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Author SHA1 Message Date
Claude
c34a6042c0 docs: add CLI results as memory/context section
Add comprehensive explanation of how CLI tool results can be saved and
reused as context for subsequent operations:
- Result persistence in workflow sessions (.chat/ directory)
- Using analysis results as planning basis
- Using analysis results as implementation basis
- Cross-session references
- Memory update loops with iterative optimization
- Visual memory flow diagram showing phase-to-phase context passing
- Best practices for maintaining continuity and quality

This enables intelligent workflows where Gemini/Qwen analysis informs
Codex implementation, and all results accumulate as project memory for
future decision-making. Integrates with /workflow:plan and
/workflow:lite-plan commands.
2025-11-20 09:53:21 +00:00
Claude
383da9ebb7 docs: add CLI tools collaboration mode to Workflow Decision Guide
Add comprehensive section on multi-model CLI collaboration (Gemini/Qwen/Codex):
- Three execution modes: serial, parallel, and hybrid
- Semantic invocation vs command invocation patterns
- Integration examples with Lite and Full workflows
- Best practices for tool selection and execution strategies

Updates both Chinese and English versions with practical examples showing
how to leverage ultra-long context models (Gemini/Qwen) for analysis and
Codex for precise code implementation.
2025-11-20 09:51:50 +00:00
catlog22
fc965c87d7 Merge pull request #17 from catlog22/claude/optimize-doc-phase2-filename-012ABaeYT56XeMJ73zUeA3kt
Optimize JSON filename in doc command phase2
2025-11-20 17:40:30 +08:00
catlog22
50a36ded97 Merge pull request #18 from catlog22/claude/add-english-workflow-guide-01EfMQYn5ZBavQWNB5PgSN85
Add English version of Workflow Decision Guide
2025-11-20 17:40:11 +08:00
Claude
c5a0f635f4 docs: add English version of Workflow Decision Guide
Add WORKFLOW_DECISION_GUIDE_EN.md with complete English translation of the workflow decision guide, including:
- Full lifecycle command selection flowchart
- Decision point explanations with examples
- Testing and review strategies
- Complete flows for typical scenarios
- Quick reference tables by knowledge level, project phase, and work mode
- Best practices and common pitfalls
2025-11-20 09:35:45 +00:00
Claude
ca9653c2e6 refactor: rename phase2-analysis.json to doc-planning-data.json
Optimize the Phase 2 output filename in /memory:docs command for better clarity:
- Old: phase2-analysis.json (generic, non-descriptive)
- New: doc-planning-data.json (clear purpose, self-documenting)

The new name better reflects that this file contains comprehensive
documentation planning data including folder analysis, grouping
information, existing docs, and statistics.

Updated all references in command documentation and skill guides.
2025-11-20 09:22:32 +00:00
7 changed files with 1039 additions and 2320 deletions

View File

@@ -89,7 +89,7 @@ bash(if [ -d .workflow/docs/\${project_name} ]; then find .workflow/docs/\${proj
bash(if [ -d .workflow/docs/\${project_name} ]; then find .workflow/docs/\${project_name} -type f -name "*.md" ! -path "*/README.md" ! -path "*/ARCHITECTURE.md" ! -path "*/EXAMPLES.md" ! -path "*/api/*" 2>/dev/null | xargs cat 2>/dev/null; fi)
```
**Data Processing**: Parse bash outputs, calculate statistics, use **Write tool** to create `${session_dir}/.process/phase2-analysis.json` with structure:
**Data Processing**: Parse bash outputs, calculate statistics, use **Write tool** to create `${session_dir}/.process/doc-planning-data.json` with structure:
```json
{
@@ -118,7 +118,7 @@ bash(if [ -d .workflow/docs/\${project_name} ]; then find .workflow/docs/\${proj
**Then** use **Edit tool** to update `workflow-session.json` adding analysis field.
**Output**: Single `phase2-analysis.json` with all analysis data (no temp files or Python scripts).
**Output**: Single `doc-planning-data.json` with all analysis data (no temp files or Python scripts).
**Auto-skipped**: Tests (`**/test/**`, `**/*.test.*`), Build (`**/node_modules/**`, `**/dist/**`), Config (root-level files), Vendor directories.
