🚀 Claude Code Workflow (CCW)

Languages: English | 中文

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Claude Code Workflow (CCW) is a next-generation multi-agent automation framework that orchestrates complex software development tasks through intelligent workflow management and autonomous execution.

🎉 Latest: v4.4.0 - UI Design Workflow V3 with Layout/Style Separation Architecture. See CHANGELOG.md for details.

What's New in v4.4.0:

• 🏗️ Layout/Style Separation: New layout-extract command separates structure from visual tokens
• 📦 Pure Assembler: generate command now purely combines pre-extracted layouts + styles
• 🎯 Better Variety: Layout exploration generates structurally distinct designs
• ✅ Single Responsibility: Each phase (style, layout, assembly) has clear purpose

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✨ Key Features

• 🎯 Context-First Architecture: Pre-defined context gathering eliminates execution uncertainty and error accumulation.
• 🤖 Multi-Agent System: Specialized agents (@code-developer, @test-fix-agent) with tech-stack awareness and automated test validation.
• 🔄 End-to-End Workflow Automation: From brainstorming to deployment with multi-phase orchestration.
• 📋 JSON-First Task Model: Structured task definitions with pre_analysis steps for deterministic execution.
• 🧪 TDD Workflow Support: Complete Test-Driven Development with Red-Green-Refactor cycle enforcement.
• 🧠 Multi-Model Orchestration: Leverages Gemini (analysis), Qwen (architecture), and Codex (implementation) strengths.
• ✅ Pre-execution Verification: Validates plans with both strategic (Gemini) and technical (Codex) analysis.
• 🔧 Unified CLI: A single, powerful /cli:* command set for interacting with various AI tools.
• 📦 Smart Context Package: context-package.json links tasks to relevant codebase files and external examples.

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⚙️ Installation

🚀 Quick One-Line Installation

Windows (PowerShell):

Invoke-Expression (Invoke-WebRequest -Uri "https://raw.githubusercontent.com/catlog22/Claude-Code-Workflow/main/install-remote.ps1" -UseBasicParsing).Content

Linux/macOS (Bash/Zsh):

bash <(curl -fsSL https://raw.githubusercontent.com/catlog22/Claude-Code-Workflow/main/install-remote.sh)

📋 Interactive Version Selection

After running the installation command, you'll see an interactive menu with real-time version information:

Detecting latest release and commits...
Latest stable: v3.2.0 (2025-10-02 04:27 UTC)
Latest commit: cdea58f (2025-10-02 08:15 UTC)

====================================================
            Version Selection Menu
====================================================

1) Latest Stable Release (Recommended)
   |-- Version: v3.2.0
   |-- Released: 2025-10-02 04:27 UTC
   \-- Production-ready

2) Latest Development Version
   |-- Branch: main
   |-- Commit: cdea58f
   |-- Updated: 2025-10-02 08:15 UTC
   |-- Cutting-edge features
   \-- May contain experimental changes

3) Specific Release Version
   |-- Install a specific tagged release
   \-- Recent: v3.2.0, v3.1.0, v3.0.1

====================================================

Select version to install (1-3, default: 1):

Version Options:

• Option 1 (Recommended): Latest stable release with verified production quality
• Option 2: Latest development version from main branch with newest features
• Option 3: Specific version tag for controlled deployments

💡 Pro Tip: The installer automatically detects and displays the latest version numbers and release dates from GitHub. Just press Enter to select the recommended stable release.

📦 Local Installation (Install-Claude.ps1)

For local installation without network access, use the bundled PowerShell installer:

Installation Modes:

# Interactive mode with prompts (recommended)
.\Install-Claude.ps1

# Quick install with automatic backup
.\Install-Claude.ps1 -Force -BackupAll

# Non-interactive install
.\Install-Claude.ps1 -NonInteractive -Force

Installation Options:

Mode	Description	Installs To
Global	System-wide installation (default)	~/.claude/, ~/.codex/, ~/.gemini/
Path	Custom directory + global hybrid	Local: agents/, commands/ Global: workflows/, scripts/

Backup Behavior:

• Default: Automatic backup enabled (-BackupAll)
• Disable: Use -NoBackup flag (⚠️ overwrites without backup)
• Backup location: claude-backup-{timestamp}/ in installation directory

