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refactor: Enhance workflow system flexibility and convert to English
## Major Changes ### Workflow Architecture Enhancements - **Simplified pre_analysis definition**: Removed overly specific JSON examples - **Added flexibility principles**: Emphasized task-driven approach over template copying - **Enhanced implementation_approach**: Added four design principles and clear field descriptions - **Converted all Chinese content to English**: Improved international accessibility ### Agent Documentation Updates - **code-developer.md**: Updated flow control execution to emphasize four flexible context acquisition methods - **code-review-test-agent.md**: Simplified context gathering process description with practical examples ### Key Improvements - **Flexibility over rigidity**: Removed mechanical template copying tendency - **Clear separation**: pre_analysis for context gathering only, no implementation actions - **Practical examples**: Added dependency task summary reference patterns - **Consistent language**: Full English documentation for better collaboration ## Benefits - Restored system flexibility for diverse task requirements - Clear guidance without prescriptive templates - Better international accessibility - Maintained structural integrity while improving usability 🤖 Generated with [Claude Code](https://claude.ai/code) Co-Authored-By: Claude <noreply@anthropic.com>
This commit is contained in:
catlog22
@@ -39,10 +39,12 @@ IF context sufficient for implementation:
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→ Proceed with execution
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ELIF context insufficient OR task has flow control marker:
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→ Check for [FLOW_CONTROL] marker:
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- Execute flow_control.pre_analysis steps sequentially BEFORE implementation
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- Process each step with command execution and context accumulation
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- Load dependency summaries and parent task context
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- Execute CLI tools, scripts, and agent commands as specified
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- Execute flow_control.pre_analysis steps sequentially for context gathering
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- Use four flexible context acquisition methods:
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* Document references (cat commands)
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* Search commands (grep/rg/find)
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* CLI analysis (gemini/codex)
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* Free exploration (Read/Grep/Search tools)
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- Pass context between steps via [variable_name] references
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→ Extract patterns and conventions from accumulated context
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→ Proceed with execution
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@@ -60,12 +62,13 @@ ELIF context insufficient OR task has flow control marker:
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**Flow Control Execution Standards**:
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- **Sequential Step Processing**: Execute flow_control.pre_analysis steps in defined order
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- **Context Variable Handling**: Process [variable_name] references in commands
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- **Command Types**:
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- **CLI Analysis**: Execute gemini/codex commands with context variables
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- **Dependency Loading**: Read summaries from context.depends_on automatically
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- **Context Accumulation**: Pass step outputs to subsequent steps via [variable_name]
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- **四种上下文获取方式**:
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- **文档引用**: `bash(cat 相关文档路径)` - 读取CLAUDE.md、依赖任务总结等
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- **搜索命令**: `bash(grep/rg/find等)` - 灵活搜索代码模式
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- **CLI分析**: `bash(gemini/codex分析命令)` - 深度分析理解
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- **自由探索**: Agent自主使用Read、Grep、Search等工具
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- **灵活性原则**: 根据任务需求灵活组合，步骤数量1-N自由决定
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- **Error Handling**: Apply on_error strategies per step (skip_optional, fail, retry_once, manual_intervention)
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- **Free Exploration Phase**: After completing pre_analysis steps, can enter additional exploration using bash commands (grep, find, rg, awk, sed) or CLI tools to gather supplementary context if needed
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- **Follow Guidelines**: @~/.claude/workflows/intelligent-tools-strategy.md and @~/.claude/workflows/tools-implementation-guide.md
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@@ -63,8 +63,12 @@ When task assignment includes flow control marker:
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**Context Gathering Decision Logic**:
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```
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IF task contains [FLOW_CONTROL] flag:
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→ Execute each flow control step sequentially with context variables
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→ Load dependency summaries from connections.depends_on
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→ Execute each flow control step sequentially for context gathering
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→ Use four flexible context acquisition methods:
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* Document references (cat commands)
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* Search commands (grep/rg/find)
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* CLI analysis (gemini/codex)
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* Free exploration (Read/Grep/Search tools)
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→ Process [variable_name] references in commands
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→ Accumulate context through step outputs
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ELIF reviewing >3 files OR security changes OR architecture modifications:
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@@ -80,19 +84,23 @@ When [FLOW_CONTROL] flag is present, execute comprehensive pre-review analysis:
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Process each step from pre_analysis array sequentially:
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**Multi-Step Analysis Process**:
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1. For each analysis step:
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- Extract action, template, method from step configuration
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- Expand brief action into comprehensive analysis task
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- Execute with specified method and template
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**多步上下文获取过程**:
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1. 按顺序执行pre_analysis步骤：
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- 文档引用：读取项目规范、依赖任务总结
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- 搜索命令：灵活搜索相关代码和模式
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- CLI分析：使用gemini/codex进行深度分析
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- 自由探索：使用Read、Grep等工具获取补充上下文
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**Example CLI Commands**:
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**灵活命令示例**:
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```bash
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# For method="gemini"
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bash(~/.claude/scripts/gemini-wrapper -p "$(cat template_path) [expanded_action]")
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# 读取依赖任务总结
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bash(cat .workflow/WFS-[session-id]/.summaries/IMPL-1.1-summary.md)
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# For method="codex"
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bash(codex --full-auto exec "$(cat template_path) [expanded_action]")
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# 搜索相关代码
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bash(rg "test|spec" src/ | head -20)
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# 深度分析
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bash(gemini-wrapper -p "分析代码质量和测试覆盖")
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```
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This executes comprehensive pre-review analysis that covers:
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@@ -1,734 +0,0 @@
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# 🔄 Claude Code Workflow System Documentation
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<div align="center">
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[]()
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[]()
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[]()
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*Advanced multi-agent orchestration system for autonomous software development*
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</div>
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---
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## 📋 Overview
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The **Claude Code Workflow System** is the core engine powering CCW's intelligent development automation. It orchestrates complex software development tasks through a sophisticated multi-agent architecture, JSON-first data model, and atomic session management.
