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https://github.com/catlog22/Claude-Code-Workflow.git
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- Introduced a comprehensive template for autonomous actions, detailing structure, execution, and error handling. - Added an orchestrator template to manage state and decision logic for autonomous actions. - Created a sequential phase template to outline execution steps and objectives for structured workflows. - Developed a skill documentation template to standardize the generation of skill entry files. - Implemented a Python script to compare search results between hybrid and cascade methods, analyzing ranking changes.
7.2 KiB
7.2 KiB
Phase 1: Requirements Discovery
收集新 Skill 的需求信息,生成配置文件。
Objective
- 收集 Skill 基本信息(名称、描述、触发词)
- 确定执行模式(Sequential / Autonomous)
- 定义阶段/动作
- 配置工具依赖和输出格式
Execution Steps
Step 1: 基本信息收集
const basicInfo = await AskUserQuestion({
questions: [
{
question: "新 Skill 的名称是什么?(英文,小写-连字符格式,如 'api-docs')",
header: "Skill 名称",
multiSelect: false,
options: [
{ label: "自动生成", description: "根据后续描述自动生成名称" },
{ label: "手动输入", description: "现在输入自定义名称" }
]
},
{
question: "Skill 的主要用途是什么?",
header: "用途类型",
multiSelect: false,
options: [
{ label: "文档生成", description: "生成 Markdown/HTML 文档(如手册、报告)" },
{ label: "代码分析", description: "分析代码结构、质量、安全性" },
{ label: "交互管理", description: "管理 Issue、任务、工作流(CRUD 操作)" },
{ label: "数据处理", description: "ETL、格式转换、报告生成" }
]
}
]
});
// 如果选择手动输入,进一步询问
if (basicInfo["Skill 名称"] === "手动输入") {
// 用户会在 "Other" 中输入
}
// 根据用途类型推断描述模板
const purposeTemplates = {
"文档生成": "Generate {type} documents from {source}",
"代码分析": "Analyze {target} for {purpose}",
"交互管理": "Manage {entity} with interactive operations",
"数据处理": "Process {data} and generate {output}"
};
Step 2: 执行模式选择
const modeInfo = await AskUserQuestion({
questions: [
{
question: "选择执行模式:",
header: "执行模式",
multiSelect: false,
options: [
{
label: "Sequential (顺序模式)",
description: "阶段按固定顺序执行(收集→分析→生成),适合流水线任务(推荐)"
},
{
label: "Autonomous (自主模式)",
description: "动态选择执行路径,适合交互式任务(如 Issue 管理)"
},
{
label: "Hybrid (混合模式)",
description: "初始化和收尾固定,中间交互灵活"
}
]
}
]
});
const executionMode = modeInfo["执行模式"].includes("Sequential") ? "sequential" :
modeInfo["执行模式"].includes("Autonomous") ? "autonomous" : "hybrid";
Step 3: 阶段/动作定义
Sequential 模式
if (executionMode === "sequential") {
const phaseInfo = await AskUserQuestion({
questions: [
{
question: "需要多少个执行阶段?",
header: "阶段数量",
multiSelect: false,
options: [
{ label: "3 阶段(简单)", description: "收集 → 处理 → 输出" },
{ label: "5 阶段(标准)", description: "收集 → 探索 → 分析 → 组装 → 验证" },
{ label: "7 阶段(完整)", description: "含并行处理、汇总、迭代优化" }
]
}
]
});
// 根据选择生成阶段定义
const phaseTemplates = {
"3 阶段": [
{ id: "01-collection", name: "Data Collection" },
{ id: "02-processing", name: "Processing" },
{ id: "03-output", name: "Output Generation" }
],
"5 阶段": [
{ id: "01-collection", name: "Requirements Collection" },
{ id: "02-exploration", name: "Project Exploration" },
{ id: "03-analysis", name: "Deep Analysis" },
{ id: "04-assembly", name: "Document Assembly" },
{ id: "05-validation", name: "Validation" }
],
"7 阶段": [
{ id: "01-collection", name: "Requirements Collection" },
{ id: "02-exploration", name: "Project Exploration" },
{ id: "03-parallel", name: "Parallel Analysis" },
{ id: "03.5-consolidation", name: "Consolidation" },
{ id: "04-assembly", name: "Document Assembly" },
{ id: "05-refinement", name: "Iterative Refinement" },
{ id: "06-output", name: "Final Output" }
]
};
}
Autonomous 模式
if (executionMode === "autonomous") {
const actionInfo = await AskUserQuestion({
questions: [
{
question: "核心动作有哪些?(可多选)",
header: "动作定义",
multiSelect: true,
options: [
{ label: "初始化 (init)", description: "设置初始状态" },
{ label: "列表 (list)", description: "显示当前项目列表" },
{ label: "创建 (create)", description: "创建新项目" },
{ label: "编辑 (edit)", description: "修改现有项目" },
{ label: "删除 (delete)", description: "删除项目" },
{ label: "搜索 (search)", description: "搜索/过滤项目" }
]
}
]
});
}
Step 4: 工具和输出配置
const toolsInfo = await AskUserQuestion({
questions: [
{
question: "需要哪些特殊工具?(基础工具已默认包含)",
header: "工具选择",
multiSelect: true,
options: [
{ label: "用户交互 (AskUserQuestion)", description: "需要与用户对话" },
{ label: "Chrome 截图 (mcp__chrome__*)", description: "需要网页截图" },
{ label: "外部搜索 (mcp__exa__search)", description: "需要搜索外部信息" },
{ label: "无特殊需求", description: "仅使用基础工具" }
]
},
{
question: "输出格式是什么?",
header: "输出格式",
multiSelect: false,
options: [
{ label: "Markdown", description: "适合文档和报告" },
{ label: "HTML", description: "适合交互式文档" },
{ label: "JSON", description: "适合数据和配置" }
]
}
]
});
Step 5: 生成配置文件
const config = {
skill_name: skillName,
display_name: displayName,
description: description,
triggers: triggers,
execution_mode: executionMode,
// 模式特定配置
...(executionMode === "sequential" ? {
sequential_config: { phases: phases }
} : {
autonomous_config: {
state_schema: stateSchema,
actions: actions,
termination_conditions: ["user_exit", "error_limit", "task_completed"]
}
}),
allowed_tools: [
"Task", "Read", "Write", "Glob", "Grep", "Bash",
...selectedTools
],
output: {
format: outputFormat.toLowerCase(),
location: `.workflow/.scratchpad/${skillName}-{timestamp}`,
filename_pattern: `{name}-output.${outputFormat === "HTML" ? "html" : outputFormat === "JSON" ? "json" : "md"}`
},
created_at: new Date().toISOString(),
version: "1.0.0"
};
// 写入配置文件
const workDir = `.workflow/.scratchpad/skill-gen-${timestamp}`;
Bash(`mkdir -p "${workDir}"`);
Write(`${workDir}/skill-config.json`, JSON.stringify(config, null, 2));
Output
- File:
skill-config.json - Location:
.workflow/.scratchpad/skill-gen-{timestamp}/ - Format: JSON