skill-generator

Meta-skill for creating new Claude Code skills with configurable execution modes. Supports sequential (fixed order) and autonomous (stateless) phase patterns. Use for skill scaffolding, skill creation, or building new workflows. Triggers on "create skill", "new skill", "skill generator", "生成技能", "创建技能".

allowed_tools: Task, AskUserQuestion, Read, Bash, Glob, Grep, Write

$ 安裝

git clone https://github.com/catlog22/Claude-Code-Workflow /tmp/Claude-Code-Workflow && cp -r /tmp/Claude-Code-Workflow/.claude/skills/skill-generator ~/.claude/skills/Claude-Code-Workflow

// tip: Run this command in your terminal to install the skill


name: skill-generator description: Meta-skill for creating new Claude Code skills with configurable execution modes. Supports sequential (fixed order) and autonomous (stateless) phase patterns. Use for skill scaffolding, skill creation, or building new workflows. Triggers on "create skill", "new skill", "skill generator", "生成技能", "创建技能". allowed-tools: Task, AskUserQuestion, Read, Bash, Glob, Grep, Write

Skill Generator

Meta-skill for creating new Claude Code skills with configurable execution modes.

Architecture Overview

┌─────────────────────────────────────────────────────────────────┐
│  Skill Generator Architecture                                    │
├─────────────────────────────────────────────────────────────────┤
│                                                                  │
│  Phase 1: Requirements    → skill-config.json                   │
│           Discovery           (name, type, mode, agents)        │
│           ↓                                                      │
│  Phase 2: Structure       → 目录结构 + 核心文件骨架              │
│           Generation                                             │
│           ↓                                                      │
│  Phase 3: Phase           → phases/*.md (根据 mode 生成)         │
│           Generation          Sequential | Autonomous            │
│           ↓                                                      │
│  Phase 4: Specs &         → specs/*.md + templates/*.md         │
│           Templates                                              │
│           ↓                                                      │
│  Phase 5: Validation      → 验证完整性 + 生成使用说明            │
│           & Documentation                                        │
│                                                                  │
└─────────────────────────────────────────────────────────────────┘

Execution Modes

Mode 1: Sequential (固定顺序)

传统线性执行模式,阶段按数字前缀顺序执行。

Phase 01 → Phase 02 → Phase 03 → ... → Phase N

适用场景:

  • 流水线式任务(收集 → 分析 → 生成)
  • 阶段间有强依赖关系
  • 输出结构固定

示例: software-manual, copyright-docs

Mode 2: Autonomous (无状态自主选择)

智能路由模式,根据上下文动态选择执行路径。

┌─────────────────────────────────────────┐
│           Orchestrator Agent            │
│  (读取状态 → 选择 Phase → 执行 → 更新)  │
└───────────────┬─────────────────────────┘
                │
    ┌───────────┼───────────┐
    ↓           ↓           ↓
┌───────┐  ┌───────┐  ┌───────┐
│Phase A│  │Phase B│  │Phase C│
│(独立) │  │(独立) │  │(独立) │
└───────┘  └───────┘  └───────┘

适用场景:

  • 交互式任务(对话、问答)
  • 阶段间无强依赖
  • 需要动态响应用户意图

示例: issue-manage, workflow-debug

Key Design Principles

  1. 模式感知: 根据任务特性自动推荐执行模式
  2. 骨架生成: 生成完整目录结构和文件骨架
  3. 规范遵循: 严格遵循 _shared/SKILL-DESIGN-SPEC.md
  4. 可扩展性: 生成的 Skill 易于扩展和修改

Execution Flow

┌─────────────────────────────────────────────────────────────────┐
│  Phase 1: Requirements Discovery                                 │
│  → AskUserQuestion: Skill 名称、目标、执行模式                   │
│  → Output: skill-config.json                                    │
├─────────────────────────────────────────────────────────────────┤
│  Phase 2: Structure Generation                                   │
│  → 创建目录结构: phases/, specs/, templates/, scripts/          │
│  → 生成 SKILL.md 入口文件                                        │
│  → Output: 完整目录结构                                          │
├─────────────────────────────────────────────────────────────────┤
│  Phase 3: Phase Generation                                       │
│  → Sequential: 生成 01-xx.md, 02-xx.md, ...                     │
│  → Autonomous: 生成 orchestrator.md + actions/*.md              │
│  → Output: phases/*.md                                          │
├─────────────────────────────────────────────────────────────────┤
│  Phase 4: Specs & Templates                                      │
│  → 生成领域规范: specs/{domain}-requirements.md                  │
│  → 生成质量标准: specs/quality-standards.md                      │
│  → 生成模板: templates/agent-base.md                             │
│  → Output: specs/*.md, templates/*.md                           │
├─────────────────────────────────────────────────────────────────┤
│  Phase 5: Validation & Documentation                             │
│  → 验证文件完整性                                                 │
│  → 生成 README.md 使用说明                                       │
│  → Output: 验证报告 + README.md                                  │
└─────────────────────────────────────────────────────────────────┘

Directory Setup

const skillName = config.skill_name;
const skillDir = `.claude/skills/${skillName}`;

// 创建目录结构
Bash(`mkdir -p "${skillDir}/phases"`);
Bash(`mkdir -p "${skillDir}/specs"`);
Bash(`mkdir -p "${skillDir}/templates"`);

// Autonomous 模式额外目录
if (config.execution_mode === 'autonomous') {
  Bash(`mkdir -p "${skillDir}/phases/actions"`);
}

Output Structure

Sequential Mode

.claude/skills/{skill-name}/
├── SKILL.md
├── phases/
│   ├── 01-{step-one}.md
│   ├── 02-{step-two}.md
│   └── 03-{step-three}.md
├── specs/
│   ├── {domain}-requirements.md
│   └── quality-standards.md
└── templates/
    └── agent-base.md

Autonomous Mode

.claude/skills/{skill-name}/
├── SKILL.md
├── phases/
│   ├── orchestrator.md          # 编排器:读取状态 → 选择动作
│   ├── state-schema.md          # 状态结构定义
│   └── actions/                 # 独立动作(无顺序)
│       ├── action-{a}.md
│       ├── action-{b}.md
│       └── action-{c}.md
├── specs/
│   ├── {domain}-requirements.md
│   ├── action-catalog.md        # 动作目录(描述、前置条件、效果)
│   └── quality-standards.md
└── templates/
    ├── orchestrator-base.md     # 编排器模板
    └── action-base.md           # 动作模板

Reference Documents

DocumentPurpose
phases/01-requirements-discovery.md收集 Skill 需求
phases/02-structure-generation.md生成目录结构
phases/03-phase-generation.md生成 Phase 文件
phases/04-specs-templates.md生成规范和模板
phases/05-validation.md验证和文档
specs/execution-modes.md执行模式规范
specs/skill-requirements.mdSkill 需求规范
templates/skill-md.mdSKILL.md 模板
templates/sequential-phase.mdSequential Phase 模板
templates/autonomous-orchestrator.mdAutonomous 编排器模板
templates/autonomous-action.mdAutonomous Action 模板
../_shared/SKILL-DESIGN-SPEC.md通用设计规范