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### 🏗️ **System Architecture Components**
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| Component | Purpose | Key Features |
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|-----------|---------|--------------|
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| 🤖 **Multi-Agent System** | Task orchestration | Specialized agents for planning, coding, review |
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| 📊 **JSON-First Data Model** | State management | Single source of truth, atomic operations |
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| ⚡ **Session Management** | Context preservation | Zero-overhead switching, conflict resolution |
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| 🔍 **Intelligent Analysis** | Context gathering | Dual CLI integration, smart search strategies |
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| 🎯 **Task Decomposition** | Work organization | Core standards, complexity management |
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---
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## 🤖 Multi-Agent Architecture
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### **Agent Specializations**
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#### 🎯 **Conceptual Planning Agent**
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```markdown
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**Role**: Strategic planning and architectural design
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**Capabilities**:
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- High-level system architecture design
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- Technology stack recommendations
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- Risk assessment and mitigation strategies
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- Integration pattern identification
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**Tools**: Gemini CLI, architectural templates, brainstorming frameworks
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**Output**: Strategic plans, architecture diagrams, technology recommendations
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```
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#### ⚡ **Action Planning Agent**
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```markdown
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**Role**: Converts high-level concepts into executable implementation plans
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**Capabilities**:
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- Task breakdown and decomposition
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- Dependency mapping and sequencing
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- Resource allocation planning
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- Timeline estimation and milestones
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**Tools**: Task templates, decomposition algorithms, dependency analyzers
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**Output**: Executable task plans, implementation roadmaps, resource schedules
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```
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#### 👨💻 **Code Developer Agent**
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```markdown
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**Role**: Autonomous code implementation and refactoring
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**Capabilities**:
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- Full-stack development automation
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- Pattern-based code generation
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- Refactoring and optimization
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- Integration and testing
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**Tools**: Codex CLI, code templates, pattern libraries, testing frameworks
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**Output**: Production-ready code, tests, documentation, deployment configs
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```
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#### 🔍 **Code Review Agent**
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```markdown
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**Role**: Quality assurance and compliance validation
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**Capabilities**:
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- Code quality assessment
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- Security vulnerability detection
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- Performance optimization recommendations
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- Standards compliance verification
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**Tools**: Static analysis tools, security scanners, performance profilers
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**Output**: Quality reports, fix recommendations, compliance certificates
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```
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#### 📚 **Memory Gemini Bridge**
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```markdown
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**Role**: Intelligent documentation management and updates
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**Capabilities**:
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- Context-aware documentation generation
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- Knowledge base synchronization
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- Change impact analysis
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- Living documentation maintenance
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**Tools**: Gemini CLI, documentation templates, change analyzers
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**Output**: Updated documentation, knowledge graphs, change summaries
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```
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---
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## 📊 JSON-First Data Model
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### **Core Architecture Principles**
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#### **🎯 Single Source of Truth**
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```json
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{
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"principle": "All workflow state stored in structured JSON files",
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"benefits": [
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"Data consistency guaranteed",
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"No synchronization conflicts",
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"Atomic state transitions",
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"Version control friendly"
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],
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"implementation": ".task/impl-*.json files contain complete task state"
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}
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```
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#### **⚡ Generated Views**
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```json
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{
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"principle": "Markdown documents generated on-demand from JSON",
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"benefits": [
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"Always up-to-date views",
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"No manual synchronization needed",
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"Multiple view formats possible",
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"Performance optimized"
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],
