Files
Claude-Code-Workflow/.claude/commands/ccw.md
catlog22 8938c47f88 feat: add experimental support for AST parsing and static graph indexing
- Introduced CLI options for using AST grep parsers and enabling static graph relationships during indexing.
- Updated configuration management to load new settings for AST parsing and static graph types.
- Enhanced AST grep processor to handle imports with aliases and improve relationship tracking.
- Modified TreeSitter parsers to support synthetic module scopes for better static graph persistence.
- Implemented global relationship updates in the incremental indexer for static graph expansion.
- Added new ArtifactTag and FloatingFileBrowser components to the frontend for improved terminal dashboard functionality.
- Created utility functions for detecting CCW artifacts in terminal output with associated tests.
2026-02-15 23:12:06 +08:00

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---
name: ccw
description: Main workflow orchestrator - analyze intent, select workflow, execute command chain in main process
argument-hint: "\"task description\""
allowed-tools: Skill(*), TodoWrite(*), AskUserQuestion(*), Read(*), Grep(*), Glob(*)
---
# CCW Command - Main Workflow Orchestrator
Main process orchestrator: intent analysis → workflow selection → command chain execution.
## Skill 映射
命令链中的 workflow 操作通过 `Skill()` 调用。每个 Skill 是自包含的执行单元,内部处理完整流水线。
| Skill | 内部流水线 |
|-------|-----------|
| `workflow-lite-plan` | explore → plan → confirm → execute |
| `workflow-plan` | session → context → convention → gen → verify/replan |
| `workflow-execute` | session discovery → task processing → commit |
| `workflow-tdd` | 6-phase TDD plan → verify |
| `workflow-test-fix` | session → context → analysis → gen → cycle |
| `workflow-multi-cli-plan` | ACE context → CLI discussion → plan → execute |
| `review-cycle` | session/module review → fix orchestration |
| `brainstorm` | auto/single-role → artifacts → analysis → synthesis |
独立命令(仍使用 colon 格式workflow:brainstorm-with-file, workflow:debug-with-file, workflow:analyze-with-file, workflow:ui-design:*, issue:*, workflow:session:*
## Core Concept: Self-Contained Skills (自包含 Skill)
**Definition**: 每个 Skill 内部处理完整流水线,是天然的最小执行单元。单次 Skill 调用即完成一个有意义的工作里程碑。
**Why This Matters**:
- **Prevents Incomplete States**: 每个 Skill 内部保证端到端完整性
- **User Experience**: User gets complete results, not intermediate artifacts requiring manual follow-up
- **Simplified Orchestration**: 命令链只需组合独立 Skill无需关注内部步骤
**Key Units in CCW**:
| 单元类型 | Skill | 说明 |
|---------|-------|------|
| 轻量 Plan+Execute | `workflow-lite-plan` | 内部完成 plan→execute |
| 标准 Planning | `workflow-plan``workflow-execute` | plan 和 execute 是独立 Skill |
| TDD Planning | `workflow-tdd``workflow-execute` | tdd-plan 和 execute 是独立 Skill |
| 测试流水线 | `workflow-test-fix` | 内部完成 gen→cycle |
| 代码审查 | `review-cycle` | 内部完成 review→fix |
## Execution Model
**Synchronous (Main Process)**: Commands execute via Skill in main process, blocking until complete.
```
User Input → Analyze Intent → Select Workflow → [Confirm] → Execute Chain
Skill (blocking)
Update TodoWrite
Next Command...