@@ -127,8 +127,8 @@ bash(if [ -d .workflow/docs/\${project_name} ]; then find .workflow/docs/\${proj
**Commands**:
```bash
# Count existing docs from phase2-analysis.json
bash(cat .workflow/active/WFS-docs-{timestamp}/.process/phase2-analysis.json | jq '.existing_docs.file_list | length')
# Count existing docs from doc-planning-data.json
bash(cat .workflow/active/WFS-docs-{timestamp}/.process/doc-planning-data.json | jq '.existing_docs.file_list | length')
```
**Data Processing**: Use count result, then use **Edit tool** to update `workflow-session.json`:
@@ -182,8 +182,8 @@ Large Projects (single dir >10 docs):
**Commands**:
```bash
# 1. Get top-level directories from phase2-analysis.json
bash(cat .workflow/active/WFS-docs-{timestamp}/.process/phase2-analysis.json | jq -r '.top_level_dirs[]')
# 1. Get top-level directories from doc-planning-data.json
bash(cat .workflow/active/WFS-docs-{timestamp}/.process/doc-planning-data.json | jq -r '.top_level_dirs[]')
# 2. Get mode from workflow-session.json
bash(cat .workflow/active/WFS-docs-{timestamp}/workflow-session.json | jq -r '.mode // "full"')
@@ -201,7 +201,7 @@ bash(grep -r "router\.|@Get\|@Post" src/ 2>/dev/null && echo "API_FOUND" || echo
- If total ≤10 docs: create group
- If total >10 docs: split to 1 dir/group or subdivide
- If single dir >10 docs: split by subdirectories
3. Use **Edit tool** to update `phase2-analysis.json` adding groups field:
3. Use **Edit tool** to update `doc-planning-data.json` adding groups field:
```json
"groups": {
"count": 3,
@@ -215,7 +215,7 @@ bash(grep -r "router\.|@Get\|@Post" src/ 2>/dev/null && echo "API_FOUND" || echo
**Task ID Calculation**:
```bash
group_count=$(jq '.groups.count' .workflow/active/WFS-docs-{timestamp}/.process/phase2-analysis.json)
group_count=$(jq '.groups.count' .workflow/active/WFS-docs-{timestamp}/.process/doc-planning-data.json)
readme_id=$((group_count + 1)) # Next ID after groups
arch_id=$((group_count + 2))
api_id=$((group_count + 3))
@@ -237,7 +237,7 @@ api_id=$((group_count + 3))
**Generation Process**:
1. Read configuration values (tool, cli_execute, mode) from workflow-session.json
2. Read group assignments from phase2-analysis.json
2. Read group assignments from doc-planning-data.json
3. Generate Level 1 tasks (IMPL-001 to IMPL-N, one per group)
4. Generate Level 2+ tasks if mode=full (README, ARCHITECTURE, HTTP API)
@@ -262,14 +262,14 @@ api_id=$((group_count + 3))
},
"context": {
"requirements": [
"Process directories from group ${group_number} in phase2-analysis.json",
"Process directories from group ${group_number} in doc-planning-data.json",
"Generate docs to .workflow/docs/${project_name}/ (mirrored structure)",
"Code folders: API.md + README.md; Navigation folders: README.md only",
"Use pre-analyzed data from Phase 2 (no redundant analysis)"
],
"focus_paths": ["${group_dirs_from_json}"],
"precomputed_data": {
"phase2_analysis": "${session_dir}/.process/phase2-analysis.json"
"phase2_analysis": "${session_dir}/.process/doc-planning-data.json"
}
},
"flow_control": {
@@ -278,8 +278,8 @@ api_id=$((group_count + 3))
"step": "load_precomputed_data",
"action": "Load Phase 2 analysis and extract group directories",
"commands": [
"bash(cat ${session_dir}/.process/phase2-analysis.json)",
"bash(jq '.groups.assignments[] | select(.group_id == \"${group_number}\") | .directories' ${session_dir}/.process/phase2-analysis.json)"
"bash(cat ${session_dir}/.process/doc-planning-data.json)",
"bash(jq '.groups.assignments[] | select(.group_id == \"${group_number}\") | .directories' ${session_dir}/.process/doc-planning-data.json)"
],
"output_to": "phase2_context",
"note": "Single JSON file contains all Phase 2 analysis results"
@@ -324,7 +324,7 @@ api_id=$((group_count + 3))
{
"step": 2,
"title": "Batch generate documentation via CLI",
"command": "bash(dirs=$(jq -r '.groups.assignments[] | select(.group_id == \"${group_number}\") | .directories[]' ${session_dir}/.process/phase2-analysis.json); for dir in $dirs; do cd \"$dir\" && gemini --approval-mode yolo -p \"PURPOSE: Generate module docs\\nTASK: Create documentation\\nMODE: write\\nCONTEXT: @**/* [phase2_context]\\nEXPECTED: API.md and README.md\\nRULES: Mirror structure\" || echo \"Failed: $dir\"; cd -; done)",
"command": "bash(dirs=$(jq -r '.groups.assignments[] | select(.group_id == \"${group_number}\") | .directories[]' ${session_dir}/.process/doc-planning-data.json); for dir in $dirs; do cd \"$dir\" && gemini --approval-mode yolo -p \"PURPOSE: Generate module docs\\nTASK: Create documentation\\nMODE: write\\nCONTEXT: @**/* [phase2_context]\\nEXPECTED: API.md and README.md\\nRULES: Mirror structure\" || echo \"Failed: $dir\"; cd -; done)",
"depends_on": [1],
"output": "generated_docs"
}
@@ -464,7 +464,7 @@ api_id=$((group_count + 3))
├── IMPL_PLAN.md
├── TODO_LIST.md
├── .process/
│ └── phase2-analysis.json # All Phase 2 analysis data (replaces 7+ files)
│ └── doc-planning-data.json # All Phase 2 analysis data (replaces 7+ files)
└── .task/
├── IMPL-001.json # Small: all modules | Large: group 1
├── IMPL-00N.json # (Large only: groups 2-N)
@@ -473,7 +473,7 @@ api_id=$((group_count + 3))
└── IMPL-{N+3}.json # HTTP API (optional)
```
**phase2-analysis.json Structure**:
**doc-planning-data.json Structure**:
```json
{
"metadata": {

View File

@@ -1,652 +0,0 @@
---
name: lite-fix
description: Lightweight bug diagnosis and fix workflow with intelligent severity assessment and optional hotfix mode for production incidents
argument-hint: "[--hotfix] \"bug description or issue reference\""
allowed-tools: TodoWrite(*), Task(*), SlashCommand(*), AskUserQuestion(*), Read(*), Bash(*)
---
# Workflow Lite-Fix Command (/workflow:lite-fix)
## Overview
Fast-track bug fixing workflow optimized for quick diagnosis, targeted fixes, and streamlined verification. Automatically adjusts process complexity based on impact assessment.