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"examples": ["IMPL_PLAN.md", "TODO_LIST.md", "progress reports"]
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}
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```
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### **Task JSON Schema (5-Field Architecture)**
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```json
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{
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"id": "IMPL-1.2",
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"title": "Implement JWT authentication system",
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"status": "pending|active|completed|blocked|container",
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"meta": {
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"type": "feature|bugfix|refactor|test|docs",
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"agent": "code-developer|planning-agent|code-review-test-agent",
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"priority": "high|medium|low",
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"complexity": 1-5,
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"estimated_hours": 8
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},
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"context": {
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"requirements": ["JWT token generation", "Refresh token support"],
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"focus_paths": ["src/auth", "tests/auth", "config/auth.json"],
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"acceptance": ["JWT validation works", "Token refresh functional"],
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"parent": "IMPL-1",
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"depends_on": ["IMPL-1.1"],
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"inherited": {
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"from": "IMPL-1",
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"context": ["Authentication system architecture completed"]
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},
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"shared_context": {
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"auth_strategy": "JWT with refresh tokens",
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"security_level": "enterprise"
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}
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},
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"flow_control": {
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"pre_analysis": [
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{
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"step": "gather_dependencies",
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"action": "Load context from completed dependencies",
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"command": "bash(cat .workflow/WFS-[session-id]/.summaries/IMPL-1.1-summary.md)",
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"output_to": "dependency_context",
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"on_error": "skip_optional"
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},
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{
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"step": "discover_patterns",
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"action": "Find existing authentication patterns",
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"command": "bash(rg -A 2 -B 2 'class.*Auth|interface.*Auth' --type ts [focus_paths])",
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"output_to": "auth_patterns",
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"on_error": "skip_optional"
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}
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],
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"implementation_approach": {
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"task_description": "Implement JWT authentication with refresh tokens...",
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"modification_points": [
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"Add JWT generation in login handler (src/auth/login.ts:handleLogin:75-120)",
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"Implement validation middleware (src/middleware/auth.ts:validateToken)"
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],
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"logic_flow": [
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"User login → validate → generate JWT → store refresh token",
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"Protected access → validate JWT → allow/deny"
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]
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},
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"target_files": [
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"src/auth/login.ts:handleLogin:75-120",
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"src/middleware/auth.ts:validateToken"
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]
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}
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}
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```
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---
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## ⚡ Advanced Session Management
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### **Atomic Session Architecture**
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#### **🏷️ Marker File System**
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```bash
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# Session state managed through atomic marker files
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.workflow/
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├── .active-WFS-oauth2-system # Active session marker
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├── .active-WFS-payment-fix # Another active session
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└── WFS-oauth2-system/ # Session directory
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├── workflow-session.json # Session metadata
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├── .task/ # Task definitions
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└── .summaries/ # Completion summaries
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```
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#### **🔄 Session Operations**
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```json
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{
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"session_creation": {
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"operation": "atomic file creation",
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"time_complexity": "O(1)",
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"performance": "<10ms average"
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},
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"session_switching": {
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"operation": "marker file update",
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"time_complexity": "O(1)",
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"performance": "<5ms average"
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},
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"conflict_resolution": {
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"strategy": "last-write-wins with backup",
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"recovery": "automatic rollback available"
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}
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}
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```
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### **Session Lifecycle Management**
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#### **📋 Session States**
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| State | Description | Operations | Next States |