```
**vs ccw-coordinator**: External CLI execution with background tasks and hook callbacks.
## 5-Phase Workflow
### Phase 1: Analyze Intent
```javascript
function analyzeIntent(input) {
return {
goal: extractGoal(input),
scope: extractScope(input),
constraints: extractConstraints(input),
task_type: detectTaskType(input), // bugfix|feature|tdd|review|exploration|...
complexity: assessComplexity(input), // low|medium|high
clarity_score: calculateClarity(input) // 0-3 (>=2 = clear)
};
}
// Task type detection (priority order)
function detectTaskType(text) {
const patterns = {
'bugfix-hotfix': /urgent|production|critical/ && /fix|bug/,
// With-File workflows (documented exploration with multi-CLI collaboration)
'brainstorm': /brainstorm|ideation|头脑风暴|创意|发散思维|creative thinking|multi-perspective.*think|compare perspectives|探索.*可能/,
'brainstorm-to-issue': /brainstorm.*issue|头脑风暴.*issue|idea.*issue|想法.*issue|从.*头脑风暴|convert.*brainstorm/,
'debug-file': /debug.*document|hypothesis.*debug|troubleshoot.*track|investigate.*log|调试.*记录|假设.*验证|systematic debug|深度调试/,
'analyze-file': /analyze.*document|explore.*concept|understand.*architecture|investigate.*discuss|collaborative analysis|分析.*讨论|深度.*理解|协作.*分析/,
// Standard workflows
'bugfix': /fix|bug|error|crash|fail|debug/,
'issue-batch': /issues?|batch/ && /fix|resolve/,
'issue-transition': /issue workflow|structured workflow|queue|multi-stage/,
'exploration': /uncertain|explore|research|what if/,
'quick-task': /quick|simple|small/ && /feature|function/,
'ui-design': /ui|design|component|style/,
'tdd': /tdd|test-driven|test first/,
'test-fix': /test fail|fix test|failing test/,
'review': /review|code review/,
'documentation': /docs|documentation|readme/
};
for (const [type, pattern] of Object.entries(patterns)) {
if (pattern.test(text)) return type;
}
return 'feature';
}
```
**Output**: `Type: [task_type] | Goal: [goal] | Complexity: [complexity] | Clarity: [clarity_score]/3`
---
### Phase 1.5: Requirement Clarification (if clarity_score < 2)
```javascript
async function clarifyRequirements(analysis) {
if (analysis.clarity_score >= 2) return analysis;
const questions = generateClarificationQuestions(analysis); // Goal, Scope, Constraints
const answers = await AskUserQuestion({ questions });
return updateAnalysis(analysis, answers);
}
```
**Questions**: Goal (Create/Fix/Optimize/Analyze), Scope (Single file/Module/Cross-module/System), Constraints (Backward compat/Skip tests/Urgent hotfix)
---
### Phase 2: Select Workflow & Build Command Chain
```javascript
function selectWorkflow(analysis) {
const levelMap = {
'bugfix-hotfix': { level: 2, flow: 'bugfix.hotfix' },
// With-File workflows (documented exploration with multi-CLI collaboration)
'brainstorm': { level: 4, flow: 'brainstorm-with-file' }, // Multi-perspective ideation
'brainstorm-to-issue': { level: 4, flow: 'brainstorm-to-issue' }, // Brainstorm → Issue workflow
'debug-file': { level: 3, flow: 'debug-with-file' }, // Hypothesis-driven debugging
'analyze-file': { level: 3, flow: 'analyze-with-file' }, // Collaborative analysis
// Standard workflows
'bugfix': { level: 2, flow: 'bugfix.standard' },
'issue-batch': { level: 'Issue', flow: 'issue' },
'issue-transition': { level: 2.5, flow: 'rapid-to-issue' }, // Bridge workflow
'exploration': { level: 4, flow: 'full' },
'quick-task': { level: 2, flow: 'rapid' },
'ui-design': { level: analysis.complexity === 'high' ? 4 : 3, flow: 'ui' },
'tdd': { level: 3, flow: 'tdd' },
'test-fix': { level: 3, flow: 'test-fix-gen' },