⚠️ Important Warnings:

• -Force -BackupAll: Silent file overwrite (with backup)
• -NoBackup -Force: Permanent file overwrite (no recovery)
• Global mode modifies user profile directories

✅ Verify Installation

After installation, run the following command to ensure CCW is working:

/workflow:session:list

📝 Installation Notes:

• The installer will automatically install/update .codex/ and .gemini/ directories
• Global mode: Installs to ~/.codex and ~/.gemini
• Path mode: Installs to your specified directory (e.g., project/.codex, project/.gemini)
• Backup: Existing files are backed up by default to claude-backup-{timestamp}/
• Safety: Use interactive mode for first-time installation to review changes

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⚙️ Configuration

Tool Control System

CCW uses a configuration-based tool control system that makes external CLI tools optional rather than required. This allows you to:

• ✅ Start with Claude-only mode - Work immediately without installing additional tools
• ✅ Progressive enhancement - Add external tools selectively as needed
• ✅ Graceful degradation - Automatic fallback when tools are unavailable
• ✅ Flexible configuration - Control tool availability per project

Configuration File: ~/.claude/workflows/tool-control.yaml

tools:
  gemini:
    enabled: false  # Optional: AI analysis & documentation
  qwen:
    enabled: true   # Optional: AI architecture & code generation
  codex:
    enabled: true   # Optional: AI development & implementation

Behavior:

• When disabled: CCW automatically falls back to other enabled tools or Claude's native capabilities
• When enabled: Uses specialized tools for their specific strengths
• Default: All tools disabled - Claude-only mode works out of the box

Optional CLI Tools (Enhanced Capabilities)

While CCW works with Claude alone, installing these tools provides enhanced analysis and extended context:

External CLI Tools

Tool	Purpose	Installation	Benefits
Gemini CLI	AI analysis & documentation	npm install -g @google/gemini-cli (GitHub)	Free quota, extended context for complex projects
Codex CLI	AI development & implementation	npm install -g @openai/codex (GitHub)	Autonomous development, mathematical reasoning
Qwen Code	AI architecture & code generation	npm install -g @qwen-code/qwen-code (Docs)	Large context window, architecture analysis

System Utilities

Tool	Purpose	Installation
ripgrep (rg)	Fast code search	Download or brew install ripgrep (macOS), apt install ripgrep (Ubuntu)
jq	JSON processing	Download or brew install jq (macOS), apt install jq (Ubuntu)

Quick Install (All Tools):

# macOS
brew install ripgrep jq
npm install -g @google/gemini-cli @openai/codex @qwen-code/qwen-code

# Ubuntu/Debian
sudo apt install ripgrep jq
npm install -g @google/gemini-cli @openai/codex @qwen-code/qwen-code

# Windows (Chocolatey)
choco install ripgrep jq
npm install -g @google/gemini-cli @openai/codex @qwen-code/qwen-code

Essential: Gemini CLI Setup

Configure Gemini CLI for optimal integration:

// ~/.gemini/settings.json
{
  "contextFileName": ["CLAUDE.md", "GEMINI.md"]
}

Recommended: .geminiignore

Optimize performance by excluding unnecessary files:

# .geminiignore (in project root)
/dist/
/build/
/node_modules/
/.next/
*.tmp
*.log
/temp/

# Include important docs
!README.md
!**/CLAUDE.md

Recommended: MCP Tools (Enhanced Analysis)

MCP (Model Context Protocol) tools provide advanced codebase analysis. Recommended installation - While CCW has fallback mechanisms, not installing MCP tools may lead to unexpected behavior or degraded performance in some workflows.

Available MCP Servers

MCP Server	Purpose	Installation Guide
Exa MCP	External API patterns & best practices	Install Guide
Code Index MCP	Advanced internal code search	Install Guide

Benefits When Enabled

• 📊 Faster Analysis: Direct codebase indexing vs manual searching
• 🌐 External Context: Real-world API patterns and examples
• 🔍 Advanced Search: Pattern matching and similarity detection
• ⚡ Better Reliability: Primary tools for certain workflows

⚠️ Note: Some workflows expect MCP tools to be available. Without them, you may experience:

• Slower code analysis and search operations
• Reduced context quality in some scenarios
• Fallback to less efficient traditional tools
• Potential unexpected behavior in advanced workflows

