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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.
7.4 KiB
7.4 KiB
Phase 4: Specs & Templates Generation
生成规范文件和模板文件。
Objective
- 生成领域规范 (
specs/{domain}-requirements.md) - 生成质量标准 (
specs/quality-standards.md) - 生成 Agent 模板 (
templates/agent-base.md) - Autonomous 模式额外生成动作目录 (
specs/action-catalog.md)
Input
- 依赖:
skill-config.json, SKILL.md, phases/*.md
Execution Steps
Step 1: 生成领域规范
const config = JSON.parse(Read(`${workDir}/skill-config.json`));
const skillDir = `.claude/skills/${config.skill_name}`;
const domainRequirements = `# ${config.display_name} Requirements
${config.description}
## When to Use
| Phase | Usage | Reference |
|-------|-------|-----------|
${config.execution_mode === 'sequential' ?
config.sequential_config.phases.map((p, i) =>
`| Phase ${i+1} | ${p.name} | ${p.id}.md |`
).join('\n') :
`| Orchestrator | 动作选择 | orchestrator.md |
| Actions | 动作执行 | actions/*.md |`}
---
## Domain Requirements
### 功能要求
- [ ] 要求1: TODO
- [ ] 要求2: TODO
- [ ] 要求3: TODO
### 输出要求
- [ ] 格式: ${config.output.format}
- [ ] 位置: ${config.output.location}
- [ ] 命名: ${config.output.filename_pattern}
### 质量要求
- [ ] 完整性: 所有必需内容存在
- [ ] 一致性: 术语和格式统一
- [ ] 准确性: 内容基于实际分析
## Validation Function
\`\`\`javascript
function validate${toPascalCase(config.skill_name)}(output) {
const checks = [
// TODO: 添加验证规则
{ name: "格式正确", pass: output.format === "${config.output.format}" },
{ name: "内容完整", pass: output.content?.length > 0 }
];
return {
passed: checks.filter(c => c.pass).length,
total: checks.length,
details: checks
};
}
\`\`\`
## Error Handling
| Error | Recovery |
|-------|----------|
| 输入数据缺失 | 返回明确错误信息 |
| 处理超时 | 缩小范围,重试 |
| 输出验证失败 | 记录问题,人工审核 |
`;
Write(`${skillDir}/specs/${config.skill_name}-requirements.md`, domainRequirements);
Step 2: 生成质量标准
const qualityStandards = `# Quality Standards
${config.display_name} 的质量评估标准。
## Quality Dimensions
### 1. Completeness (完整性) - 25%
| 要求 | 权重 | 检查方式 |
|------|------|----------|
| 所有必需输出存在 | 10 | 文件检查 |
| 内容覆盖完整 | 10 | 内容分析 |
| 无占位符残留 | 5 | 文本搜索 |
### 2. Consistency (一致性) - 25%
| 方面 | 检查 |
|------|------|
| 术语 | 同一概念使用相同术语 |
| 格式 | 标题层级、代码块格式一致 |
| 风格 | 语气和表达方式统一 |
### 3. Accuracy (准确性) - 25%
| 要求 | 说明 |
|------|------|
| 数据正确 | 引用和数据无错误 |
| 逻辑正确 | 流程和关系描述准确 |
| 代码正确 | 代码示例可运行 |
### 4. Usability (可用性) - 25%
| 指标 | 目标 |
|------|------|
| 可读性 | 结构清晰,易于理解 |
| 可导航 | 目录和链接正确 |
| 可操作 | 步骤明确,可执行 |
## Quality Gates
| Gate | Threshold | Action |
|------|-----------|--------|
| Pass | ≥ 80% | 输出最终产物 |
| Review | 60-79% | 处理警告后继续 |
| Fail | < 60% | 必须修复 |
## Issue Classification
### Errors (Must Fix)
- 必需输出缺失
- 数据错误
- 代码不可运行
### Warnings (Should Fix)
- 格式不一致
- 内容深度不足
- 缺少示例
### Info (Nice to Have)
- 优化建议
- 增强机会
## Automated Checks
\`\`\`javascript
function runQualityChecks(workDir) {
const results = {
completeness: checkCompleteness(workDir),
consistency: checkConsistency(workDir),
accuracy: checkAccuracy(workDir),
usability: checkUsability(workDir)
};
results.overall = (
results.completeness * 0.25 +