**Core capabilities:**
- Rapid root cause diagnosis with intelligent code search
- Automatic severity assessment and adaptive workflow
- Fix strategy selection (immediate patch vs comprehensive refactor)
- Risk-aware verification (smoke tests to full suite)
- Optional hotfix mode for production incidents with branch management
- Automatic follow-up task generation for hotfixes
## Usage
### Command Syntax
```bash
/workflow:lite-fix [FLAGS] <BUG_DESCRIPTION>
# Flags
--hotfix, -h Production hotfix mode (creates hotfix branch, auto follow-up)
# Arguments
<bug-description> Bug description or issue reference (required)
```
### Modes
| Mode | Time Budget | Use Case | Workflow Characteristics |
|------|-------------|----------|--------------------------|
| **Default** | Auto-adapt (15min-4h) | All standard bugs | Intelligent severity assessment + adaptive process |
| **Hotfix** (`--hotfix`) | 15-30 min | Production outage | Minimal diagnosis + hotfix branch + auto follow-up |
### Examples
```bash
# Default mode: Automatically adjusts based on impact
/workflow:lite-fix "User avatar upload fails with 413 error"
/workflow:lite-fix "Shopping cart randomly loses items at checkout"
# Hotfix mode: Production incident
/workflow:lite-fix --hotfix "Payment gateway 5xx errors"
```
## Execution Process
### Workflow Overview
```
Bug Input → Diagnosis (Phase 1) → Impact Assessment (Phase 2)
Severity Auto-Detection → Fix Planning (Phase 3)
Verification Strategy (Phase 4) → User Confirmation (Phase 5) → Execution (Phase 6)
```
### Phase Summary
| Phase | Default Mode | Hotfix Mode |
|-------|--------------|-------------|
| 1. Diagnosis | Adaptive search depth | Minimal (known issue) |
| 2. Impact Assessment | Full risk scoring | Critical path only |
| 3. Fix Planning | Strategy options based on complexity | Single surgical fix |
| 4. Verification | Test level matches risk score | Smoke tests only |
| 5. User Confirmation | 3 dimensions | 2 dimensions |
| 6. Execution | Via lite-execute | Via lite-execute + monitoring |
---
## Detailed Phase Execution
### Phase 1: Diagnosis & Root Cause Analysis
**Goal**: Identify root cause and affected code paths
**Execution Strategy**:
**Default Mode** - Adaptive search:
- **High confidence keywords** (e.g., specific error messages): Direct grep search (5min)
- **Medium confidence**: cli-explore-agent with focused search (10-15min)
- **Low confidence** (vague symptoms): cli-explore-agent with broad search (20min)
```javascript
// Confidence-based strategy selection
if (has_specific_error_message || has_file_path_hint) {
// Quick targeted search
grep -r '${error_message}' src/ --include='*.ts' -n | head -10
git log --oneline --since='1 week ago' -- '*affected*'
} else {
// Deep exploration
Task(subagent_type="cli-explore-agent", prompt=`
Bug: ${bug_description}
Execute diagnostic search:
1. Search error patterns and similar issues
2. Trace execution path in affected modules
3. Check recent changes
Return: Root cause hypothesis, affected paths, reproduction steps
`)
}
```
**Hotfix Mode** - Minimal search:
```bash
Read(suspected_file) # User typically knows the file
git blame ${suspected_file}
```
**Output Structure**:
```javascript
{
root_cause: {
file: "src/auth/tokenValidator.ts",
line_range: "45-52",
issue: "Token expiration check uses wrong comparison",
introduced_by: "commit abc123"
},
reproduction_steps: ["Login", "Wait 15min", "Access protected route"],
affected_scope: {
users: "All authenticated users",
features: ["login", "API access"],
data_risk: "none"
}
}
```
**TodoWrite**: Mark Phase 1 completed, Phase 2 in_progress
---
### Phase 2: Impact Assessment & Severity Auto-Detection
**Goal**: Quantify blast radius and auto-determine severity
**Risk Score Calculation**:
```javascript
risk_score = (user_impact × 0.4) + (system_risk × 0.3) + (business_impact × 0.3)
// Auto-severity mapping
if (risk_score >= 8.0) severity = "critical"
else if (risk_score >= 5.0) severity = "high"
else if (risk_score >= 3.0) severity = "medium"
else severity = "low"
// Workflow adaptation
if (severity >= "high") {
diagnosis_depth = "focused"
test_strategy = "smoke_and_critical"
review_optional = true
} else {
diagnosis_depth = "comprehensive"
test_strategy = "full_suite"
review_optional = false
}
```
**Assessment Output**:
```javascript
{
affected_users: {
count: "5000 active users (100%)",
severity: "high"
},
system_risk: {
availability: "degraded_30%",
cascading_failures: "possible_logout_storm"
},
business_impact: {
revenue: "medium",
reputation: "high",
sla_breach: "yes"
},
risk_score: 7.1,
severity: "high",
workflow_adaptation: {
test_strategy: "focused_integration",
review_required: false,
time_budget: "1_hour"
}
}
```
**Hotfix Mode**: Skip detailed assessment, assume critical
**TodoWrite**: Mark Phase 2 completed, Phase 3 in_progress
---
### Phase 3: Fix Planning & Strategy Selection
**Goal**: Generate fix options with trade-off analysis
**Strategy Generation**:
**Default Mode** - Complexity-adaptive:
- **Low risk score (<5.0)**: Generate 2-3 strategy options for user selection
- **High risk score (≥5.0)**: Generate single best strategy for speed
```javascript
strategies = generateFixStrategies(root_cause, risk_score)
if (risk_score >= 5.0 || mode === "hotfix") {
// Single best strategy
return strategies[0] // Fastest viable fix
} else {
// Multiple options with trade-offs
return strategies // Let user choose
}
```
**Example Strategies**:
```javascript
// Low risk: Multiple options
[
{
strategy: "immediate_patch",
description: "Fix comparison operator",
estimated_time: "15 minutes",
risk: "low",
pros: ["Quick fix"],
cons: ["Doesn't address underlying issue"]
},
{
strategy: "comprehensive_fix",
description: "Refactor token validation logic",
estimated_time: "2 hours",
risk: "medium",
pros: ["Addresses root cause"],
cons: ["Longer implementation"]
}
]
// High risk or hotfix: Single option
{
strategy: "surgical_fix",
description: "Minimal change to fix comparison",
files: ["src/auth/tokenValidator.ts:47"],