'review': { level: 3, flow: 'review-cycle-fix' },
'documentation': { level: 2, flow: 'docs' },
'feature': { level: analysis.complexity === 'high' ? 3 : 2, flow: analysis.complexity === 'high' ? 'coupled' : 'rapid' }
};
const selected = levelMap[analysis.task_type] || levelMap['feature'];
return buildCommandChain(selected, analysis);
}
// Build command chain (Skill-based composition)
function buildCommandChain(workflow, analysis) {
const chains = {
// Level 2 - Lightweight
'rapid': [
{ cmd: 'workflow-lite-plan', args: `"${analysis.goal}"` },
...(analysis.constraints?.includes('skip-tests') ? [] : [
{ cmd: 'workflow-test-fix', args: '' }
])
],
// Level 2 Bridge - Lightweight to Issue Workflow
'rapid-to-issue': [
{ cmd: 'workflow-lite-plan', args: `"${analysis.goal}" --plan-only` },
{ cmd: 'issue:convert-to-plan', args: '--latest-lite-plan -y' },
{ cmd: 'issue:queue', args: '' },
{ cmd: 'issue:execute', args: '--queue auto' }
],
'bugfix.standard': [
{ cmd: 'workflow-lite-plan', args: `--bugfix "${analysis.goal}"` },
...(analysis.constraints?.includes('skip-tests') ? [] : [
{ cmd: 'workflow-test-fix', args: '' }
])
],
'bugfix.hotfix': [
{ cmd: 'workflow-lite-plan', args: `--hotfix "${analysis.goal}"` }
],
'multi-cli-plan': [
{ cmd: 'workflow-multi-cli-plan', args: `"${analysis.goal}"` },
...(analysis.constraints?.includes('skip-tests') ? [] : [
{ cmd: 'workflow-test-fix', args: '' }
])
],
'docs': [
{ cmd: 'workflow-lite-plan', args: `"${analysis.goal}"` }
],
// With-File workflows (documented exploration with multi-CLI collaboration)
'brainstorm-with-file': [
{ cmd: 'workflow:brainstorm-with-file', args: `"${analysis.goal}"` }
// Note: Has built-in post-completion options (create plan, create issue, deep analysis)
],
// Brainstorm-to-Issue workflow (bridge from brainstorm to issue execution)
'brainstorm-to-issue': [
// Note: Assumes brainstorm session already exists, or run brainstorm first
{ cmd: 'issue:from-brainstorm', args: `SESSION="${extractBrainstormSession(analysis)}" --auto` },
{ cmd: 'issue:queue', args: '' },
{ cmd: 'issue:execute', args: '--queue auto' }
],
'debug-with-file': [
{ cmd: 'workflow:debug-with-file', args: `"${analysis.goal}"` }
// Note: Self-contained with hypothesis-driven iteration and Gemini validation
],
'analyze-with-file': [
{ cmd: 'workflow:analyze-with-file', args: `"${analysis.goal}"` }
// Note: Self-contained with multi-round discussion and CLI exploration
],
// Level 3 - Standard
'coupled': [
{ cmd: 'workflow-plan', args: `"${analysis.goal}"` },
{ cmd: 'workflow-execute', args: '' },
{ cmd: 'review-cycle', args: '' },
...(analysis.constraints?.includes('skip-tests') ? [] : [
{ cmd: 'workflow-test-fix', args: '' }
])
],
'tdd': [
{ cmd: 'workflow-tdd', args: `"${analysis.goal}"` },
{ cmd: 'workflow-execute', args: '' }
],
'test-fix-gen': [
{ cmd: 'workflow-test-fix', args: `"${analysis.goal}"` }
],
'review-cycle-fix': [
{ cmd: 'review-cycle', args: '' },
...(analysis.constraints?.includes('skip-tests') ? [] : [
{ cmd: 'workflow-test-fix', args: '' }
])
],
'ui': [
{ cmd: 'workflow:ui-design:explore-auto', args: `"${analysis.goal}"` },
{ cmd: 'workflow-plan', args: '' },
{ cmd: 'workflow-execute', args: '' }
],
// Level 4 - Full
'full': [
{ cmd: 'brainstorm', args: `"${analysis.goal}"` },
{ cmd: 'workflow-plan', args: '' },
{ cmd: 'workflow-execute', args: '' },
...(analysis.constraints?.includes('skip-tests') ? [] : [
{ cmd: 'workflow-test-fix', args: '' }
])
],
// Issue Workflow
'issue': [