results.consistency * 0.25 +
results.accuracy * 0.25 +
results.usability * 0.25
);
return {
score: results.overall,
gate: results.overall >= 80 ? 'pass' :
results.overall >= 60 ? 'review' : 'fail',
details: results
};
}
\`\`\`
`;
Write(`${skillDir}/specs/quality-standards.md`, qualityStandards);
Step 3: 生成 Agent 模板
const agentBase = `# Agent Base Template
${config.display_name} 的 Agent 基础模板。
## 通用 Prompt 结构
\`\`\`
[ROLE] 你是{角色},专注于{职责}。
[PROJECT CONTEXT]
Skill: ${config.skill_name}
目标: ${config.description}
[TASK]
{任务描述}
- 输出: {output_path}
- 格式: ${config.output.format}
[CONSTRAINTS]
- 约束1
- 约束2
[OUTPUT_FORMAT]
1. 执行任务
2. 返回 JSON 简要信息
[QUALITY_CHECKLIST]
- [ ] 输出格式正确
- [ ] 内容完整无遗漏
- [ ] 无占位符残留
\`\`\`
## 变量说明
| 变量 | 来源 | 示例 |
|------|------|------|
| {workDir} | 运行时 | .workflow/.scratchpad/${config.skill_name}-xxx |
| {output_path} | 配置 | ${config.output.location}/${config.output.filename_pattern} |
## 返回格式
\`\`\`typescript
interface AgentReturn {
status: "completed" | "partial" | "failed";
output_file: string;
summary: string; // Max 50 chars
stats?: {
items_processed?: number;
errors?: number;
};
}
\`\`\`
## 角色定义参考
${config.execution_mode === 'sequential' ?
config.sequential_config.phases.map((p, i) =>
`- **Phase ${i+1} Agent**: ${p.name} 专家`
).join('\n') :
config.autonomous_config.actions.map(a =>
`- **${a.name} Agent**: ${a.description || a.name + ' 执行者'}`
).join('\n')}
`;
Write(`${skillDir}/templates/agent-base.md`, agentBase);
Step 4: Autonomous 模式 - 动作目录
if (config.execution_mode === 'autonomous' || config.execution_mode === 'hybrid') {
const actionCatalog = `# Action Catalog
${config.display_name} 的可用动作目录。
## Available Actions
| Action | Purpose | Preconditions | Effects |
|--------|---------|---------------|---------|
${config.autonomous_config.actions.map(a =>
`| [${a.id}](../phases/actions/${a.id}.md) | ${a.description || a.name} | ${a.preconditions?.join(', ') || '-'} | ${a.effects?.join(', ') || '-'} |`
).join('\n')}
## Action Dependencies
\`\`\`mermaid
graph TD
${config.autonomous_config.actions.map((a, i, arr) => {
if (i === 0) return ` ${a.id.replace(/-/g, '_')}[${a.name}]`;
const prev = arr[i-1];
return ` ${prev.id.replace(/-/g, '_')} --> ${a.id.replace(/-/g, '_')}[${a.name}]`;
}).join('\n')}
\`\`\`
## State Transitions
| From State | Action | To State |
|------------|--------|----------|
| pending | action-init | running |
${config.autonomous_config.actions.slice(1).map(a =>
`| running | ${a.id} | running |`
).join('\n')}
| running | action-complete | completed |
| running | action-abort | failed |
## Selection Priority
当多个动作的前置条件都满足时,按以下优先级选择:
${config.autonomous_config.actions.map((a, i) =>
`${i + 1}. \`${a.id}\` - ${a.name}`
).join('\n')}
`;
Write(`${skillDir}/specs/action-catalog.md`, actionCatalog);
}
Step 5: 辅助函数
function toPascalCase(str) {
return str.split('-').map(s => s.charAt(0).toUpperCase() + s.slice(1)).join('');
}
Output
specs/{skill-name}-requirements.md- 领域规范specs/quality-standards.md- 质量标准specs/action-catalog.md- 动作目录 (Autonomous 模式)templates/agent-base.md- Agent 模板