|
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|-------|-------------|------------|-------------|
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| `🚀 created` | Initial state | start, configure | active, paused |
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| `▶️ active` | Currently executing | pause, switch | paused, completed |
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| `⏸️ paused` | Temporarily stopped | resume, archive | active, archived |
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| `✅ completed` | Successfully finished | archive, restart | archived |
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| `❌ error` | Error state | recover, reset | active, archived |
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| `📚 archived` | Long-term storage | restore, delete | active |
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|
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---
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## 🎯 Core Task Decomposition Standards
|
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|
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### **Revolutionary Decomposition Principles**
|
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|
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#### **1. 🎯 Functional Completeness Principle**
|
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```yaml
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definition: "Each task must deliver a complete, independently runnable functional unit"
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requirements:
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- All related files (logic, UI, tests, config) included
|
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- Task can be deployed and tested independently
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- Provides business value when completed
|
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- Has clear acceptance criteria
|
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|
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examples:
|
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✅ correct: "User authentication system (login, JWT, middleware, tests)"
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❌ wrong: "Create login component" (incomplete functional unit)
|
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```
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|
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#### **2. 📏 Minimum Size Threshold**
|
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```yaml
|
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definition: "Single task must contain at least 3 related files or 200 lines of code"
|
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rationale: "Prevents over-fragmentation and context switching overhead"
|
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enforcement:
|
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- Tasks below threshold must be merged with adjacent features
|
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- Exception: Critical configuration or security files
|
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- Measured after task completion for validation
|
||||
|
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examples:
|
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✅ correct: "Payment system (gateway, validation, UI, tests, config)" # 5 files, 400+ lines
|
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❌ wrong: "Update README.md" # 1 file, <50 lines - merge with related task
|
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```
|
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|
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#### **3. 🔗 Dependency Cohesion Principle**
|
||||
```yaml
|
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definition: "Tightly coupled components must be completed in the same task"
|
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identification:
|
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- Shared data models or interfaces
|
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- Same API endpoint (frontend + backend)
|
||||
- Single user workflow components
|
||||
- Components that fail together
|
||||
|
||||
examples:
|
||||
✅ correct: "Order processing (model, API, validation, UI, tests)" # Tightly coupled
|
||||
❌ wrong: "Order model" + "Order API" as separate tasks # Will break separately
|
||||
```
|
||||
|
||||
#### **4. 📊 Hierarchy Control Rule**
|
||||
```yaml
|
||||
definition: "Clear structure guidelines based on task count"
|
||||
rules:
|
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flat_structure: "≤5 tasks - single level hierarchy (IMPL-1, IMPL-2, ...)"
|
||||
hierarchical_structure: "6-10 tasks - two level hierarchy (IMPL-1.1, IMPL-1.2, ...)"
|
||||
re_scope_required: ">10 tasks - mandatory re-scoping into multiple iterations"
|
||||
|
||||
enforcement:
|
||||
- Hard limit prevents unmanageable complexity
|
||||
- Forces proper planning and scoping
|
||||
- Enables effective progress tracking
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## 🔍 Intelligent Analysis System
|
||||
|
||||
### **Dual CLI Integration Strategy**
|
||||
|
||||
#### **🧠 Gemini CLI (Analysis & Investigation)**
|
||||
```yaml
|
||||
primary_use: "Deep codebase analysis, pattern recognition, context gathering"
|
||||
strengths:
|
||||
- Large context window (2M+ tokens)
|
||||
- Excellent pattern recognition
|
||||
- Cross-module relationship analysis
|
||||
- Architectural understanding
|
||||
|
||||
optimal_tasks:
|
||||
- "Analyze authentication patterns across entire codebase"
|
||||
- "Understand module relationships and dependencies"
|
||||
- "Find similar implementations for reference"
|
||||
- "Identify architectural inconsistencies"
|
||||
|
||||
command_examples:
|
||||
- "~/.claude/scripts/gemini-wrapper -p 'Analyze patterns in auth module'"
|
||||
- "gemini --all-files -p 'Review overall system architecture'"
|
||||
```
|
||||
|
||||
#### **🤖 Codex CLI (Development & Implementation)**
|
||||
```yaml
|
||||
primary_use: "Autonomous development, code generation, implementation"
|
||||
strengths:
|
||||
- Mathematical reasoning and optimization
|
||||
- Security vulnerability assessment
|
||||
- Performance analysis and tuning
|
||||
- Autonomous feature development
|
||||
|
||||
optimal_tasks:
|
||||
- "Implement complete payment processing system"
|
||||
- "Optimize database queries for performance"
|
||||
- "Add comprehensive security validation"
|
||||
- "Refactor code for better maintainability"
|
||||
|
||||
command_examples:
|
||||
- "codex --full-auto exec 'Implement JWT authentication system'"
|
||||
- "codex --full-auto exec 'Optimize API performance bottlenecks'"
|
||||
```
|
||||
|
||||
### **🔍 Advanced Search Strategies**
|
||||
|
||||
#### **Pattern Discovery Commands**
|
||||
```json
|
||||
{
|
||||
"authentication_patterns": {
|
||||
"command": "rg -A 3 -B 3 'authenticate|login|jwt|auth' --type ts --type js | head -50",
|
||||
"purpose": "Discover authentication patterns with context",
|
||||
"output": "Patterns with surrounding code for analysis"
|
||||
},
|
||||
|
||||
"interface_extraction": {
|
||||
"command": "rg '^\\s*interface\\s+\\w+' --type ts -A 5 | awk '/interface/{p=1} p&&/^}/{p=0;print}'",
|
||||
"purpose": "Extract TypeScript interface definitions",
|
||||
"output": "Complete interface definitions for analysis"
|
||||
},
|
||||
|
||||
"dependency_analysis": {
|
||||
"command": "rg '^import.*from.*auth' --type ts | awk -F'from' '{print $2}' | sort | uniq -c",
|
||||
"purpose": "Analyze import dependencies for auth modules",
|
||||
"output": "Sorted list of authentication dependencies"
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
#### **Combined Analysis Pipelines**
|
||||
```bash
|
||||
# Multi-stage analysis pipeline
|
||||
step1="find . -name '*.ts' -o -name '*.js' | xargs rg -l 'auth|jwt' 2>/dev/null"
|
||||
step2="rg '^\\s*(function|const\\s+\\w+\\s*=)' --type ts [files_from_step1]"
|
||||