---

🚀 Getting Started

Complete Development Workflow

Phase 1: Brainstorming & Conceptual Planning

# Multi-perspective brainstorming with role-based agents
/workflow:brainstorm:auto-parallel "Build a user authentication system"

# Review and refine specific aspects (optional)
/workflow:brainstorm:ui-designer "authentication flows"
/workflow:brainstorm:synthesis  # Generate consolidated specification

Phase 2: UI Design Refinement (Optional for UI-heavy projects)

🎯 Choose Your Workflow:

Scenario 1: Starting from an idea or concept → Use explore-auto

# Generate multiple style and layout options to explore different directions
/workflow:ui-design:explore-auto --prompt "Modern blog: home, article, author" --style-variants 3 --layout-variants 2
# Creates a 3×2 matrix: 3 visual styles × 2 layouts = 6 prototypes to choose from

Scenario 2: Replicating an existing design → Use imitate-auto

# Fast, high-fidelity replication of reference designs
/workflow:ui-design:imitate-auto --images "refs/design.png" --pages "dashboard,settings"
# Or auto-screenshot from URL (requires Playwright/Chrome DevTools MCP)
/workflow:ui-design:imitate-auto --url "https://linear.app" --pages "home,features"

Scenario 3: Batch creation from existing design system → Use batch-generate

# Already have a design system? Generate multiple pages quickly
/workflow:ui-design:batch-generate --prompt "Create profile and settings pages" --layout-variants 2

Advanced: Manual Step-by-Step Control (v4.4.0+)

# 1. Extract visual style (colors, typography, spacing)
/workflow:ui-design:style-extract --images "refs/*.png" --mode explore --variants 3

# 2. Consolidate into production-ready design tokens
/workflow:ui-design:consolidate --variants "variant-1,variant-3"

# 3. Extract layout structure (DOM, CSS layout rules)
/workflow:ui-design:layout-extract --targets "dashboard,auth" --mode explore --variants 2 --device-type responsive

# 4. Combine style + layout → HTML/CSS prototypes
/workflow:ui-design:generate --style-variants 1 --layout-variants 2

# 5. Preview and select
cd .workflow/WFS-auth/.design/prototypes && python -m http.server 8080
# Visit http://localhost:8080/compare.html for side-by-side comparison

# 6. Integrate selected design into project
/workflow:ui-design:update --session WFS-auth --selected-prototypes "dashboard-s1-l2"

Phase 3: Action Planning

# Create executable implementation plan
/workflow:plan "Implement JWT-based authentication system"

# OR for TDD approach
/workflow:tdd-plan "Implement authentication with test-first development"

Phase 4: Execution

# Execute tasks with AI agents
/workflow:execute

# Monitor progress
/workflow:status

Phase 5: Testing & Quality Assurance

# Generate independent test-fix workflow (v3.2.2+)
/workflow:test-gen WFS-auth  # Creates WFS-test-auth session
/workflow:execute            # Runs test validation

# OR verify TDD compliance (TDD workflow)
/workflow:tdd-verify

Quick Start for Simple Tasks

Feature Development:

/workflow:session:start "Add password reset feature"
/workflow:plan "Email-based password reset with token expiry"
/workflow:execute

Bug Fixing:

# Interactive analysis with CLI tools
/cli:mode:bug-index --tool gemini "Login timeout on mobile devices"

# Execute the suggested fix
/workflow:execute

💡 When to Use Which Approach?

Use /workflow:plan + /workflow:execute for:

• Complex features requiring multiple modules (>3 modules)
• Tasks with multiple subtasks (>5 subtasks)
• Cross-cutting changes affecting architecture
• Features requiring coordination between components
• When you need structured planning and progress tracking

Use Claude Code directly for:

• Simple, focused changes (single file or module)
• Quick bug fixes with clear solutions
• Documentation updates
• Code refactoring within one component
• Straightforward feature additions

Code Analysis:

# Deep codebase analysis
/cli:mode:code-analysis --tool qwen "Analyze authentication module architecture"

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🛠️ Command Reference

Unified CLI Commands (`/cli:*)

Use the --tool <gemini|qwen|codex> flag to select the desired tool. Defaults to gemini.