estimated_time: "5 minutes",
risk: "minimal"
}
```
**Complexity Assessment**:
```javascript
if (complexity === "high" && risk_score < 5.0) {
suggestCommand("/workflow:plan --mode bugfix")
return // Escalate to full planning
}
```
**TodoWrite**: Mark Phase 3 completed, Phase 4 in_progress
---
### Phase 4: Verification Strategy
**Goal**: Define testing approach based on severity
**Adaptive Test Strategy**:
| Risk Score | Test Scope | Duration | Automation |
|------------|------------|----------|------------|
| **< 3.0** (Low) | Full test suite | 15-20 min | `npm test` |
| **3.0-5.0** (Medium) | Focused integration | 8-12 min | `npm test -- affected-module.test.ts` |
| **5.0-8.0** (High) | Smoke + critical | 5-8 min | `npm test -- critical.smoke.test.ts` |
| **≥ 8.0** (Critical) | Smoke only | 2-5 min | `npm test -- smoke.test.ts` |
| **Hotfix** | Production smoke | 2-3 min | `npm test -- production.smoke.test.ts` |
**Branch Strategy**:
**Default Mode**:
```javascript
{
type: "feature_branch",
base: "main",
name: "fix/token-expiration-edge-case",
merge_target: "main"
}
```
**Hotfix Mode**:
```javascript
{
type: "hotfix_branch",
base: "production_tag_v2.3.1", // ⚠️ From production tag
name: "hotfix/token-validation-fix",
merge_target: ["main", "production"] // Dual merge
}
```
**TodoWrite**: Mark Phase 4 completed, Phase 5 in_progress
---
### Phase 5: User Confirmation & Execution Selection
**Adaptive Confirmation Dimensions**:
**Default Mode** - 3 dimensions (adapted by risk score):
```javascript
dimensions = [
{
question: "Confirm fix approach?",
options: ["Proceed", "Modify", "Escalate to /workflow:plan"]
},
{
question: "Execution method:",
options: ["Agent", "CLI Tool (Codex/Gemini)", "Manual (plan only)"]
},
{
question: "Verification level:",
options: adaptedByRiskScore() // Auto-suggest based on Phase 2
}
]
// If risk_score >= 5.0, auto-skip code review dimension
// If risk_score < 5.0, add optional code review dimension
if (risk_score < 5.0) {
dimensions.push({
question: "Post-fix review:",
options: ["Gemini", "Skip"]
})
}
```
**Hotfix Mode** - 2 dimensions (minimal):
```javascript
[
{
question: "Confirm hotfix deployment:",
options: ["Deploy", "Stage First", "Abort"]
},
{
question: "Post-deployment monitoring:",
options: ["Real-time (15 min)", "Passive (alerts only)"]
}
]
```
**TodoWrite**: Mark Phase 5 completed, Phase 6 in_progress
---
### Phase 6: Execution Dispatch & Follow-up
**Dispatch to lite-execute**:
```javascript
executionContext = {
mode: "bugfix",
severity: auto_detected_severity, // From Phase 2
planObject: plan,
diagnosisContext: diagnosis,
impactContext: impact_assessment,
verificationStrategy: test_strategy,
branchStrategy: branch_strategy,
executionMethod: user_selection.execution_method
}
SlashCommand("/workflow:lite-execute --in-memory --mode bugfix")
```
**Hotfix Auto Follow-up**:
```javascript
if (mode === "hotfix") {
follow_up_tasks = [
{
id: `FOLLOWUP-${taskId}-comprehensive`,
title: "Replace hotfix with comprehensive fix",
priority: "high",
due_date: "within_3_days",
description: "Refactor quick hotfix into proper solution with full test coverage"
},
{
id: `FOLLOWUP-${taskId}-postmortem`,
title: "Incident postmortem",
priority: "medium",
due_date: "within_1_week",
sections: ["Timeline", "Root cause", "Prevention measures"]
}
]
Write(`.workflow/lite-fixes/${taskId}-followup.json`, follow_up_tasks)
console.log(`
⚠️ Hotfix follow-up tasks generated:
- Comprehensive fix: ${follow_up_tasks[0].id} (due in 3 days)
- Postmortem: ${follow_up_tasks[1].id} (due in 1 week)
`)
}
```
**TodoWrite**: Mark Phase 6 completed
---
## Data Structures
### diagnosisContext
```javascript
{
symptom: string,
error_message: string | null,
keywords: string[],
confidence_level: "high" | "medium" | "low", // Search confidence
root_cause: {
file: string,
line_range: string,
issue: string,
introduced_by: string
},
reproduction_steps: string[],
affected_scope: {...}
}
```
### impactContext
```javascript
{
affected_users: { count: string, severity: string },
system_risk: { availability: string, cascading_failures: string },
business_impact: { revenue: string, reputation: string, sla_breach: string },
risk_score: number, // 0-10
severity: "low" | "medium" | "high" | "critical",
workflow_adaptation: {
diagnosis_depth: string,
test_strategy: string,
review_optional: boolean,
time_budget: string
}
}
```
### fixPlan
```javascript
{
strategy: string,
summary: string,
tasks: [{
title: string,
file: string,
action: "Update" | "Create" | "Delete",
implementation: string[],
verification: string[]
}],
estimated_time: string,
recommended_execution: "Agent" | "CLI" | "Manual"
}
```
---
## Best Practices
### When to Use Default Mode
**Use for all standard bugs:**
- Automatically adapts to severity (no manual mode selection needed)
- Risk score determines workflow complexity
- Handles 90% of bug fixing scenarios
**Typical scenarios:**
- UI bugs, logic errors, edge cases
- Performance issues (non-critical)
- Integration failures
- Data validation bugs
### When to Use Hotfix Mode
**Only use for production incidents:**
- Production is down or critically degraded
- Revenue/reputation at immediate risk
- SLA breach occurring
- Issue is well-understood (minimal diagnosis needed)
**Hotfix characteristics:**
- Creates hotfix branch from production tag
- Minimal diagnosis (assumes known issue)
- Smoke tests only
- Auto-generates follow-up tasks
- Requires incident tracking
### Branching Strategy
**Default Mode (feature branch)**:
```bash
# Standard feature branch workflow
git checkout -b fix/issue-description main
# ... implement fix
git checkout main && git merge fix/issue-description
```
**Hotfix Mode (dual merge)**:
```bash
# ✅ Correct: Branch from production tag
git checkout -b hotfix/fix-name v2.3.1
# Merge to both targets
git checkout main && git merge hotfix/fix-name
git checkout production && git merge hotfix/fix-name
git tag v2.3.2
# ❌ Wrong: Branch from main
git checkout -b hotfix/fix-name main # Contains unreleased code!