step3="awk '/^[[:space:]]*interface/{p=1} p&&/^[[:space:]]*}/{p=0;print}' [output]"
|
||||
|
||||
# Context merging command
|
||||
echo "Files: [$step1]; Functions: [$step2]; Interfaces: [$step3]" > combined_analysis.txt
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## 📈 Performance & Optimization
|
||||
|
||||
### **System Performance Metrics**
|
||||
|
||||
| Operation | Target Performance | Current Performance | Optimization Strategy |
|
||||
|-----------|-------------------|-------------------|----------------------|
|
||||
| 🔄 **Session Switch** | <10ms | <5ms average | Atomic file operations |
|
||||
| 📊 **JSON Query** | <1ms | <0.5ms average | Direct JSON access |
|
||||
| 🔍 **Context Load** | <5s | <3s average | Intelligent caching |
|
||||
| 📝 **Doc Update** | <30s | <20s average | Targeted updates only |
|
||||
| ⚡ **Task Execute** | 10min timeout | Variable | Parallel agent execution |
|
||||
|
||||
### **Optimization Strategies**
|
||||
|
||||
#### **🚀 Performance Enhancements**
|
||||
```yaml
|
||||
json_operations:
|
||||
strategy: "Direct JSON manipulation without parsing overhead"
|
||||
benefit: "Sub-millisecond query response times"
|
||||
implementation: "Native file system operations"
|
||||
|
||||
session_management:
|
||||
strategy: "Atomic marker file operations"
|
||||
benefit: "Zero-overhead context switching"
|
||||
implementation: "Single file create/delete operations"
|
||||
|
||||
context_caching:
|
||||
strategy: "Intelligent context preservation"
|
||||
benefit: "Faster subsequent operations"
|
||||
implementation: "Memory-based caching with invalidation"
|
||||
|
||||
parallel_execution:
|
||||
strategy: "Multi-agent parallel task processing"
|
||||
benefit: "Reduced overall execution time"
|
||||
implementation: "Async agent coordination with dependency management"
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## 🛠️ Development & Extension Guide
|
||||
|
||||
### **Adding New Agents**
|
||||
|
||||
#### **Agent Development Template**
|
||||
```markdown
|
||||
# Agent: [Agent Name]
|
||||
|
||||
## Purpose
|
||||
[Clear description of agent's role and responsibilities]
|
||||
|
||||
## Capabilities
|
||||
- [Specific capability 1]
|
||||
- [Specific capability 2]
|
||||
- [Specific capability 3]
|
||||
|
||||
## Tools & Integration
|
||||
- **Primary CLI**: [Gemini|Codex|Both]
|
||||
- **Templates**: [List of template files used]
|
||||
- **Output Format**: [JSON schema or format description]
|
||||
|
||||
## Task Assignment Logic
|
||||
```yaml
|
||||
triggers:
|
||||
- keyword: "[keyword pattern]"
|
||||
- task_type: "[feature|bugfix|refactor|test|docs]"
|
||||
- complexity: "[1-5 scale]"
|
||||
assignment_priority: "[high|medium|low]"
|
||||
```
|
||||
|
||||
## Implementation
|
||||
[Code structure and key files]
|
||||
```
|
||||
|
||||
#### **Command Development Pattern**
|
||||
```yaml
|
||||
command_structure:
|
||||
frontmatter:
|
||||
name: "[command-name]"
|
||||
description: "[clear description]"
|
||||
usage: "[syntax pattern]"
|
||||
examples: "[usage examples]"
|
||||
|
||||
content_sections:
|
||||
- "## Purpose and Scope"
|
||||
- "## Command Syntax"
|
||||
- "## Execution Flow"
|
||||
- "## Integration Points"
|
||||
- "## Error Handling"
|
||||
|
||||
file_naming: "[category]/[command-name].md"
|
||||
location: ".claude/commands/[category]/"
|
||||
```
|
||||
|
||||
### **Template System Extension**
|
||||
|
||||
#### **Template Categories**
|
||||
```yaml
|
||||
analysis_templates:
|
||||
location: ".claude/workflows/cli-templates/prompts/analysis/"
|
||||
purpose: "Pattern recognition, architectural understanding"
|
||||
primary_tool: "Gemini"
|
||||
|
||||
development_templates:
|
||||
location: ".claude/workflows/cli-templates/prompts/development/"
|
||||
purpose: "Code generation, implementation"
|
||||
primary_tool: "Codex"
|
||||
|
||||
planning_templates:
|
||||
location: ".claude/workflows/cli-templates/prompts/planning/"
|
||||
purpose: "Strategic planning, task breakdown"
|
||||
tools: "Cross-tool compatible"
|
||||
|
||||
role_templates:
|
||||
location: ".claude/workflows/cli-templates/planning-roles/"
|
||||
purpose: "Specialized perspective templates"
|
||||
usage: "Brainstorming and strategic planning"
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## 🔧 Configuration & Customization
|
||||
|
||||
### **System Configuration Files**
|
||||
|
||||
#### **Core Configuration**
|
||||
```json
|
||||
// .claude/settings.local.json
|
||||
{
|
||||
"session_management": {
|
||||
"max_concurrent_sessions": 5,
|
||||
"auto_cleanup_days": 30,
|
||||
"backup_frequency": "daily"
|
||||
},
|
||||
|
||||
"performance": {
|
||||
"token_limit_gemini": 2000000,
|
||||
"execution_timeout": 600000,
|
||||
"cache_retention_hours": 24
|
||||
},
|
||||
|
||||
"agent_preferences": {
|
||||
"default_code_agent": "code-developer",
|
||||
"default_analysis_agent": "conceptual-planning-agent",
|
||||
"parallel_execution": true
|
||||
},
|
||||
|
||||
"cli_integration": {
|
||||
"gemini_wrapper_path": "~/.claude/scripts/gemini-wrapper",
|
||||
"codex_command": "codex --full-auto exec",
|
||||
"auto_approval_modes": true
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
### **Custom Agent Configuration**
|
||||
|
||||
#### **Agent Priority Matrix**
|
||||
```yaml
|
||||
task_assignment_rules:
|
||||
feature_development:
|
||||
primary: "code-developer"
|
||||
secondary: "action-planning-agent"
|
||||
review: "code-review-test-agent"
|
||||
|
||||
bug_analysis:
|
||||
primary: "conceptual-planning-agent"
|
||||
secondary: "code-developer"
|
||||
review: "code-review-test-agent"
|
||||
|
||||
architecture_planning:
|
||||
primary: "conceptual-planning-agent"
|
||||
secondary: "action-planning-agent"
|
||||
documentation: "memory-gemini-bridge"
|
||||
|
||||
complexity_routing:
|
||||
simple_tasks: "direct_execution" # Skip planning phase
|
||||
medium_tasks: "standard_workflow" # Full planning + execution
|
||||
complex_tasks: "multi_agent_orchestration" # All agents coordinated
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## 📚 Advanced Usage Patterns
|
||||
|
||||
### **Enterprise Workflows**
|
||||
|
||||
#### **🏢 Large-Scale Development**
|
||||
```bash
|
||||
# Multi-team coordination workflow
|
||||
/workflow:session:start "Microservices Migration Initiative"
|
||||
|
||||
# Comprehensive analysis phase
|
||||
/workflow:brainstorm "microservices architecture strategy" \
|
||||
--perspectives=system-architect,data-architect,security-expert,ui-designer
|
||||
|
||||
# Parallel team planning
|
||||
/workflow:plan-deep "service decomposition" --complexity=high --depth=3
|
||||
/task:breakdown IMPL-1 --strategy=auto --depth=2
|
||||
|
||||
# Coordinated implementation
|
||||
/codex:mode:auto "Implement user service microservice with full test coverage"
|
||||
/codex:mode:auto "Implement payment service microservice with integration tests"
|
||||
/codex:mode:auto "Implement notification service microservice with monitoring"
|
||||
|
||||
# Cross-service integration
|
||||
/workflow:review --auto-fix
|
||||
/update-memory-full
|
||||
```
|
||||
|
||||
#### **🔒 Security-First Development**
|
||||
```bash
|
||||
# Security-focused workflow
|
||||
/workflow:session:start "Security Hardening Initiative"
|
||||
|
||||
# Security analysis
|
||||
/workflow:brainstorm "application security assessment" \
|
||||
--perspectives=security-expert,system-architect
|
||||
|
||||
# Threat modeling and implementation
|
||||
/gemini:analyze "security vulnerabilities and threat vectors"
|
||||
/codex:mode:auto "Implement comprehensive security controls based on threat model"
|
||||
|
||||
# Security validation
|
||||
/workflow:review --auto-fix
|
||||
/gemini:mode:bug-index "Verify all security controls are properly implemented"
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## 🎯 Best Practices & Guidelines
|
||||
|
||||
### **Development Best Practices**
|
||||
|
||||
#### **📋 Task Planning Guidelines**
|
||||
```yaml
|
||||
effective_planning:
|
||||
- "Start with business value, not technical implementation"
|
||||
- "Use brainstorming for complex or unfamiliar domains"
|
||||
- "Always validate task decomposition against the 4 core standards"
|
||||
