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- Updated SKILL.md to reflect new requirement analysis capabilities, including input analysis and clarity scoring. - Expanded issue workflow in issue.md to include discovery and creation phases, along with detailed command references. - Introduced requirement analysis specification in requirement-analysis.md, outlining clarity scoring, dimension extraction, and validation processes. - Added output templates specification in output-templates.md for consistent user experience across classification, planning, clarification, execution, and summary outputs.
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Action: Issue Workflow
Issue 批量处理工作流:发现 → 创建 → 规划 → 队列 → 批量执行
Complete Workflow Pattern
┌─────────────────────────────────────────────────────────────────┐
│ Issue Workflow - Complete Chain │
├─────────────────────────────────────────────────────────────────┤
│ │
│ Discovery Phase (Optional) │
│ ├─ /issue:discover - 多视角问题发现 │
│ └─ /issue:discover-by-prompt - 基于提示的迭代发现 │
│ │
│ Creation Phase │
│ └─ /issue:new - 创建结构化 Issue │
│ │
│ Planning Phase │
│ └─ /issue:plan - 生成解决方案 │
│ │
│ Queue Phase │
│ └─ /issue:queue - 冲突分析 + 队列构建 │
│ │
│ Execution Phase │
│ └─ /issue:execute - DAG 并行执行 │
│ │
└─────────────────────────────────────────────────────────────────┘
Workflow Patterns
Pattern 1: Full Discovery Flow
/issue:discover → /issue:new → /issue:plan → /issue:queue → /issue:execute
Use when: 不知道有什么问题,需要全面发现
Pattern 2: Prompt-Driven Discovery
/issue:discover-by-prompt → /issue:plan → /issue:queue → /issue:execute
Use when: 有特定方向的问题探索
Pattern 3: Direct Planning (Default)
/issue:plan → /issue:queue → /issue:execute
Use when: 已有明确的 Issue 列表
Pattern 4: GitHub Import
/issue:new (GitHub URL) → /issue:plan → /issue:queue → /issue:execute
Use when: 从 GitHub Issues 导入
Command Reference
/issue:discover
多视角问题发现,支持 8 种视角的并行探索。
视角列表:
| Perspective | Description | Agent Type |
|---|---|---|
| bug | 功能缺陷和错误 | CLI explore |
| ux | 用户体验问题 | CLI explore |
| test | 测试覆盖缺口 | CLI explore |
| quality | 代码质量问题 | CLI explore |
| security | 安全漏洞 | CLI explore + Exa |
| performance | 性能瓶颈 | CLI explore |
| maintainability | 可维护性问题 | CLI explore |
| best-practices | 最佳实践偏离 | CLI explore + Exa |
输出: .workflow/issues/discoveries/ 下的发现报告
调用方式:
/issue:discover # 全视角发现
/issue:discover --perspectives security,performance # 指定视角
/issue:discover-by-prompt
基于用户提示的智能发现,使用 Gemini 规划迭代探索策略。
核心能力:
- ACE 语义搜索上下文收集
- 跨模块比较(如 API 契约一致性)
- 多轮迭代探索直到收敛
调用方式:
/issue:discover-by-prompt "检查前端后端API契约一致性"
/issue:new
从 GitHub URL 或文本描述创建结构化 Issue。
清晰度检测 (0-3分):
| Score | Level | Action |
|---|---|---|
| 0 | 无法理解 | 必须澄清 |
| 1 | 基本理解 | 建议澄清 |
| 2 | 清晰 | 直接创建 |
| 3 | 详细 | 直接创建 |
调用方式:
/issue:new https://github.com/user/repo/issues/123 # GitHub 导入
/issue:new "登录页面在移动端显示异常" # 文本创建
输出: .workflow/issues/issues.jsonl 追加新 Issue
/issue:plan
为每个 Issue 生成解决方案,使用 issue-plan-agent。
核心流程:
- 加载未规划的 Issues
- ACE 上下文探索
- 生成 1-3 个解决方案/Issue
- 用户选择绑定方案
调用方式:
/issue:plan # 规划所有未绑定 Issue
/issue:plan --issue ISS-001 # 规划特定 Issue
输出: .workflow/issues/solutions/ISS-xxx.jsonl
/issue:queue
解决方案级别的队列构建,冲突分析,DAG 生成。
使用 Agent: issue-queue-agent
冲突检测类型:
| Type | Description | Severity | Resolution |
|---|---|---|---|
| file | 同文件修改 | Low | Sequential |
| api | API 签名变更 | Medium | Dependency ordering |
| data | 数据结构冲突 | High | User decision |
| dependency | 包依赖冲突 | Medium | Version negotiation |
| architecture | 架构方向冲突 | Critical | User decision |
DAG 结构:
execution_groups:
├── P1: Parallel (independent solutions)