```
---
## Error Handling
| Error | Cause | Resolution |
|-------|-------|------------|
| Root cause unclear | Vague symptoms | Extend diagnosis time or use /cli:mode:bug-diagnosis |
| Multiple potential causes | Complex interaction | Use /cli:discuss-plan for analysis |
| Fix too complex | High-risk refactor | Escalate to /workflow:plan --mode bugfix |
| High risk score but unsure | Uncertain severity | Default mode will adapt, proceed normally |
---
## Output Routing
**Lite-fix directory**:
```
.workflow/lite-fixes/
├── BUGFIX-2024-10-20T14-30-00.json # Task JSON
├── BUGFIX-2024-10-20T14-30-00-followup.json # Follow-up (hotfix only)
└── diagnosis-cache/ # Cached diagnoses
└── ${bug_hash}.json
```
**Session-based** (if active session):
```
.workflow/active/WFS-feature/
├── .bugfixes/
│ ├── BUGFIX-001.json
│ └── BUGFIX-001-followup.json
└── .summaries/
└── BUGFIX-001-summary.md
```
---
## Advanced Features
### 1. Intelligent Diagnosis Caching
Reuse diagnosis for similar bugs:
```javascript
cache_key = hash(bug_keywords + recent_changes_hash)
if (cache_exists && cache_age < 7_days && similarity > 0.8) {
diagnosis = load_from_cache()
console.log("Using cached diagnosis (similar issue found)")
}
```
### 2. Auto-Severity Suggestion
Detect urgency from keywords:
```javascript
urgency_keywords = ["production", "down", "outage", "critical", "urgent"]
if (bug_description.includes(urgency_keywords) && !mode_specified) {
console.log("💡 Tip: Consider --hotfix flag for production issues")
}
```
### 3. Adaptive Workflow Intelligence
Real-time workflow adjustment:
```javascript
// During Phase 2, if risk score suddenly increases
if (new_risk_score > initial_estimate * 1.5) {
console.log("⚠️ Severity increased, adjusting workflow...")
test_strategy = "more_comprehensive"
review_required = true
}
```
---
## Related Commands
**Diagnostic Commands**:
- `/cli:mode:bug-diagnosis` - Detailed root cause analysis (use before lite-fix if unclear)
**Fix Execution**:
- `/workflow:lite-execute --in-memory` - Execute fix plan (automatically called)
**Planning Commands**:
- `/workflow:plan --mode bugfix` - Complex bugs requiring comprehensive planning
**Review Commands**:
- `/workflow:review --type quality` - Post-fix quality review
---
## Comparison with Other Commands
| Command | Use Case | Modes | Adaptation | Output |
|---------|----------|-------|------------|--------|
| `/workflow:lite-fix` | Bug fixes | 2 (default + hotfix) | Auto-adaptive | In-memory + JSON |
| `/workflow:lite-plan` | New features | 1 + explore flag | Manual | In-memory + JSON |
| `/workflow:plan` | Complex features | Multiple | Manual | Persistent session |
| `/cli:mode:bug-diagnosis` | Analysis only | 1 | N/A | Report only |
---
## Quality Gates
**Before execution** (auto-checked):
- [ ] Root cause identified (>70% confidence for default, >90% for hotfix)
- [ ] Impact scope defined
- [ ] Fix strategy reviewed
- [ ] Verification plan matches risk level
**Hotfix-specific**:
- [ ] Production tag identified
- [ ] Rollback plan documented
- [ ] Follow-up tasks generated
- [ ] Monitoring configured
---
## When to Use lite-fix
**Perfect for:**
- Any bug with clear symptoms
- Localized fixes (1-5 files)
- Known technology stack
- Time-sensitive but not catastrophic (default mode adapts)
- Production incidents (use --hotfix)
**Not suitable for:**
- Root cause completely unclear → use `/cli:mode:bug-diagnosis` first
- Requires architectural changes → use `/workflow:plan`
- Complex legacy code without tests → use `/workflow:plan --legacy-refactor`
- Performance deep-dive → use `/workflow:plan --performance-optimization`
- Data migration → use `/workflow:plan --data-migration`
---
**Last Updated**: 2025-11-20
**Version**: 2.0.0
**Status**: Design Document (Simplified)

View File

@@ -89,7 +89,7 @@ bash(if [ -d .workflow/docs/\${project_name} ]; then find .workflow/docs/\${proj
bash(if [ -d .workflow/docs/\${project_name} ]; then find .workflow/docs/\${project_name} -type f -name "*.md" ! -path "*/README.md" ! -path "*/ARCHITECTURE.md" ! -path "*/EXAMPLES.md" ! -path "*/api/*" 2>/dev/null | xargs cat 2>/dev/null; fi)
```
**Data Processing**: Parse bash outputs, calculate statistics, use **Write tool** to create `${session_dir}/.process/phase2-analysis.json` with structure:
**Data Processing**: Parse bash outputs, calculate statistics, use **Write tool** to create `${session_dir}/.process/doc-planning-data.json` with structure:
```json
{
@@ -118,7 +118,7 @@ bash(if [ -d .workflow/docs/\${project_name} ]; then find .workflow/docs/\${proj
