feat: Add templates for autonomous actions, orchestrators, sequential phases, and skill documentation

- 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.

.claude/skills/skill-generator/templates/skill-md.md

@@ -0,0 +1,144 @@
+# SKILL.md Template
+
+用于生成新 Skill 入口文件的模板。
+
+## 模板结构
+
+```markdown
+---
+name: {{skill_name}}
+description: {{description}}. Triggers on {{triggers}}.
+allowed-tools: {{allowed_tools}}
+---
+
+# {{display_name}}
+
+{{description}}
+
+## Architecture Overview
+
+\`\`\`
+{{architecture_diagram}}
+\`\`\`
+
+## Key Design Principles
+
+{{design_principles}}
+
+## Execution Flow
+
+{{execution_flow}}
+
+## Directory Setup
+
+\`\`\`javascript
+const timestamp = new Date().toISOString().slice(0,19).replace(/[-:T]/g, '');
+const workDir = `{{output_location}}`;
+
+Bash(`mkdir -p "${workDir}"`);
+{{additional_dirs}}
+\`\`\`
+
+## Output Structure
+
+\`\`\`
+{{output_structure}}
+\`\`\`
+
+## Reference Documents
+
+{{reference_table}}
+```
+
+## 变量说明
+
+| 变量 | 类型 | 来源 |
+|------|------|------|
+| `{{skill_name}}` | string | config.skill_name |
+| `{{display_name}}` | string | config.display_name |
+| `{{description}}` | string | config.description |
+| `{{triggers}}` | string | config.triggers.join(", ") |
+| `{{allowed_tools}}` | string | config.allowed_tools.join(", ") |
+| `{{architecture_diagram}}` | string | 根据 execution_mode 生成 |
+| `{{design_principles}}` | string | 根据 execution_mode 生成 |
+| `{{execution_flow}}` | string | 根据 phases/actions 生成 |
+| `{{output_location}}` | string | config.output.location |
+| `{{additional_dirs}}` | string | 根据 execution_mode 生成 |
+| `{{output_structure}}` | string | 根据配置生成 |
+| `{{reference_table}}` | string | 根据文件列表生成 |
+
+## 生成函数
+
+```javascript
+function generateSkillMd(config) {
+  const template = Read('templates/skill-md.md');
+  
+  return template
+    .replace(/\{\{skill_name\}\}/g, config.skill_name)
+    .replace(/\{\{display_name\}\}/g, config.display_name)
+    .replace(/\{\{description\}\}/g, config.description)
+    .replace(/\{\{triggers\}\}/g, config.triggers.map(t => `"${t}"`).join(", "))
+    .replace(/\{\{allowed_tools\}\}/g, config.allowed_tools.join(", "))
+    .replace(/\{\{architecture_diagram\}\}/g, generateArchitecture(config))
+    .replace(/\{\{design_principles\}\}/g, generatePrinciples(config))
+    .replace(/\{\{execution_flow\}\}/g, generateFlow(config))
+    .replace(/\{\{output_location\}\}/g, config.output.location)
+    .replace(/\{\{additional_dirs\}\}/g, generateAdditionalDirs(config))
+    .replace(/\{\{output_structure\}\}/g, generateOutputStructure(config))
+    .replace(/\{\{reference_table\}\}/g, generateReferenceTable(config));
+}
+```
+
+## Sequential 模式示例
+
+```markdown
+---
+name: api-docs-generator
+description: Generate API documentation from source code. Triggers on "generate api docs", "api documentation".
+allowed-tools: Task, Read, Write, Glob, Grep, Bash
+---
+
+# API Docs Generator
+
+Generate API documentation from source code.
+
+## Architecture Overview
+
+\`\`\`
+┌─────────────────────────────────────────────────────────────────┐
+│  Phase 1: Scanning        → endpoints.json                      │
+│           ↓                                                      │
+│  Phase 2: Parsing         → schemas.json                        │
+│           ↓                                                      │
+│  Phase 3: Generation      → api-docs.md                         │
+└─────────────────────────────────────────────────────────────────┘
+\`\`\`
+```
+
+## Autonomous 模式示例
+
+```markdown
+---
+name: task-manager
+description: Interactive task management with CRUD operations. Triggers on "manage tasks", "task list".
+allowed-tools: Task, AskUserQuestion, Read, Write
+---
+
+# Task Manager
+
+Interactive task management with CRUD operations.
+
+## Architecture Overview
+
+\`\`\`
+┌─────────────────────────────────────────────────────────────────┐
+│           Orchestrator (状态驱动决策)                             │
+└───────────────┬─────────────────────────────────────────────────┘
+                │
+    ┌───────────┼───────────┬───────────┐
+    ↓           ↓           ↓           ↓
+┌───────┐  ┌───────┐  ┌───────┐  ┌───────┐
+│ List  │  │Create │  │ Edit  │  │Delete │
+└───────┘  └───────┘  └───────┘  └───────┘
+\`\`\`
+```