mirror of
https://github.com/catlog22/Claude-Code-Workflow.git
synced 2026-02-14 02:42:04 +08:00
be498acf59
- Introduced a comprehensive code analysis action template for integrating code exploration and analysis capabilities. - Added LLM action template for seamless integration of LLM calls with customizable prompts and tools. - Implemented a benchmark search script to compare multiple search methods across various dimensions including speed, result quality, ranking stability, and coverage. - Provided preset configurations for common analysis tasks and LLM actions, enhancing usability and flexibility.
467 lines
13 KiB
Markdown
467 lines
13 KiB
Markdown
# Skill Requirements Specification
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新 Skill 创建的需求收集规范。
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---
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## 必需信息
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### 1. 基本信息
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| 字段 | 类型 | 必需 | 说明 |
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|------|------|------|------|
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| `skill_name` | string | ✓ | Skill 标识符（小写-连字符） |
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| `display_name` | string | ✓ | 显示名称 |
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| `description` | string | ✓ | 一句话描述 |
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| `triggers` | string[] | ✓ | 触发关键词列表 |
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### 2. 执行模式
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| 字段 | 类型 | 必需 | 说明 |
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|------|------|------|------|
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| `execution_mode` | enum | ✓ | `sequential` \| `autonomous` \| `hybrid` |
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| `phase_count` | number | 条件 | Sequential 模式下的阶段数 |
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| `action_count` | number | 条件 | Autonomous 模式下的动作数 |
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### 2.5 上下文策略 (P0 增强)
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| 字段 | 类型 | 必需 | 说明 |
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|------|------|------|------|
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| `context_strategy` | enum | ✓ | `file` \| `memory` |
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**策略对比**:
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| 策略 | 持久化 | 可调试 | 可恢复 | 适用场景 |
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|------|--------|--------|--------|----------|
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| `file` | ✓ | ✓ | ✓ | 复杂多阶段任务（推荐） |
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| `memory` | ✗ | ✗ | ✗ | 简单线性任务 |
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### 2.6 LLM 集成配置 (P1 增强)
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| 字段 | 类型 | 必需 | 说明 |
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|------|------|------|------|
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| `llm_integration` | object | 可选 | LLM 调用配置 |
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| `llm_integration.enabled` | boolean | - | 是否启用 LLM 调用 |
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| `llm_integration.default_tool` | enum | - | `gemini` \| `qwen` \| `codex` |
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| `llm_integration.fallback_chain` | string[] | - | 失败时的备选工具链 |
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### 3. 工具依赖
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| 字段 | 类型 | 必需 | 说明 |
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|------|------|------|------|
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| `allowed_tools` | string[] | ✓ | 允许使用的工具列表 |
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| `mcp_tools` | string[] | 可选 | 需要的 MCP 工具 |
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### 4. 输出配置
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| 字段 | 类型 | 必需 | 说明 |
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|------|------|------|------|
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| `output_format` | enum | ✓ | `markdown` \| `html` \| `json` |
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| `output_location` | string | ✓ | 输出目录模式 |
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---
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## 配置文件结构
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```typescript
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interface SkillConfig {
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// 基本信息
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skill_name: string; // "my-skill"
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display_name: string; // "My Skill"
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description: string; // "一句话描述"
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triggers: string[]; // ["keyword1", "keyword2"]
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// 执行模式
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execution_mode: 'sequential' | 'autonomous' | 'hybrid';
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// 上下文策略 (P0 增强)
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context_strategy: 'file' | 'memory'; // 默认: 'file'
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// LLM 集成配置 (P1 增强)
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llm_integration?: {
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enabled: boolean; // 是否启用 LLM 调用
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default_tool: 'gemini' | 'qwen' | 'codex';
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fallback_chain: string[]; // ['gemini', 'qwen', 'codex']
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mode: 'analysis' | 'write'; // 默认 mode
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};
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// Sequential 模式配置
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sequential_config?: {
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phases: Array<{
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id: string; // "01-init"
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name: string; // "Initialization"
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description: string; // "收集初始配置"
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input: string[]; // 输入依赖
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output: string; // 输出文件
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}>;
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};
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// Autonomous 模式配置
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autonomous_config?: {
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state_schema: {
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fields: Array<{
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name: string;
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type: string;
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description: string;
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}>;
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};
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actions: Array<{
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id: string; // "action-init"
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name: string; // "Initialize"
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description: string; // "初始化状态"
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preconditions: string[]; // 前置条件
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effects: string[]; // 执行效果
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}>;
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termination_conditions: string[];
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};
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// 工具依赖
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allowed_tools: string[]; // ["Task", "Read", "Write", ...]