**Then** use **Edit tool** to update `workflow-session.json` adding analysis field.
**Output**: Single `phase2-analysis.json` with all analysis data (no temp files or Python scripts).
**Output**: Single `doc-planning-data.json` with all analysis data (no temp files or Python scripts).
**Auto-skipped**: Tests (`**/test/**`, `**/*.test.*`), Build (`**/node_modules/**`, `**/dist/**`), Config (root-level files), Vendor directories.
@@ -127,8 +127,8 @@ bash(if [ -d .workflow/docs/\${project_name} ]; then find .workflow/docs/\${proj
**Commands**:
```bash
# Count existing docs from phase2-analysis.json
bash(cat .workflow/WFS-docs-{timestamp}/.process/phase2-analysis.json | jq '.existing_docs.file_list | length')
# Count existing docs from doc-planning-data.json
bash(cat .workflow/WFS-docs-{timestamp}/.process/doc-planning-data.json | jq '.existing_docs.file_list | length')
```
**Data Processing**: Use count result, then use **Edit tool** to update `workflow-session.json`:
@@ -182,8 +182,8 @@ Large Projects (single dir >10 docs):
**Commands**:
```bash
# 1. Get top-level directories from phase2-analysis.json
bash(cat .workflow/WFS-docs-{timestamp}/.process/phase2-analysis.json | jq -r '.top_level_dirs[]')
# 1. Get top-level directories from doc-planning-data.json
bash(cat .workflow/WFS-docs-{timestamp}/.process/doc-planning-data.json | jq -r '.top_level_dirs[]')
# 2. Get mode from workflow-session.json
bash(cat .workflow/WFS-docs-{timestamp}/workflow-session.json | jq -r '.mode // "full"')
@@ -201,7 +201,7 @@ bash(grep -r "router\.|@Get\|@Post" src/ 2>/dev/null && echo "API_FOUND" || echo
- If total ≤10 docs: create group
- If total >10 docs: split to 1 dir/group or subdivide
- If single dir >10 docs: split by subdirectories
3. Use **Edit tool** to update `phase2-analysis.json` adding groups field:
3. Use **Edit tool** to update `doc-planning-data.json` adding groups field:
```json
"groups": {
"count": 3,
@@ -215,7 +215,7 @@ bash(grep -r "router\.|@Get\|@Post" src/ 2>/dev/null && echo "API_FOUND" || echo
**Task ID Calculation**:
```bash
group_count=$(jq '.groups.count' .workflow/WFS-docs-{timestamp}/.process/phase2-analysis.json)
group_count=$(jq '.groups.count' .workflow/WFS-docs-{timestamp}/.process/doc-planning-data.json)
readme_id=$((group_count + 1)) # Next ID after groups
arch_id=$((group_count + 2))
api_id=$((group_count + 3))
@@ -237,7 +237,7 @@ api_id=$((group_count + 3))
**Generation Process**:
1. Read configuration values (tool, cli_execute, mode) from workflow-session.json
2. Read group assignments from phase2-analysis.json
2. Read group assignments from doc-planning-data.json
3. Generate Level 1 tasks (IMPL-001 to IMPL-N, one per group)
4. Generate Level 2+ tasks if mode=full (README, ARCHITECTURE, HTTP API)
@@ -262,14 +262,14 @@ api_id=$((group_count + 3))
},
"context": {
"requirements": [
"Process directories from group ${group_number} in phase2-analysis.json",
"Process directories from group ${group_number} in doc-planning-data.json",
"Generate docs to .workflow/docs/${project_name}/ (mirrored structure)",
"Code folders: API.md + README.md; Navigation folders: README.md only",
"Use pre-analyzed data from Phase 2 (no redundant analysis)"
],
"focus_paths": ["${group_dirs_from_json}"],
"precomputed_data": {
"phase2_analysis": "${session_dir}/.process/phase2-analysis.json"
"phase2_analysis": "${session_dir}/.process/doc-planning-data.json"
}
},
"flow_control": {
@@ -278,8 +278,8 @@ api_id=$((group_count + 3))
"step": "load_precomputed_data",
"action": "Load Phase 2 analysis and extract group directories",
"commands": [
"bash(cat ${session_dir}/.process/phase2-analysis.json)",
"bash(jq '.groups.assignments[] | select(.group_id == \"${group_number}\") | .directories' ${session_dir}/.process/phase2-analysis.json)"
"bash(cat ${session_dir}/.process/doc-planning-data.json)",
"bash(jq '.groups.assignments[] | select(.group_id == \"${group_number}\") | .directories' ${session_dir}/.process/doc-planning-data.json)"
],
"output_to": "phase2_context",
"note": "Single JSON file contains all Phase 2 analysis results"
@@ -324,7 +324,7 @@ api_id=$((group_count + 3))
{
"step": 2,
"title": "Batch generate documentation via CLI",
"command": "bash(dirs=$(jq -r '.groups.assignments[] | select(.group_id == \"${group_number}\") | .directories[]' ${session_dir}/.process/phase2-analysis.json); for dir in $dirs; do cd \"$dir\" && gemini --approval-mode yolo -p \"PURPOSE: Generate module docs\\nTASK: Create documentation\\nMODE: write\\nCONTEXT: @**/* [phase2_context]\\nEXPECTED: API.md and README.md\\nRULES: Mirror structure\" || echo \"Failed: $dir\"; cd -; done)",
"command": "bash(dirs=$(jq -r '.groups.assignments[] | select(.group_id == \"${group_number}\") | .directories[]' ${session_dir}/.process/doc-planning-data.json); for dir in $dirs; do cd \"$dir\" && gemini --approval-mode yolo -p \"PURPOSE: Generate module docs\\nTASK: Create documentation\\nMODE: write\\nCONTEXT: @**/* [phase2_context]\\nEXPECTED: API.md and README.md\\nRULES: Mirror structure\" || echo \"Failed: $dir\"; cd -; done)",
