Workflow Tune

---

name: workflow-tune description: Workflow tuning - extract commands from reference docs or natural language, execute each via ccw cli --tool claude --mode write, then analyze artifacts via gemini. For testing how commands execute in Claude. argument-hint: " | \"step1 | step2 | step3\" | \"skill-a,skill-b\" | --file workflow.json [--depth quick|standard|deep] [-y|--yes] [--auto-fix]" allowed-tools: Agent(*), AskUserQuestion(*), TaskCreate(*), TaskUpdate(*), TaskList(*), Read(*), Write(*), Edit(*), Bash(*), Glob(*), Grep(*)

Workflow Tune

测试 Claude command/skill 的执行效果并优化。提取可执行命令，逐步通过 `ccw cli --tool claude` 执行，分析产物质量，生成优化建议。

Tool Assignment

Phase	Tool	Mode	Rule
Execute	claude	write	universal-rigorous-style
Analyze	gemini	analysis	analysis-review-code-quality
Synthesize	gemini	analysis	analysis-review-architecture

Architecture

Input → Parse → GenTestTask → Confirm → Setup → [resolveCmd → readMeta → assemblePrompt → Execute → STOP → Analyze → STOP]×N → Synthesize → STOP → Report
                    ↑                                       ↑
          Claude 直接生成测试任务            prompt 中注入 test_task
          (无需 CLI 调用)                  作为命令的执行输入

Input Formats

1. --file workflow.json               → JSON definition
2. "cmd1 | cmd2 | cmd3"              → pipe-separated commands
3. "skill-a,skill-b,skill-c"         → comma-separated skills
4. natural language                   → semantic decomposition
   4a:             → extract commands from reference doc via LLM
   4b:              → intent-verb matching → ccw cli command assembly

**ANTI-PATTERN**: Steps like `{ command: "分析 Phase 管线" }` are WRONG — descriptions, not commands. Correct: `{ command: "/workflow-lite-plan analyze auth module" }` or `{ command: "ccw cli -p '...' --tool claude --mode write" }`

Utility: Shell Escaping

function escapeForShell(str) {
  // Replace single quotes with escaped version, wrap in single quotes
  return "'" + str.replace(/'/g, "'\\''") + "'";
}

Phase 1: Setup

Step 1.1: Parse Input + Preference Collection

const args = $ARGUMENTS.trim();
const autoYes = /\b(-y|--yes)\b/.test(args);

// Preference collection (skip if -y)
if (autoYes) {
  workflowPreferences = { autoYes: true, analysisDepth: 'standard', autoFix: false };
} else {
  const prefResponse = AskUserQuestion({
    questions: [
      { question: "选择调优配置：", header: "Tune Config", multiSelect: false,
        options: [
          { label: "Quick (轻量分析)", description: "每步简要检查" },
          { label: "Standard (标准分析) (Recommended)", description: "每步详细分析" },
          { label: "Deep (深度分析)", description: "深度审查含架构建议" }
        ]
      },
      { question: "是否自动应用优化建议？", header: "Auto Fix", multiSelect: false,
        options: [
          { label: "No (仅报告) (Recommended)", description: "只分析