Command	Description
/cli:analyze	Deep codebase analysis.
/cli:chat	Direct, interactive chat with a tool.
/cli:execute	Execute a task with full permissions.
/cli:cli-init	Initialize CLI tool configurations for the workspace.
/cli:mode:bug-index	Analyze bugs and suggest fixes.
/cli:mode:code-analysis	Perform deep code analysis and debugging.
/cli:mode:plan	Project planning and architecture analysis.

Workflow Commands (`/workflow:*)

Command	Description
/workflow:session:*	Manage development sessions (start, resume, list, complete).
/workflow:brainstorm:*	Use role-based agents for multi-perspective planning.
/workflow:ui-design:explore-auto	v4.4.0 Matrix exploration mode - Generate multiple style × layout variants with layout/style separation.
/workflow:ui-design:imitate-auto	v4.4.0 Fast imitation mode - Rapid UI replication with auto-screenshot, layout extraction, and assembly.
/workflow:ui-design:style-extract	v4.4.0 Extract visual style (colors, typography, spacing) from images/text using Claude-native analysis.
/workflow:ui-design:layout-extract	v4.4.0 Extract structural layout (DOM, CSS layout rules) with device-aware templates.
/workflow:ui-design:consolidate	v4.4.0 Consolidate style variants into validated design tokens using Claude synthesis.
/workflow:ui-design:generate	v4.4.0 Pure assembler - Combine layout templates + design tokens → HTML/CSS prototypes.
/workflow:ui-design:update	v4.4.0 Integrate finalized design system into brainstorming artifacts.
/workflow:plan	Create a detailed, executable plan from a description.
/workflow:tdd-plan	Create TDD workflow (6 phases) with test coverage analysis and Red-Green-Refactor cycles.
/workflow:execute	Execute the current workflow plan autonomously.
/workflow:status	Display the current status of the workflow.
/workflow:test-gen [--use-codex] <session>	Create test generation workflow with auto-diagnosis and fix cycle for completed implementations.
/workflow:tdd-verify	Verify TDD compliance and generate quality report.
/workflow:review	Optional manual review (only use when explicitly needed - passing tests = approved code).
/workflow:tools:test-context-gather	Analyze test coverage and identify missing test files.
/workflow:tools:test-concept-enhanced	Generate test strategy and requirements analysis using Gemini.
/workflow:tools:test-task-generate	Generate test task JSON with test-fix-cycle specification.

UI Design Workflow Commands (/workflow:ui-design:*) (v4.4.0)

The design workflow system provides complete UI design refinement with layout/style separation architecture, pure Claude execution, intelligent target inference, and zero external dependencies.

📐 Architecture Overview

The UI workflow follows a separation of concerns philosophy:

• Style (Visual Tokens): Colors, typography, spacing, borders → design-tokens.json
• Layout (Structure): DOM hierarchy, CSS layout rules → layout-templates.json
• Assembly: Pure combination of style + layout → HTML/CSS prototypes

Command Categories:

Category	Commands	Purpose
High-Level Orchestrators	explore-auto, imitate-auto, batch-generate	Complete workflows (recommended)
Input/Capture	capture, explore-layers	Screenshot acquisition
Analysis/Extraction	style-extract, layout-extract	Visual style and structural layout extraction
Processing/Generation	consolidate, generate	Token validation and prototype assembly
Integration	update	Design system integration into project

🧭 Decision Tree: Which Command Should I Use?

┌─ Have an idea or text description?
│  └─→ /workflow:ui-design:explore-auto
│     (Explores multiple style × layout options)
│
┌─ Want to replicate an existing design?
│  └─→ /workflow:ui-design:imitate-auto
│     (High-fidelity single design replication)
│
┌─ Already have a design system?
│  └─→ /workflow:ui-design:batch-generate
│     (Batch create multiple pages/components)
│
└─ Need fine-grained control?
   └─→ Use individual commands in sequence:
       1. style-extract → Extract colors, fonts, spacing
       2. consolidate → Validate and merge tokens
       3. layout-extract → Extract DOM structure
       4. generate → Combine into prototypes
       5. update → Integrate into project

🔄 Workflow Diagrams

Explore Workflow (Idea → Multiple Designs):