- "Include integration and testing in every task"
|
||||
- "Plan for rollback and error scenarios"
|
||||
|
||||
task_sizing:
|
||||
- "Aim for 1-3 day completion per task"
|
||||
- "Include all related files in single task"
|
||||
- "Consider deployment and configuration requirements"
|
||||
- "Plan for documentation and knowledge transfer"
|
||||
|
||||
quality_gates:
|
||||
- "Every task must include tests"
|
||||
- "Security review required for user-facing features"
|
||||
- "Performance testing for critical paths"
|
||||
- "Documentation updates for public APIs"
|
||||
```
|
||||
|
||||
#### **🔍 Analysis Best Practices**
|
||||
```yaml
|
||||
effective_analysis:
|
||||
- "Use Gemini for understanding, Codex for implementation"
|
||||
- "Start with project structure analysis"
|
||||
- "Identify 3+ similar patterns before implementing new ones"
|
||||
- "Document assumptions and decisions"
|
||||
- "Validate analysis with targeted searches"
|
||||
|
||||
context_gathering:
|
||||
- "Load complete context before making changes"
|
||||
- "Use focus_paths for targeted analysis"
|
||||
- "Leverage free exploration phase for edge cases"
|
||||
- "Combine multiple search strategies"
|
||||
- "Cache and reuse analysis results"
|
||||
```
|
||||
|
||||
### **🚨 Common Pitfalls & Solutions**
|
||||
|
||||
| Pitfall | Impact | Solution |
|
||||
|---------|--------|----------|
|
||||
| **Over-fragmented tasks** | Context switching overhead | Apply 4 core decomposition standards |
|
||||
| **Missing dependencies** | Build failures, integration issues | Use dependency analysis commands |
|
||||
| **Insufficient context** | Poor implementation quality | Leverage free exploration phase |
|
||||
| **Inconsistent patterns** | Maintenance complexity | Always find 3+ similar implementations |
|
||||
| **Missing tests** | Quality and regression issues | Include testing in every task |
|
||||
|
||||
---
|
||||
|
||||
## 🔮 Future Enhancements & Roadmap
|
||||
|
||||
### **Planned Improvements**
|
||||
|
||||
#### **🧠 Enhanced AI Integration**
|
||||
```yaml
|
||||
advanced_reasoning:
|
||||
- "Multi-step reasoning chains for complex problems"
|
||||
- "Self-correcting analysis with validation loops"
|
||||
- "Cross-agent knowledge sharing and learning"
|
||||
|
||||
intelligent_automation:
|
||||
- "Predictive task decomposition based on project history"
|
||||
- "Automatic pattern detection and application"
|
||||
- "Context-aware template selection and customization"
|
||||
```
|
||||
|
||||
#### **⚡ Performance Optimization**
|
||||
```yaml
|
||||
performance_enhancements:
|
||||
- "Distributed agent execution across multiple processes"
|
||||
- "Intelligent caching with dependency invalidation"
|
||||
- "Streaming analysis results for large codebases"
|
||||
|
||||
scalability_improvements:
|
||||
- "Support for multi-repository workflows"
|
||||
- "Enterprise-grade session management"
|
||||
- "Team collaboration and shared sessions"
|
||||
```
|
||||
|
||||
#### **🔧 Developer Experience**
|
||||
```yaml
|
||||
dx_improvements:
|
||||
- "Visual workflow designer and editor"
|
||||
- "Interactive task breakdown with AI assistance"
|
||||
- "Real-time collaboration and code review"
|
||||
- "Integration with popular IDEs and development tools"
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
<div align="center">
|
||||
|
||||
## 🎯 **CCW Workflow System**
|
||||
|
||||
*Advanced multi-agent orchestration for autonomous software development*
|
||||
|
||||
**Built for developers, by developers, with AI-first principles**
|
||||
|
||||
[](../README.md)
|
||||
[](https://github.com/catlog22/Claude-Code-Workflow/wiki)
|
||||
|
||||
</div>
|
||||
@@ -122,24 +122,9 @@ All task files use this simplified 5-field schema:
|
||||
"flow_control": {
|
||||
"pre_analysis": [
|
||||
{
|
||||
"step": "gather_context",
|
||||
"action": "Read dependency summaries",
|
||||
"command": "bash(cat .workflow/WFS-[session-id]/.summaries/IMPL-1.1-summary.md)",
|
||||
"output_to": "auth_design_context",
|
||||
"on_error": "skip_optional"
|
||||
},
|
||||
{
|
||||
"step": "analyze_patterns",
|
||||
"action": "Analyze existing auth patterns",
|
||||
"command": "bash(~/.claude/scripts/gemini-wrapper -p '@{src/auth/**/*} analyze authentication patterns using context: [auth_design_context]')",
|
||||
"output_to": "pattern_analysis",
|
||||
"on_error": "fail"
|
||||
},
|
||||
{
|
||||
"step": "implement",
|
||||
"action": "Implement JWT based on analysis",
|
||||
"command": "bash(codex --full-auto exec 'Implement JWT using analysis: [pattern_analysis] and dependency context: [auth_design_context]')",
|
||||
"on_error": "manual_intervention"
|
||||
"step": "...",
|
||||
"action": "...",
|
||||
"command": "..."
|
||||
}
|
||||
],
|
||||
"implementation_approach": {
|
||||
@@ -197,14 +182,27 @@ The **focus_paths** field within **context** specifies concrete project paths re
|
||||
|
||||
The **flow_control** field serves as a universal process manager for task execution with comprehensive flow orchestration:
|
||||
|
||||
#### pre_analysis Array - Sequential Process Steps
|
||||
Each step contains:
|
||||
- **step**: Unique identifier for the step
|
||||
- **action**: Human-readable description of what the step does
|
||||
- **command**: Executable command wrapped in `bash()` with embedded context variables (e.g., `bash(command with [variable_name])`)
|
||||
- **output_to**: Variable name to store step results (optional for final steps)
|
||||
- **on_error**: Error handling strategy (`skip_optional`, `fail`, `retry_once`, `manual_intervention`)
|
||||
- **success_criteria**: Optional validation criteria (e.g., `exit_code:0`)
|
||||
#### pre_analysis - Flexible Context Gathering
|
||||
|
||||
**核心定位**: 纯上下文获取阶段，为实现准备充分信息
|
||||
|
||||
**四种灵活获取方式**:
|
||||
- **文档引用**: `bash(cat 相关文档路径)` - 直接读取项目文档
|
||||
- **搜索命令**: `bash(grep/rg/find等)` - 灵活搜索代码模式
|
||||
- **CLI分析**: `bash(gemini/codex分析命令)` - 深度分析理解
|
||||
- **自由探索**: Agent自主使用Read、Grep、Search等工具
|
||||
|
||||
**设计原则**:
|
||||
- **步骤数量自由**: 1-N步，按需求复杂度决定
|
||||
- **命令组合灵活**: 支持任意bash管道组合
|
||||
- **够用即可**: 不要过度设计，获取足够上下文即可
|
||||
|
||||
**基本步骤结构**:
|
||||
- **step**: 步骤标识
|
||||
- **action**: 步骤描述
|
||||
- **command**: 执行命令（支持变量引用）
|
||||
- **output_to**: 存储结果的变量名（可选）
|
||||
- **on_error**: 错误处理策略
|
||||
|
||||
#### Context Flow Management
|
||||
- **Variable Accumulation**: Each step can reference outputs from previous steps via `[variable_name]`
|
||||
@@ -221,101 +219,46 @@ Each step contains:
|
||||
- **Cross-Session**: Use `.workflow/*/` only when accessing multiple sessions (rare cases)
|
||||
- **Relative Paths**: Use `.summaries/` when executing from within session directory
|
||||
|
||||
#### Command Types Supported
|
||||
- **CLI Analysis**: `bash(~/.claude/scripts/gemini-wrapper -p 'prompt')`
|
||||
- **Agent Execution**: `bash(codex --full-auto exec 'task description')`
|
||||
- **Shell Commands**: `bash(cat)`, `bash(grep)`, `bash(find)`, `bash(rg)`, `bash(awk)`, `bash(sed)`, `bash(custom scripts)`
|
||||
- **Search Pipelines**: `bash(find + grep combinations)`, `bash(rg + jq processing)`, `bash(pattern discovery chains)`
|
||||
- **Context Processing**: `bash(file reading)`, `bash(dependency loading)`, `bash(context merging)`
|
||||
- **Combined Analysis**: `bash(multi-tool command pipelines for comprehensive analysis)`
|
||||
#### Supported Context Acquisition Methods
|
||||
- **Document Retrieval**: `bash(cat)` - Read CLAUDE.md, README and other documentation
|
||||
- **Pattern Search**: `bash(rg)`, `bash(grep)`, `bash(find)` - Search for code patterns
|
||||
- **Deep Analysis**: `bash(gemini-wrapper)` - Understand existing architecture and patterns
|
||||
- **Autonomous Exploration**: Flexible combination of Read, Grep, Search and other tools
|
||||
- **Pipeline Combinations**: Any bash command pipelines, supporting complex information processing
|
||||
|
||||
#### Combined Search Strategies
|
||||
#### Flexible Command Combination Examples
|
||||
|
||||
The pre_analysis system supports flexible command combinations beyond just codex and gemini CLI tools. You can chain together grep, ripgrep (rg), find, awk, sed, and other bash commands for powerful analysis pipelines.