{ cmd: 'issue:discover', args: '' },
{ cmd: 'issue:plan', args: '--all-pending' },
{ cmd: 'issue:queue', args: '' },
{ cmd: 'issue:execute', args: '' }
]
};
return chains[workflow.flow] || chains['rapid'];
}
```
**Output**: `Level [X] - [flow] | Pipeline: [...] | Commands: [1. cmd1 2. cmd2 ...]`
---
### Phase 3: User Confirmation
```javascript
async function getUserConfirmation(chain) {
const response = await AskUserQuestion({
questions: [{
question: "Execute this command chain?",
header: "Confirm",
options: [
{ label: "Confirm", description: "Start" },
{ label: "Adjust", description: "Modify" },
{ label: "Cancel", description: "Abort" }
]
}]
});
if (response.error === "Cancel") throw new Error("Cancelled");
if (response.error === "Adjust") return await adjustChain(chain);
return chain;
}
```
---
### Phase 4: Setup TODO Tracking & Status File
```javascript
function setupTodoTracking(chain, workflow, analysis) {
const sessionId = `ccw-${Date.now()}`;
const stateDir = `.workflow/.ccw/${sessionId}`;
Bash(`mkdir -p "${stateDir}"`);
const todos = chain.map((step, i) => ({
content: `CCW:${workflow}: [${i + 1}/${chain.length}] ${step.cmd}`,
status: i === 0 ? 'in_progress' : 'pending',
activeForm: `Executing ${step.cmd}`
}));
TodoWrite({ todos });
// Initialize status.json for hook tracking
const state = {
session_id: sessionId,
workflow: workflow,
status: 'running',
created_at: new Date().toISOString(),
updated_at: new Date().toISOString(),
analysis: analysis,
command_chain: chain.map((step, idx) => ({
index: idx,
command: step.cmd,
status: idx === 0 ? 'running' : 'pending'
})),
current_index: 0
};
Write(`${stateDir}/status.json`, JSON.stringify(state, null, 2));
return { sessionId, stateDir, state };
}
```
**Output**:
- TODO: `-> CCW:rapid: [1/2] workflow-lite-plan | CCW:rapid: [2/2] workflow-test-fix | ...`
- Status File: `.workflow/.ccw/{session_id}/status.json`
---
### Phase 5: Execute Command Chain
```javascript
async function executeCommandChain(chain, workflow, trackingState) {
let previousResult = null;
const { sessionId, stateDir, state } = trackingState;
for (let i = 0; i < chain.length; i++) {
try {
// Update status: mark current as running
state.command_chain[i].status = 'running';
state.current_index = i;
state.updated_at = new Date().toISOString();
Write(`${stateDir}/status.json`, JSON.stringify(state, null, 2));
const assembled = assembleCommand(chain[i], previousResult);
const result = await Skill(assembled);
previousResult = { ...result, success: true };
// Update status: mark current as completed, next as running
state.command_chain[i].status = 'completed';
if (i + 1 < chain.length) {
state.command_chain[i + 1].status = 'running';
}
state.updated_at = new Date().toISOString();
Write(`${stateDir}/status.json`, JSON.stringify(state, null, 2));
updateTodoStatus(i, chain.length, workflow, 'completed');
} catch (error) {
// Update status on error
state.command_chain[i].status = 'failed';
state.status = 'error';
state.updated_at = new Date().toISOString();
Write(`${stateDir}/status.json`, JSON.stringify(state, null, 2));
const action = await handleError(chain[i], error, i);
if (action === 'retry') {
state.command_chain[i].status = 'pending';
state.status = 'running';
i--; // Retry
} else if (action === 'abort') {
state.status = 'failed';
Write(`${stateDir}/status.json`, JSON.stringify(state, null, 2));
return { success: false, error: error.message };
}
// 'skip' - continue
state.status = 'running';
}
}
// Mark workflow as completed
state.status = 'completed';