├── S1: Sequential (depends on P1)
└── P2: Parallel (depends on S1)
调用方式:
/issue:queue # 构建队列
/issue:queue --dry-run # 预览冲突分析
输出: .workflow/issues/queues/QUE-xxx.json
/issue:execute
DAG 并行执行编排器,单 worktree 策略。
Executor 选项:
| Executor | Best For | Mode |
|---|---|---|
| codex (recommended) | 代码实现 | Autonomous |
| gemini | 复杂分析 | Analysis first |
| agent | 灵活控制 | Supervised |
执行策略:
- 单 worktree 用于整个队列
- 按 solution 粒度分发
- 自动处理依赖顺序
- 支持断点续传
调用方式:
/issue:execute # 执行当前队列
/issue:execute --queue QUE-xxx # 执行特定队列
/issue:execute --resume # 恢复中断的执行
Trigger Conditions
CCW 自动识别以下关键词触发 Issue 工作流:
const issuePatterns = {
// Batch processing
batch: /issues?|batch|queue|多个|批量|一批/i,
// Action requirement
action: /fix|resolve|处理|修复|解决/i,
// Discovery
discover: /discover|find|发现|检查|扫描|audit/i,
// GitHub specific
github: /github\.com\/.*\/issues/i
}
// Trigger when: batch + action OR discover OR github
Issue Lifecycle
┌───────┐ ┌────────┐ ┌────────┐ ┌───────────┐ ┌───────────┐
│ draft │ ──▶ │ planned│ ──▶ │ queued │ ──▶ │ executing │ ──▶ │ completed │
└───────┘ └────────┘ └────────┘ └───────────┘ └───────────┘
│ │
▼ ▼
┌─────────┐ ┌─────────┐
│ skipped │ │ on-hold │
└─────────┘ └─────────┘
Configuration
const issueConfig = {
discover: {
perspectives: ['bug', 'ux', 'test', 'quality', 'security', 'performance', 'maintainability', 'best-practices'],
parallelExploration: true,
exaIntegration: ['security', 'best-practices']
},
create: {
clarityThreshold: 2, // Minimum clarity score to proceed
autoClarify: true, // Prompt for missing info
githubPublish: 'ask' // ask | always | never
},
plan: {
solutionsPerIssue: 3, // Generate up to 3 solutions
autoSelect: false, // User must bind solution
planningAgent: 'issue-plan-agent'
},
queue: {
conflictAnalysis: true,
priorityCalculation: true,
clarifyThreshold: 'high', // Ask user for high-severity conflicts
queueAgent: 'issue-queue-agent'
},
execute: {
dagParallel: true,
executionLevel: 'solution',
executor: 'codex',
resumable: true
}
}
Output Structure
.workflow/issues/
├── issues.jsonl # All issues (append-only)
├── discoveries/
│ ├── DIS-xxx.json # Discovery session
│ └── reports/
│ ├── security.md
│ └── performance.md
├── solutions/
│ ├── ISS-001.jsonl # Solutions for ISS-001
│ └── ISS-002.jsonl
├── queues/
│ ├── index.json # Queue index
│ └── QUE-xxx.json # Queue details
└── execution/
└── {queue-id}/
├── progress.json
├── logs/
└── results/
Example Invocations
# Complete discovery flow
ccw "全面检查代码库问题并批量修复"
→ /issue:discover (全视角)
→ /issue:new (创建发现的问题)
→ /issue:plan (生成方案)
→ /issue:queue (构建队列)
→ /issue:execute (批量执行)
# Security audit
ccw "安全审计并修复所有漏洞"
→ /issue:discover --perspectives security
→ /issue:plan
→ /issue:queue
→ /issue:execute
# GitHub batch processing
ccw "处理所有 label:bug 的 GitHub Issues"
→ /issue:new (批量导入)
→ /issue:plan
→ /issue:queue
→ /issue:execute
# Tech debt cleanup
ccw "清理技术债务"
→ /issue:discover --perspectives quality,maintainability
→ /issue:plan
→ /issue:queue
→ /issue:execute
Integration with CCW Orchestrator
在 orchestrator.md 中的集成点:
// Intent classification
if (matchesIssuePattern(input)) {
// Determine entry point
if (hasDiscoveryIntent(input)) {
if (hasPromptDirection(input)) {
return { workflow: 'issue:discover-by-prompt → issue:plan → issue:queue → issue:execute' }
}
return { workflow: 'issue:discover → issue:plan → issue:queue → issue:execute' }
}
if (hasGitHubUrl(input)) {
return { workflow: 'issue:new → issue:plan → issue:queue → issue:execute' }
}
// Default: direct planning
return { workflow: 'issue:plan → issue:queue → issue:execute' }
}