Prompt/Images → style-extract (explore mode)
                     ↓
              consolidate (N variants)
                     ↓
              layout-extract (explore mode)
                     ↓
              generate (N styles × M layouts)
                     ↓
              update (selected designs)

Imitate Workflow (Reference → Single Design):

URL/Images → capture/explore-layers
                  ↓
           style-extract (imitate mode)
                  ↓
           layout-extract (imitate mode)
                  ↓
           consolidate (single variant)
                  ↓
           generate (1 style × 1 layout)
                  ↓
           update (final design)

Core Commands

/workflow:ui-design:explore-auto - Matrix exploration mode

# Comprehensive exploration - multiple style × layout variants
/workflow:ui-design:explore-auto --prompt "Modern blog: home, article, author" --style-variants 3 --layout-variants 2

# With images and session integration
/workflow:ui-design:explore-auto --session WFS-auth --images "refs/*.png" --style-variants 2 --layout-variants 3

# Text-only mode with page inference
/workflow:ui-design:explore-auto --prompt "E-commerce: home, product, cart" --style-variants 2 --layout-variants 2

• 🎯 Matrix Mode: Generate all style × layout combinations
• 📊 Comprehensive Exploration: Compare multiple design directions
• 🔍 Interactive Comparison: Side-by-side comparison with viewport controls
• ✅ Cross-page Validation: Automatic consistency checks for multi-page designs
• ⚡ Batch Selection: Quick selection by style or layout

/workflow:ui-design:imitate-auto - Fast imitation mode

# Rapid single-design replication
/workflow:ui-design:imitate-auto --images "refs/design.png" --pages "dashboard,settings"

# With session integration
/workflow:ui-design:imitate-auto --session WFS-auth --images "refs/ui.png" --pages "home,product"

# Auto-screenshot from URL (requires Playwright)
/workflow:ui-design:imitate-auto --url "https://example.com" --pages "landing"

• ⚡ Speed Optimized: 5-10x faster than explore-auto
• 📸 Auto-Screenshot: Automatic URL screenshot capture with Playwright/Chrome
• 🎯 Direct Extraction: Skip variant selection, go straight to implementation
• 🔧 Single Design Focus: Best for copying existing designs quickly

/workflow:ui-design:style-extract - Visual style extraction (v4.4.0)

# Pure text prompt
/workflow:ui-design:style-extract --prompt "Modern minimalist, dark theme" --mode explore --variants 3

# Pure images
/workflow:ui-design:style-extract --images "refs/*.png" --mode explore --variants 3

# Hybrid (text guides image analysis)
/workflow:ui-design:style-extract --images "refs/*.png" --prompt "Linear.app style" --mode imitate

# High-fidelity single style
/workflow:ui-design:style-extract --images "design.png" --mode imitate

• 🎨 Visual Tokens Only: Colors, typography, spacing (no layout structure)
• 🔄 Dual Mode: Imitate (single variant) / Explore (multiple variants)
• Claude-Native: Single-pass analysis, no external tools
• Output: style-cards.json with embedded proposed_tokens

/workflow:ui-design:layout-extract - Structural layout extraction (v4.4.0)

# Explore mode - multiple layout variants
/workflow:ui-design:layout-extract --targets "home,dashboard" --mode explore --variants 3 --device-type responsive

# Imitate mode - single layout replication
/workflow:ui-design:layout-extract --images "refs/*.png" --targets "dashboard" --mode imitate --device-type desktop

# With MCP research (explore mode)
/workflow:ui-design:layout-extract --prompt "E-commerce checkout" --targets "cart,checkout" --mode explore --variants 2

• 🏗️ Structure Only: DOM hierarchy, CSS layout rules (no visual style)
• 📱 Device-Aware: Desktop, mobile, tablet, responsive optimizations
• 🧠 Agent-Powered: Uses ui-design-agent for structural analysis
• 🔍 MCP Research: Layout pattern inspiration (explore mode)
• Output: layout-templates.json with token-based CSS

/workflow:ui-design:consolidate - Validate and merge tokens

# Consolidate selected style variants
/workflow:ui-design:consolidate --session WFS-auth --variants "variant-1,variant-3"

• Claude Synthesis: Single-pass generation of all design system files
• Features: WCAG AA validation, OKLCH colors, W3C token format
• Output: design-tokens.json, style-guide.md, tailwind.config.js, validation-report.json