|
||||
|
||||
**Pattern Discovery Commands**:
|
||||
```json
|
||||
// Search for authentication patterns with context
|
||||
{
|
||||
"step": "find_auth_patterns",
|
||||
"action": "Discover authentication patterns across codebase",
|
||||
"command": "bash(rg -A 3 -B 3 'authenticate|login|jwt|auth' --type ts --type js | head -50)",
|
||||
"output_to": "auth_patterns",
|
||||
"on_error": "skip_optional"
|
||||
}
|
||||
|
||||
// Find related test files
|
||||
{
|
||||
"step": "discover_test_files",
|
||||
"action": "Locate test files related to authentication",
|
||||
"command": "bash(find . -type f \\( -name '*test*' -o -name '*spec*' \\) | xargs rg -l 'auth|login' 2>/dev/null | head -10)",
|
||||
"output_to": "test_files",
|
||||
"on_error": "skip_optional"
|
||||
}
|
||||
|
||||
// Extract interface definitions
|
||||
{
|
||||
"step": "extract_interfaces",
|
||||
"action": "Extract TypeScript interface definitions",
|
||||
"command": "bash(rg '^\\s*interface\\s+\\w+' --type ts -A 5 [focus_paths] | awk '/^[[:space:]]*interface/{p=1} p&&/^[[:space:]]*}/{p=0;print;print\"\"}')",
|
||||
"output_to": "interfaces",
|
||||
"on_error": "skip_optional"
|
||||
}
|
||||
**Basic Search**:
|
||||
```bash
|
||||
rg "auth|login" --type ts # Search authentication-related code
|
||||
find . -name "*test*" | head # Find test files
|
||||
cat CLAUDE.md # Read project specifications
|
||||
```
|
||||
|
||||
**File Discovery Commands**:
|
||||
```json
|
||||
// Find configuration files
|
||||
{
|
||||
"step": "find_config_files",
|
||||
"action": "Locate configuration files related to auth",
|
||||
"command": "bash(find [focus_paths] -type f \\( -name '*.json' -o -name '*.yaml' -o -name '*.yml' -o -name '*.env*' \\) | xargs rg -l 'auth|jwt|token' 2>/dev/null)",
|
||||
"output_to": "config_files",
|
||||
"on_error": "skip_optional"
|
||||
}
|
||||
**Dependency Task Summary References**:
|
||||
```bash
|
||||
# Reference completed task summary documents
|
||||
cat .workflow/WFS-[session-id]/.summaries/IMPL-1.1-summary.md
|
||||
|
||||
// Discover API endpoints
|
||||
{
|
||||
"step": "find_api_endpoints",
|
||||
"action": "Find API route definitions",
|
||||
"command": "bash(rg -n 'app\\.(get|post|put|delete|patch).*auth|router\\.(get|post|put|delete|patch).*auth' --type js --type ts [focus_paths])",
|
||||
"output_to": "api_routes",
|
||||
"on_error": "skip_optional"
|
||||
}
|
||||
# Batch read dependency task summaries
|
||||
for dep in IMPL-1.1 IMPL-1.2; do
|
||||
cat .workflow/WFS-[session-id]/.summaries/${dep}-summary.md 2>/dev/null
|
||||
done
|
||||
```
|
||||
|
||||
**Advanced Analysis Commands**:
|
||||
```json
|
||||
// Analyze import dependencies
|
||||
{
|
||||
"step": "analyze_imports",
|
||||
"action": "Map import dependencies for auth modules",
|
||||
"command": "bash(rg '^import.*from.*auth' --type ts --type js [focus_paths] | awk -F'from' '{print $2}' | sort | uniq -c | sort -nr)",
|
||||
"output_to": "import_analysis",
|
||||
"on_error": "skip_optional"
|
||||
}
|
||||
|
||||
// Count function definitions
|
||||
{
|
||||
"step": "count_functions",
|
||||
"action": "Count and categorize function definitions",
|
||||
"command": "bash(rg '^\\s*(function|const\\s+\\w+\\s*=|export\\s+(function|const))' --type ts --type js [focus_paths] | wc -l)",
|
||||
"output_to": "function_count",
|
||||
"on_error": "skip_optional"
|
||||
}
|
||||
**Combined Analysis**:
|
||||
```bash
|
||||
rg "interface.*Auth" | head -20 # Find interface definitions
|
||||
find src -name "*.ts" | xargs rg -l "login" # Find related files
|
||||
gemini-wrapper -p "analyze existing auth patterns" # Deep analysis
|
||||
```
|
||||
|
||||
**Context Merging Commands**:
|
||||
```json
|
||||
// Combine multiple analysis results
|
||||
{
|
||||
"step": "merge_analysis",
|
||||
"action": "Combine pattern and structure analysis",
|
||||
"command": "bash(echo 'Auth Patterns:'; echo '[auth_patterns]'; echo; echo 'Test Files:'; echo '[test_files]'; echo; echo 'Config Files:'; echo '[config_files]')",
|
||||
"output_to": "combined_context",
|
||||
"on_error": "skip_optional"
|
||||
}
|
||||
```
|
||||
**Flexibility Principles**:
|
||||
- Combine commands based on task requirements, don't mechanically copy examples
|
||||
- Simple tasks may only need 1-2 search commands
|
||||
- Complex tasks can design multi-step context accumulation
|
||||
- Fully utilize the powerful combination capabilities of pipeline commands
|
||||
- Reasonably reference prerequisite task summary documents as context
|
||||
|
||||
#### Error Handling Strategies
|
||||
- **skip_optional**: Continue execution, step result is empty
|
||||
@@ -323,61 +266,61 @@ The pre_analysis system supports flexible command combinations beyond just codex
|
||||
- **retry_once**: Retry step once, then fail if still unsuccessful
|
||||
- **manual_intervention**: Pause execution for manual review