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mcp_tools?: string[]; // ["mcp__chrome__*"]
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// 输出配置
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output: {
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format: 'markdown' | 'html' | 'json';
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location: string; // ".workflow/.scratchpad/{skill}-{timestamp}"
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filename_pattern: string; // "{name}-output.{ext}"
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};
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// 质量配置
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quality?: {
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dimensions: string[]; // ["completeness", "consistency", ...]
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pass_threshold: number; // 80
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};
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// 元数据
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created_at: string;
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version: string;
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}
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```
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---
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## 需求收集问题
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### Phase 1: 基本信息
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```javascript
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AskUserQuestion({
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questions: [
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{
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question: "Skill 的名称是什么？（英文，小写-连字符格式）",
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header: "Skill 名称",
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multiSelect: false,
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options: [
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{ label: "自动生成", description: "根据描述自动生成名称" },
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{ label: "手动输入", description: "输入自定义名称" }
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]
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},
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{
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question: "Skill 的主要用途是什么？",
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header: "用途类型",
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multiSelect: false,
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options: [
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{ label: "文档生成", description: "生成 Markdown/HTML 文档" },
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{ label: "代码分析", description: "分析代码结构、质量、安全" },
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{ label: "交互管理", description: "管理 Issue、任务、工作流" },
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{ label: "数据处理", description: "ETL、转换、报告生成" },
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{ label: "自定义", description: "其他用途" }
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]
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}
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]
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});
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```
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### Phase 2: 执行模式
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```javascript
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AskUserQuestion({
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questions: [
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{
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question: "选择执行模式：",
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header: "执行模式",
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multiSelect: false,
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options: [
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{
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label: "Sequential (顺序)",
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description: "阶段按固定顺序执行，适合流水线任务（推荐）"
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},
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{
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label: "Autonomous (自主)",
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description: "动态选择执行路径，适合交互式任务"
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},
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{
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label: "Hybrid (混合)",
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description: "初始化和收尾固定，中间交互灵活"
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}
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]
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}
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]
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});
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```
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### Phase 3: 阶段/动作定义
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#### Sequential 模式
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```javascript
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AskUserQuestion({
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questions: [
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{
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question: "需要多少个执行阶段？",
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header: "阶段数量",
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multiSelect: false,
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options: [
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{ label: "3 阶段", description: "简单: 收集 → 处理 → 输出" },
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{ label: "5 阶段", description: "标准: 收集 → 探索 → 分析 → 组装 → 验证" },
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{ label: "7 阶段", description: "完整: 包含并行处理和迭代优化" },
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{ label: "自定义", description: "手动指定阶段" }
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]
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}
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]
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});
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```
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#### Autonomous 模式
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```javascript
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AskUserQuestion({
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questions: [
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{
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question: "核心动作有哪些？",
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header: "动作定义",
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multiSelect: true,
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options: [
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{ label: "初始化 (init)", description: "设置初始状态" },
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{ label: "列表 (list)", description: "显示当前项目" },
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{ label: "创建 (create)", description: "创建新项目" },
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{ label: "编辑 (edit)", description: "修改现有项目" },
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{ label: "删除 (delete)", description: "删除项目" },
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{ label: "完成 (complete)", description: "完成任务" }
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]
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}
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]
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});
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```
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### Phase 4: 上下文策略 (P0 增强)
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```javascript
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AskUserQuestion({
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questions: [
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{
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question: "选择上下文管理策略：",
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header: "上下文策略",
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multiSelect: false,
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options: [
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{
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label: "文件策略 (file)",
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description: "持久化到 .scratchpad，支持调试和恢复（推荐）"
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},
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{
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label: "内存策略 (memory)",
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description: "仅在运行时保持，速度快但无法恢复"
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}
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]
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}
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]
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});
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```
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### Phase 5: LLM 集成 (P1 增强)
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```javascript
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AskUserQuestion({
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questions: [
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{
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question: "是否需要 LLM 调用能力？",
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header: "LLM 集成",
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multiSelect: false,
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options: [
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{
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label: "启用 LLM 调用",
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description: "使用 gemini/qwen/codex 进行分析或生成"
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},
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{
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label: "不需要",
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description: "仅使用本地工具"
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}
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]
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}
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]
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});
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// 如果启用 LLM
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if (llmEnabled) {
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AskUserQuestion({
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questions: [
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{
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question: "选择默认 LLM 工具：",
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header: "LLM 工具",
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multiSelect: false,
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options: [