/workflow:ui-design:generate - Pure assembler (v4.4.0)

# Combine layout templates + design tokens
/workflow:ui-design:generate --style-variants 1 --layout-variants 2

# Multiple styles with multiple layouts
/workflow:ui-design:generate --style-variants 2 --layout-variants 3

• 📦 Pure Assembly: Combines pre-extracted layout-templates.json + design-tokens.json
• ❌ No Design Logic: All layout/style decisions made in previous phases
• ✅ Token Resolution: Replaces var() placeholders with actual token values
• 🎯 Matrix Output: Generates style × layout × targets prototypes
• 🔍 Interactive Preview: compare.html with side-by-side comparison

/workflow:ui-design:update - Integrate design system

# Update brainstorming artifacts with design system
/workflow:ui-design:update --session WFS-auth --selected-prototypes "login-variant-1"

• Updates: synthesis-specification.md, ui-designer/style-guide.md
• Makes design tokens available for task generation

Preview System

After running ui-generate, you get interactive preview tools:

Quick Preview (Direct Browser):

# Navigate to prototypes directory
cd .workflow/WFS-auth/.design/prototypes
# Open index.html in browser (double-click or):
open index.html  # macOS
start index.html  # Windows
xdg-open index.html  # Linux

Full Preview (Local Server - Recommended):

cd .workflow/WFS-auth/.design/prototypes
# Choose one:
python -m http.server 8080      # Python
npx http-server -p 8080         # Node.js
php -S localhost:8080           # PHP
# Visit: http://localhost:8080

Preview Features:

• index.html: Master navigation with all prototypes
• compare.html: Side-by-side comparison with viewport controls (Desktop/Tablet/Mobile)
• Synchronized scrolling for layout comparison
• Dynamic page switching
• Real-time responsive testing

📦 Output Structure

All UI workflow outputs are organized in the .design directory within your session:

.workflow/WFS-<session-id>/.design/
├── design-run-YYYYMMDD-HHMMSS/          # Timestamped design run
│   ├── screenshots/                      # 📸 Captured screenshots
│   │   ├── home.png
│   │   └── dashboard.png
│   │
│   ├── style-extraction/                 # 🎨 Style analysis phase
│   │   ├── style-cards.json             # AI-proposed style variants
│   │   └── design-space-analysis.json   # (explore mode) Diversity analysis
│   │
│   ├── layout-extraction/                # 🏗️ Layout analysis phase
│   │   └── layout-templates.json        # Structural templates with token-based CSS
│   │
│   ├── style-consolidation/              # ✅ Production design systems
│   │   ├── style-1/
│   │   │   ├── design-tokens.json       # W3C design tokens
│   │   │   ├── style-guide.md           # Visual design documentation
│   │   │   ├── tailwind.config.js       # Tailwind configuration
│   │   │   └── validation-report.json   # WCAG AA validation results
│   │   └── style-2/
│   │       └── ...
│   │
│   └── prototypes/                       # 🎯 Final HTML/CSS prototypes
│       ├── home-style-1-layout-1.html   # Matrix-generated prototypes
│       ├── home-style-1-layout-1.css
│       ├── home-style-1-layout-2.html
│       ├── dashboard-style-2-layout-1.html
│       ├── index.html                   # Master navigation page
│       └── compare.html                 # Side-by-side comparison tool
│
└── latest -> design-run-YYYYMMDD-HHMMSS  # Symlink to most recent run

Key Files:

File	Purpose	Generated By
style-cards.json	AI-proposed visual styles with embedded tokens	style-extract
layout-templates.json	Structural templates with token-based CSS	layout-extract
design-tokens.json	Production-ready W3C design tokens	consolidate
style-guide.md	Visual design system documentation	consolidate
compare.html	Interactive prototype comparison matrix	generate

Best Practices:

1. Session Management: All runs within a session accumulate in .design/design-run-*/
2. Versioning: Each run is timestamped for easy rollback
3. Integration: Use update command to link final tokens to project artifacts
4. Cleanup: Old runs can be safely deleted; latest symlink always points to newest

---

Task & Memory Commands

Command	Description
/task:*	Manage individual tasks (create, breakdown, execute, replan).
/update-memory-full	Re-index the entire project documentation.
/update-memory-related	Update documentation related to recent changes.
/version	Display version information and check for updates from GitHub.

