`\`
### Step 5: Run the Project
\`\`\`bash
# Start development server
npm run dev
# Should see: Server running on http://localhost:3000
\`\`\`
### Troubleshooting
**Problem:** "node: command not found"
**Solution:** Restart your terminal or run \`source ~/.bashrc\` (Linux) or \`source ~/.zshrc\` (macOS)
**Problem:** "Permission denied" errors
**Solution:** Don't use sudo with npm. Fix permissions:
\`\`\`bash
mkdir ~/.npm-global
npm config set prefix '~/.npm-global'
echo 'export PATH=~/.npm-global/bin:$PATH' >> ~/.bashrc
source ~/.bashrc
\`\`\`## Setting Up Python Development Environment ### Step 1: Install Python **macOS:** \`\`\`bash brew install python@3.11 \`\`\` **Linux:** \`\`\`bash sudo apt update sudo apt install python3.11 python3.11-venv python3-pip \`\`\` **Windows:** \`\`\`powershell choco install python --version=3.11 \`\`\` ### Step 2: Verify Installation \`\`\`bash python3 --version # Should show Python 3.11.x pip3 --version # Should show pip 23.x.x \`\`\` ### Step 3: Create Virtual Environment \`\`\`bash # Navigate to project directory cd my-project # Create virtual environment python3 -m venv venv # Activate virtual environment # macOS/Linux: source venv/bin/activate # Windows: venv\Scripts\activate \`\`\` ### Step 4: Install Dependencies \`\`\`bash # Install from requirements.txt pip install -r requirements.txt # Or install packages individually pip install flask sqlalchemy python-dotenv \`\`\` ### Step 5: Set Up Environment Variables Create \`.env\` file: \`\`\` FLASK_APP=app.py FLASK_ENV=development DATABASE_URL=sqlite:///app.db SECRET_KEY=your-secret-key-here \`\`\` ### Step 6: Run the Application \`\`\`bash # Run Flask app flask run # Should see: Running
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Repo: LiHongwei-cn/lihongwei-cn
给所有想把"感觉"变成可校准预测的内容创作者。**方法论通用**——打分 → 盲预测 → T+3d 复盘 → 进化 rubric 的循环适用任何能被量化(播放 / 阅读 / 收听 / 点击)的内容。**rubric 是循环的内容,不是循环本身**——当前内置一份观点视频 rubric(参考博主 25+…
提议并执行 rubric 或 bucket 升级。两种模式:**完整 rubric bump**(最高风险动作,5 步强制 + 跨模型审核)和 **--bucket-only 轻量重校**(只换 bucket 边界,不动 rubric 公式)。**Phase 2 强制走 cheat-score-blind…
cheat-on-content 的首次 onboarding 与脚手架创建器。统一流程——所有用户都走相同 5 阶段闭环,唯一区别是"发过视频的人"会在 init 时多一步:抓取已有视频建立历史 context(用于后续 cheat-seed 给更贴合的选题、更准的…
从对标账号导入 script + 数据 → 拆 pattern + 派生 base rubric 信号 → 写到 benchmark.md / script_patterns.md / rubric_notes.md。**这是工具最早期信号的来源**——cold-start…
把老用户的 .cheat-state.json 升级到当前 schema_version。读 migrations/registry.md 算迁移链,按顺序应用每一步迁移文件。幂等:跑两次结果一样。失败停在中间版本不前进。触发词:"迁移"/"升级 state"/"migrate"/"我的 state…
从复盘评论数据派生 / 刷新账号的受众画像,写入 audience.md。这是和 rubric 平行的第二个派生物——rubric 答"怎么打分",persona 答"谁在看"。cheat-seed 选题 / 写稿时读它。**audience.md 含实绩信号,cheat-score-blind…