state.updated_at = new Date().toISOString();
Write(`${stateDir}/status.json`, JSON.stringify(state, null, 2));
return { success: true, completed: chain.length, sessionId };
}
// Assemble Skill call with session/plan parameters
function assembleCommand(step, previousResult) {
let args = step.args || '';
if (!args && previousResult?.session_id) {
args = `--session="${previousResult.session_id}"`;
}
return { skill: step.cmd, args };
}
// Update TODO: mark current as complete, next as in-progress
function updateTodoStatus(index, total, workflow, status) {
const todos = getAllCurrentTodos();
const updated = todos.map(todo => {
if (todo.content.startsWith(`CCW:${workflow}:`)) {
const stepNum = extractStepIndex(todo.content);
if (stepNum === index + 1) return { ...todo, status };
if (stepNum === index + 2 && status === 'completed') return { ...todo, status: 'in_progress' };
}
return todo;
});
TodoWrite({ todos: updated });
}
// Error handling: Retry/Skip/Abort
async function handleError(step, error, index) {
const response = await AskUserQuestion({
questions: [{
question: `${step.cmd} failed: ${error.message}`,
header: "Error",
options: [
{ label: "Retry", description: "Re-execute" },
{ label: "Skip", description: "Continue next" },
{ label: "Abort", description: "Stop" }
]
}]
});
return { Retry: 'retry', Skip: 'skip', Abort: 'abort' }[response.Error] || 'abort';
}
```
---
## Execution Flow Summary
```
User Input
|
Phase 1: Analyze Intent
|-- Extract: goal, scope, constraints, task_type, complexity, clarity
+-- If clarity < 2 -> Phase 1.5: Clarify Requirements
|
Phase 2: Select Workflow & Build Chain
|-- Map task_type -> Level (1/2/3/4/Issue)
|-- Select flow based on complexity
+-- Build command chain (Skill-based)
|
Phase 3: User Confirmation (optional)
|-- Show pipeline visualization
+-- Allow adjustment
|
Phase 4: Setup TODO Tracking & Status File
|-- Create todos with CCW prefix
+-- Initialize .workflow/.ccw/{session_id}/status.json
|
Phase 5: Execute Command Chain
|-- For each command:
| |-- Update status.json (current=running)
| |-- Assemble Skill call
| |-- Execute via Skill
| |-- Update status.json (current=completed, next=running)
| |-- Update TODO status
| +-- Handle errors (retry/skip/abort)
+-- Mark status.json as completed
```
---
## Pipeline Examples
| Input | Type | Level | Pipeline |
|-------|------|-------|----------|
| "Add API endpoint" | feature (low) | 2 | workflow-lite-plan → workflow-test-fix |
| "Fix login timeout" | bugfix | 2 | workflow-lite-plan → workflow-test-fix |
| "Use issue workflow" | issue-transition | 2.5 | workflow-lite-plan(plan-only) → convert-to-plan → queue → execute |
| "头脑风暴: 通知系统重构" | brainstorm | 4 | workflow:brainstorm-with-file |
| "从头脑风暴创建 issue" | brainstorm-to-issue | 4 | issue:from-brainstorm → issue:queue → issue:execute |
| "深度调试 WebSocket" | debug-file | 3 | workflow:debug-with-file |
| "协作分析: 认证架构优化" | analyze-file | 3 | workflow:analyze-with-file |
| "OAuth2 system" | feature (high) | 3 | workflow-plan → workflow-execute → review-cycle → workflow-test-fix |
| "Implement with TDD" | tdd | 3 | workflow-tdd → workflow-execute |
| "Uncertain: real-time" | exploration | 4 | brainstorm → workflow-plan → workflow-execute → workflow-test-fix |
---
## Key Design Principles
1. **Main Process Execution** - Use Skill in main process, no external CLI
2. **Intent-Driven** - Auto-select workflow based on task intent
3. **Skill-Based Chaining** - Build command chain by composing independent Skills