---

🧩 How It Works: Design Philosophy

The Core Problem

Traditional AI coding workflows face a fundamental challenge: execution uncertainty leads to error accumulation.

Example:

# Prompt 1: "Develop XX feature"
# Prompt 2: "Review XX architecture in file Y, then develop XX feature"

While Prompt 1 might succeed for simple tasks, in complex workflows:

• The AI may examine different files each time
• Small deviations compound across multiple steps
• Final output drifts from the intended goal

CCW's Mission: Solve the "1-to-N" problem — building upon existing codebases with precision, not just "0-to-1" greenfield development.

---

The CCW Solution: Context-First Architecture

1. Pre-defined Context Gathering

Instead of letting agents randomly explore, CCW uses structured context packages:

context-package.json created during planning:

{
  "metadata": {
    "task_description": "...",
    "tech_stack": {"frontend": [...], "backend": [...]},
    "complexity": "high"
  },
  "assets": [
    {
      "path": "synthesis-specification.md",
      "priority": "critical",
      "sections": ["Backend Module Structure"]
    }
  ],
  "implementation_guidance": {
    "start_with": ["Step 1", "Step 2"],
    "critical_security_items": [...]
  }
}

2. JSON-First Task Model

Each task includes a flow_control.pre_analysis section:

{
  "id": "IMPL-1",
  "flow_control": {
    "pre_analysis": [
      {
        "step": "load_architecture",
        "commands": ["Read(architecture.md)", "grep 'auth' src/"],
        "output_to": "arch_context",
        "on_error": "fail"
      }
    ],
    "implementation_approach": {
      "modification_points": ["..."],
      "logic_flow": ["..."]
    },
    "target_files": ["src/auth/index.ts"]
  }
}

Key Innovation: The pre_analysis steps are executed before implementation, ensuring agents always have the correct context.

3. Multi-Phase Orchestration

CCW workflows are orchestrators that coordinate slash commands:

Planning Phase (/workflow:plan):

Phase 1: session:start       → Create session
Phase 2: context-gather      → Build context-package.json
Phase 3: concept-enhanced    → CLI analysis (Gemini/Qwen)
Phase 4: task-generate       → Generate task JSONs with pre_analysis

Execution Phase (/workflow:execute):

For each task:
  1. Execute pre_analysis steps → Load context
  2. Apply implementation_approach → Make changes
  3. Validate acceptance criteria → Verify success
  4. Generate summary → Track progress

4. Multi-Model Orchestration

Each AI model serves its strength:

Model	Role	Use Cases
Gemini	Analysis & Understanding	Long-context analysis, architecture review, bug investigation
Qwen	Architecture & Design	System design, code generation, architectural planning
Codex	Implementation	Feature development, testing, autonomous execution

Example:

# Gemini analyzes the problem space
/cli:mode:code-analysis --tool gemini "Analyze auth module"

# Qwen designs the solution
/cli:analyze --tool qwen "Design scalable auth architecture"

# Codex implements the code
/workflow:execute  # Uses @code-developer with Codex

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From 0-to-1 vs 1-to-N Development

Scenario	Traditional Workflow	CCW Approach
Greenfield (0→1)	✅ Works well	✅ Adds structured planning
Feature Addition (1→2)	⚠️ Context uncertainty	✅ Context-package links to existing code
Bug Fixing (N→N+1)	⚠️ May miss related code	✅ Pre-analysis finds dependencies
Refactoring	⚠️ Unpredictable scope	✅ CLI analysis + structured tasks

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Key Workflows

Complete Development (Brainstorm → Deploy)

Brainstorm (8 roles) → Synthesis → Plan (4 phases) → Execute → Test → Review

Quick Feature Development

session:start → plan → execute → test-gen → execute

TDD Workflow

tdd-plan (TEST→IMPL→REFACTOR chains) → execute → tdd-verify

Bug Fixing

cli:mode:bug-index (analyze) → execute (fix) → test-gen (verify)

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🤝 Contributing & Support

• Repository: GitHub - Claude-Code-Workflow
• Issues: Report bugs or request features on GitHub Issues.
• Discussions: Join the Community Forum.

📄 License

This project is licensed under the MIT License. See the LICENSE file for details.