"depends_on": [1],
"output": "generated_docs"
}
@@ -464,7 +464,7 @@ api_id=$((group_count + 3))
├── IMPL_PLAN.md
├── TODO_LIST.md
├── .process/
│ └── phase2-analysis.json # All Phase 2 analysis data (replaces 7+ files)
│ └── doc-planning-data.json # All Phase 2 analysis data (replaces 7+ files)
└── .task/
├── IMPL-001.json # Small: all modules | Large: group 1
├── IMPL-00N.json # (Large only: groups 2-N)
@@ -473,7 +473,7 @@ api_id=$((group_count + 3))
└── IMPL-{N+3}.json # HTTP API (optional)
```
**phase2-analysis.json Structure**:
**doc-planning-data.json Structure**:
```json
{
"metadata": {

View File

@@ -1,620 +0,0 @@
# Lite-Fix Command Design Document
**Date**: 2025-11-20
**Version**: 2.0.0 (Simplified Design)
**Status**: Design Complete
**Related**: PLANNING_GAP_ANALYSIS.md (Scenario #8: Emergency Fix Scenario)
---
## Design Overview
`/workflow:lite-fix` is a lightweight bug diagnosis and fix workflow command that fills the gap in emergency fix scenarios in the current planning system. Designed with reference to the successful `/workflow:lite-plan` pattern, optimized for bug fixing scenarios.
### Core Design Principles
1. **Rapid Response** - Supports 15 minutes to 4 hours fix cycles
2. **Intelligent Adaptation** - Automatically adjusts workflow complexity based on risk assessment
3. **Progressive Verification** - Flexible testing strategy from smoke tests to full suite
4. **Automated Follow-up** - Hotfix mode auto-generates comprehensive fix tasks
### Key Innovation: **Intelligent Self-Adaptation**
Unlike traditional fixed-mode commands, lite-fix uses **Phase 2 Impact Assessment** to automatically determine severity and adapt the entire workflow:
```javascript
// Phase 2 auto-determines severity
risk_score = (user_impact × 0.4) + (system_risk × 0.3) + (business_impact × 0.3)
// Workflow auto-adapts
if (risk_score < 3.0) Full test suite, comprehensive diagnosis
else if (risk_score < 5.0) Focused integration, moderate diagnosis
else if (risk_score < 8.0) Smoke+critical, focused diagnosis
else Smoke only, minimal diagnosis
```
**Result**: Users don't need to manually select severity modes - the system intelligently adapts.
---
## Design Comparison: lite-fix vs lite-plan
| Dimension | lite-plan | lite-fix (v2.0) | Design Rationale |
|-----------|-----------|-----------------|------------------|
| **Target Scenario** | New feature development | Bug fixes | Different development intent |
| **Time Budget** | 1-6 hours | Auto-adapt (15min-4h) | Bug fixes more urgent |
| **Exploration Phase** | Optional (`-e` flag) | Adaptive depth | Bug needs diagnosis |
| **Output Type** | Implementation plan | Diagnosis + fix plan | Bug needs root cause |
| **Verification Strategy** | Full test suite | Auto-adaptive (Smoke→Full) | Risk vs speed tradeoff |
| **Branch Strategy** | Feature branch | Feature/Hotfix branch | Production needs special handling |
| **Follow-up Mechanism** | None | Hotfix auto-generates tasks | Technical debt management |
| **Intelligence Level** | Manual | **Auto-adaptive** | **Key innovation** |
---
## Two-Mode Design (Simplified from Three)
### Mode 1: Default (Intelligent Auto-Adaptive)
**Use Cases**:
- All standard bugs (90% of scenarios)
- Automatic severity assessment
- Workflow adapts to risk score
**Workflow Characteristics**:
```
Adaptive diagnosis → Impact assessment → Auto-severity detection
Strategy selection (count based on risk) → Adaptive testing
Confirmation (dimensions based on risk) → Execution
```
**Example Use Cases**:
```bash
# Low severity (auto-detected)
/workflow:lite-fix "User profile bio field shows HTML tags"
# → Full test suite, multiple strategy options, 3-4 hour budget
# Medium severity (auto-detected)
/workflow:lite-fix "Shopping cart occasionally loses items"
# → Focused integration tests, best strategy, 1-2 hour budget
# High severity (auto-detected)
/workflow:lite-fix "Login fails for all users after deployment"
# → Smoke+critical tests, single strategy, 30-60 min budget
```
### Mode 2: Hotfix (`--hotfix`)
**Use Cases**:
- Production outage only
- 100% user impact or business interruption
- Requires 15-30 minute fix
**Workflow Characteristics**:
```
Minimal diagnosis → Skip assessment (assume critical)
Surgical fix → Production smoke tests
Hotfix branch (from production tag) → Auto follow-up tasks
```
**Example Use Case**:
```bash
/workflow:lite-fix --hotfix "Payment gateway 5xx errors"
# → Hotfix branch from v2.3.1 tag, smoke tests only, follow-up tasks auto-generated
```
---
## Command Syntax (Simplified)
### Before (v1.0 - Complex)
```bash
/workflow:lite-fix [--critical|--hotfix] [--incident ID] "bug description"