|
||||
|
||||
#### Example Flow Control
|
||||
#### Flexible Design Examples
|
||||
|
||||
**Simple Tasks** (1-2 step context gathering):
|
||||
```json
|
||||
{
|
||||
"pre_analysis": [
|
||||
{
|
||||
"step": "gather_dependencies",
|
||||
"action": "Load context from completed dependencies",
|
||||
"command": "bash(for dep in ${depends_on}; do cat .workflow/WFS-[session-id]/.summaries/${dep}-summary.md 2>/dev/null || echo \"No summary for $dep\"; done)",
|
||||
"output_to": "dependency_context",
|
||||
"on_error": "skip_optional"
|
||||
},
|
||||
{
|
||||
"step": "discover_patterns",
|
||||
"action": "Find existing patterns using combined search",
|
||||
"command": "bash(rg -A 2 -B 2 'class.*Auth|interface.*Auth|type.*Auth' --type ts [focus_paths] | head -30)",
|
||||
"output_to": "auth_patterns",
|
||||
"on_error": "skip_optional"
|
||||
},
|
||||
{
|
||||
"step": "find_related_files",
|
||||
"action": "Discover related implementation files",
|
||||
"command": "bash(find [focus_paths] -type f -name '*.ts' -o -name '*.js' | xargs rg -l 'auth|login|jwt' 2>/dev/null | head -15)",
|
||||
"output_to": "related_files",
|
||||
"on_error": "skip_optional"
|
||||
},
|
||||
{
|
||||
"step": "analyze_codebase",
|
||||
"action": "Understand current implementation with Gemini",
|
||||
"command": "bash(~/.claude/scripts/gemini-wrapper -p 'Analyze patterns: [auth_patterns] in files: [related_files] using context: [dependency_context]')",
|
||||
"output_to": "codebase_analysis",
|
||||
"on_error": "fail"
|
||||
},
|
||||
{
|
||||
"step": "implement",
|
||||
"action": "Execute implementation based on comprehensive analysis",
|
||||
"command": "bash(codex --full-auto exec 'Implement based on: [codebase_analysis] with discovered patterns: [auth_patterns] and dependency context: [dependency_context]')",
|
||||
"on_error": "manual_intervention"
|
||||
}
|
||||
],
|
||||
"implementation_approach": {
|
||||
"task_description": "Execute implementation following [codebase_analysis] patterns and [dependency_context] requirements",
|
||||
"modification_points": [
|
||||
"Update target files in [focus_paths] following established patterns",
|
||||
"Apply [dependency_context] insights to maintain consistency"
|
||||
],
|
||||
"logic_flow": [
|
||||
"Analyze existing patterns → apply dependency context → implement changes → validate results"
|
||||
]
|
||||
},
|
||||
"target_files": [
|
||||
"file:function:lines format for precise targeting"
|
||||
]
|
||||
}
|
||||
"pre_analysis": [
|
||||
{
|
||||
"step": "check_patterns",
|
||||
"action": "Search existing patterns",
|
||||
"command": "bash(rg 'login|auth' src/ | head -10)"
|
||||
}
|
||||
]
|
||||
```
|
||||
|
||||
**Medium Tasks** (Multi-step context accumulation):
|
||||
```json
|
||||
"pre_analysis": [
|
||||
{
|
||||
"step": "load_dependencies",
|
||||
"action": "Read dependency task summaries",
|
||||
"command": "bash(cat .workflow/WFS-[session-id]/.summaries/IMPL-1.1-summary.md)",
|
||||
"output_to": "dependency_context"
|
||||
},
|
||||
{
|
||||
"step": "read_docs",
|
||||
"action": "Read project specifications",
|
||||
"command": "bash(cat CLAUDE.md)",
|
||||
"output_to": "project_rules"
|
||||
},
|
||||
{
|
||||
"step": "find_similar",
|
||||
"action": "Find similar implementations",
|
||||
"command": "bash(rg 'class.*Service' src/)",
|
||||
"output_to": "existing_services"
|
||||
}
|
||||
]
|
||||
```
|
||||
|
||||
**Important**: These are references only, please design flexibly based on actual task requirements, don't mechanically copy.
|
||||
|
||||
#### implementation_approach - Implementation Method Definition
|
||||
|
||||
**Core Purpose**: Based on context gathered from pre_analysis, describe specific implementation strategies and methods
|
||||
|
||||
**Four Design Principles**:
|
||||
1. **Context Driven**: Fully utilize all context information collected during pre_analysis phase
|
||||
2. **Pattern Following**: Implement based on discovered existing code patterns and project conventions
|
||||
3. **Precise Targeting**: Clearly specify files, functions and code locations that need modification
|
||||
4. **Clear Logic**: Describe clear implementation flow and business logic
|
||||
|
||||
**Field Descriptions**:
|
||||
- **task_description**: Comprehensive description, referencing context variables and inherited information
|
||||
- **modification_points**: Specific code modification points, precise to files and functions
|
||||
- **logic_flow**: Business logic flow, describing implementation execution sequence
|
||||
- **target_files**: Target file list, format as `file:function:lines`
|
||||
|
||||
#### Benefits of Flow Control
|
||||
- **Universal Process Manager**: Handles any type of analysis or implementation flow
|
||||
- **Context Accumulation**: Builds comprehensive context through step chain
|
||||
|
||||
Reference in New Issue
Block a user