4. **Self-Contained Skills** - 每个 Skill 内部处理完整流水线,是天然的最小执行单元
5. **Progressive Clarification** - Low clarity triggers clarification phase
6. **TODO Tracking** - Use CCW prefix to isolate workflow todos
7. **Error Handling** - Retry/skip/abort at Skill level
8. **User Control** - Optional user confirmation at each phase
---
## State Management
### Dual Tracking System
**1. TodoWrite-Based Tracking** (UI Display): All execution state tracked via TodoWrite with `CCW:` prefix.
```javascript
// Initial state (rapid workflow: 2 steps)
todos = [
{ content: "CCW:rapid: [1/2] workflow-lite-plan", status: "in_progress" },
{ content: "CCW:rapid: [2/2] workflow-test-fix", status: "pending" }
];
// After step 1 completes
todos = [
{ content: "CCW:rapid: [1/2] workflow-lite-plan", status: "completed" },
{ content: "CCW:rapid: [2/2] workflow-test-fix", status: "in_progress" }
];
```
**2. Status.json Tracking**: Persistent state file for workflow monitoring.
**Location**: `.workflow/.ccw/{session_id}/status.json`
**Structure**:
```json
{
"session_id": "ccw-1706123456789",
"workflow": "rapid",
"status": "running|completed|failed|error",
"created_at": "2025-02-01T10:30:00Z",
"updated_at": "2025-02-01T10:35:00Z",
"analysis": {
"goal": "Add user authentication",
"scope": ["auth"],
"constraints": [],
"task_type": "feature",
"complexity": "medium"
},
"command_chain": [
{
"index": 0,
"command": "workflow-lite-plan",
"status": "completed"
},
{
"index": 1,
"command": "workflow-test-fix",
"status": "running"
}
],
"current_index": 1
}
```
**Status Values**:
- `running`: Workflow executing commands
- `completed`: All commands finished
- `failed`: User aborted or unrecoverable error
- `error`: Command execution failed (during error handling)
**Command Status Values**:
- `pending`: Not started
- `running`: Currently executing
- `completed`: Successfully finished
- `failed`: Execution failed
---
## With-File Workflows
**With-File workflows** provide documented exploration with multi-CLI collaboration. They are self-contained and generate comprehensive session artifacts.
| Workflow | Purpose | Key Features | Output Folder |
|----------|---------|--------------|---------------|
| **brainstorm-with-file** | Multi-perspective ideation | Gemini/Codex/Claude perspectives, diverge-converge cycles | `.workflow/.brainstorm/` |
| **debug-with-file** | Hypothesis-driven debugging | Gemini validation, understanding evolution, NDJSON logging | `.workflow/.debug/` |
| **analyze-with-file** | Collaborative analysis | Multi-round Q&A, CLI exploration, documented discussions | `.workflow/.analysis/` |
**Detection Keywords**:
- **brainstorm**: 头脑风暴, 创意, 发散思维, multi-perspective, compare perspectives
- **debug-file**: 深度调试, 假设验证, systematic debug, hypothesis debug
- **analyze-file**: 协作分析, 深度理解, collaborative analysis, explore concept
**Characteristics**:
1. **Self-Contained**: Each workflow handles its own iteration loop
2. **Documented Process**: Creates evolving documents (brainstorm.md, understanding.md, discussion.md)
3. **Multi-CLI**: Uses Gemini/Codex/Claude for different perspectives
4. **Built-in Post-Completion**: Offers follow-up options (create plan, issue, etc.)
---
## Usage
```bash
# Auto-select workflow
/ccw "Add user authentication"
# Complex requirement (triggers clarification)
/ccw "Optimize system performance"
# Bug fix
/ccw "Fix memory leak in WebSocket handler"
# TDD development
/ccw "Implement user registration with TDD"
# Exploratory task
/ccw "Uncertain about architecture for real-time notifications"
# With-File workflows (documented exploration with multi-CLI collaboration)
/ccw "头脑风暴: 用户通知系统重新设计" # → brainstorm-with-file
/ccw "从头脑风暴 BS-通知系统-2025-01-28 创建 issue" # → brainstorm-to-issue (bridge)
/ccw "深度调试: 系统随机崩溃问题" # → debug-with-file
/ccw "协作分析: 理解现有认证架构的设计决策" # → analyze-with-file
```