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{ label: "Gemini", description: "大上下文，适合分析任务（推荐）" },
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{ label: "Qwen", description: "代码生成能力强" },
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{ label: "Codex", description: "自主执行能力强，适合实现任务" }
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]
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}
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]
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});
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}
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```
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### Phase 6: 工具依赖
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```javascript
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AskUserQuestion({
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questions: [
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{
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question: "需要哪些工具？",
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header: "工具选择",
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multiSelect: true,
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options: [
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{ label: "基础工具", description: "Task, Read, Write, Glob, Grep, Bash" },
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{ label: "用户交互", description: "AskUserQuestion" },
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{ label: "Chrome 截图", description: "mcp__chrome__*" },
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{ label: "外部搜索", description: "mcp__exa__search" },
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{ label: "CCW CLI 调用", description: "ccw cli (gemini/qwen/codex)" }
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]
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}
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]
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});
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```
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---
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## 验证规则
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### 名称验证
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```javascript
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function validateSkillName(name) {
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const rules = [
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{ test: /^[a-z][a-z0-9-]*$/, msg: "必须以小写字母开头，只包含小写字母、数字、连字符" },
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{ test: /^.{3,30}$/, msg: "长度 3-30 字符" },
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{ test: /^(?!.*--)/, msg: "不能有连续连字符" },
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{ test: /[^-]$/, msg: "不能以连字符结尾" }
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];
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for (const rule of rules) {
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if (!rule.test.test(name)) {
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return { valid: false, error: rule.msg };
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}
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}
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return { valid: true };
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}
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```
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### 配置验证
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```javascript
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function validateSkillConfig(config) {
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const errors = [];
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// 必需字段
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if (!config.skill_name) errors.push("缺少 skill_name");
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if (!config.description) errors.push("缺少 description");
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if (!config.execution_mode) errors.push("缺少 execution_mode");
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// 模式特定验证
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if (config.execution_mode === 'sequential') {
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if (!config.sequential_config?.phases?.length) {
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errors.push("Sequential 模式需要定义 phases");
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}
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} else if (config.execution_mode === 'autonomous') {
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if (!config.autonomous_config?.actions?.length) {
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errors.push("Autonomous 模式需要定义 actions");
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}
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}
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return { valid: errors.length === 0, errors };
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}
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```
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---
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## 示例配置
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### Sequential 模式示例 (增强版)
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```json
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{
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"skill_name": "api-docs-generator",
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"display_name": "API Docs Generator",
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"description": "Generate API documentation from source code",
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"triggers": ["generate api docs", "api documentation"],
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"execution_mode": "sequential",
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"context_strategy": "file",
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"llm_integration": {
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"enabled": true,
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"default_tool": "gemini",
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"fallback_chain": ["gemini", "qwen"],
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"mode": "analysis"
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},
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"sequential_config": {
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"phases": [
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{
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"id": "01-scan",
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"name": "Code Scanning",
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"output": "endpoints.json",
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"agent": { "type": "universal-executor", "run_in_background": false }
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},
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{
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"id": "02-analyze",
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"name": "LLM Analysis",
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"output": "analysis.json",
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"agent": { "type": "llm", "tool": "gemini", "mode": "analysis" }
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},
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{
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"id": "03-generate",
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"name": "Doc Generation",
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"output": "api-docs.md",
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"agent": { "type": "universal-executor", "run_in_background": false }
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}
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]
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},
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"allowed_tools": ["Task", "Read", "Write", "Glob", "Grep", "Bash"],
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"output": {
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"format": "markdown",
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"location": ".workflow/.scratchpad/api-docs-{timestamp}",
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"filename_pattern": "{name}-api-docs.md"
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}
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}
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```
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### Autonomous 模式示例
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```json
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{
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"skill_name": "task-manager",
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"display_name": "Task Manager",
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"description": "Interactive task management with CRUD operations",
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"triggers": ["manage tasks", "task list", "create task"],
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"execution_mode": "autonomous",
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"autonomous_config": {
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"state_schema": {
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"fields": [
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{ "name": "tasks", "type": "Task[]", "description": "任务列表" },
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{ "name": "current_view", "type": "string", "description": "当前视图" }
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]
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},
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"actions": [
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{ "id": "action-list", "name": "List Tasks", "preconditions": [], "effects": ["显示任务列表"] },
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{ "id": "action-create", "name": "Create Task", "preconditions": [], "effects": ["添加新任务"] },
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{ "id": "action-edit", "name": "Edit Task", "preconditions": ["task_selected"], "effects": ["更新任务"] },
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{ "id": "action-delete", "name": "Delete Task", "preconditions": ["task_selected"], "effects": ["删除任务"] }
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],
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"termination_conditions": ["user_exit", "error_limit"]
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},
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"allowed_tools": ["Task", "AskUserQuestion", "Read", "Write"],
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"output": {
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"format": "json",
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"location": ".workflow/.scratchpad/tasks",
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"filename_pattern": "tasks.json"
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}
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}
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```
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