# 3 modes, 3 parameters
--critical, -c Critical bug mode
--hotfix, -h Production hotfix mode
--incident <ID> Incident tracking ID
```
**Problems**:
- Users need to manually determine severity (Regular vs Critical)
- Too many parameters (3 flags)
- Incident ID as separate parameter adds complexity
### After (v2.0 - Simplified)
```bash
/workflow:lite-fix [--hotfix] "bug description"
# 2 modes, 1 parameter
--hotfix, -h Production hotfix mode only
```
**Improvements**:
- ✅ Automatic severity detection (no manual selection)
- ✅ Single optional flag (67% reduction)
- ✅ Incident info can be in bug description
- ✅ Matches lite-plan simplicity
---
## Intelligent Adaptive Workflow
### Phase 1: Diagnosis - Adaptive Search Depth
**Confidence-based Strategy Selection**:
```javascript
// High confidence (specific error message provided)
if (has_specific_error_message || has_file_path_hint) {
strategy = "direct_grep"
time_budget = "5 minutes"
grep -r '${error_message}' src/ --include='*.ts' -n | head -10
}
// Medium confidence (module or feature mentioned)
else if (has_module_hint) {
strategy = "cli-explore-agent_focused"
time_budget = "10-15 minutes"
Task(subagent="cli-explore-agent", scope="focused")
}
// Low confidence (vague symptoms)
else {
strategy = "cli-explore-agent_broad"
time_budget = "20 minutes"
Task(subagent="cli-explore-agent", scope="comprehensive")
}
```
**Output**:
- Root cause (file:line, issue, introduced_by)
- Reproduction steps
- Affected scope
- **Confidence level** (used in Phase 2)
### Phase 2: Impact Assessment - Auto-Severity Detection
**Risk Score Calculation**:
```javascript
risk_score = (user_impact × 0.4) + (system_risk × 0.3) + (business_impact × 0.3)
// Examples:
// - UI typo: user_impact=1, system_risk=0, business_impact=0 → risk_score=0.4 (LOW)
// - Cart bug: user_impact=5, system_risk=3, business_impact=4 → risk_score=4.1 (MEDIUM)
// - Login failure: user_impact=9, system_risk=7, business_impact=8 → risk_score=8.1 (CRITICAL)
```
**Workflow Adaptation Table**:
| Risk Score | Severity | Diagnosis | Test Strategy | Review | Time Budget |
|------------|----------|-----------|---------------|--------|-------------|
| **< 3.0** | Low | Comprehensive | Full test suite | Optional | 3-4 hours |
| **3.0-5.0** | Medium | Moderate | Focused integration | Optional | 1-2 hours |
| **5.0-8.0** | High | Focused | Smoke + critical | Skip | 30-60 min |
| **≥ 8.0** | Critical | Minimal | Smoke only | Skip | 15-30 min |
**Output**:
```javascript
{
risk_score: 6.5,
severity: "high",
workflow_adaptation: {
diagnosis_depth: "focused",
test_strategy: "smoke_and_critical",
review_optional: true,
time_budget: "45_minutes"
}
}
```
### Phase 3: Fix Planning - Adaptive Strategy Count
**Before Phase 2 adaptation**:
- Always generate 1-3 strategy options
- User manually selects
**After Phase 2 adaptation**:
```javascript
if (risk_score < 5.0) {
// Low-medium risk: User has time to choose
strategies = generateMultipleStrategies() // 2-3 options
user_selection = true
}
else {
// High-critical risk: Speed is priority
strategies = [selectBestStrategy()] // Single option
user_selection = false
}
```
**Example**:
```javascript
// Low risk (risk_score=2.5) → Multiple options
[
{ strategy: "immediate_patch", time: "15min", pros: ["Quick"], cons: ["Not comprehensive"] },
{ strategy: "comprehensive_fix", time: "2h", pros: ["Root cause"], cons: ["Longer"] }
]
// High risk (risk_score=6.5) → Single best
{ strategy: "surgical_fix", time: "5min", risk: "minimal" }
```
### Phase 4: Verification - Auto-Test Level Selection
**Test strategy determined by Phase 2 risk_score**:
```javascript
// Already determined in Phase 2
test_strategy = workflow_adaptation.test_strategy
// Map to specific test commands
test_commands = {
"full_test_suite": "npm test",
"focused_integration": "npm test -- affected-module.test.ts",
"smoke_and_critical": "npm test -- critical.smoke.test.ts",
"smoke_only": "npm test -- smoke.test.ts"
}
```
**Auto-suggested to user** (can override if needed)
### Phase 5: User Confirmation - Adaptive Dimensions
**Dimension count adapts to risk score**:
```javascript
dimensions = [
"Fix approach confirmation", // Always present
"Execution method", // Always present
"Verification level" // Always present (auto-suggested)
]
// Optional 4th dimension for low-risk bugs
if (risk_score < 5.0) {
dimensions.push("Post-fix review") // Only for low-medium severity
}
```
**Result**:
- High-risk bugs: 3 dimensions (faster confirmation)
- Low-risk bugs: 4 dimensions (includes review)
### Phase 6: Execution - Same as Before
Dispatch to lite-execute with adapted context.
---
## Six-Phase Execution Flow Design
### Phase Summary Comparison
| Phase | v1.0 (3 modes) | v2.0 (Adaptive) |
|-------|----------------|-----------------|
| 1. Diagnosis | Manual mode selection → Fixed depth | Confidence detection → Adaptive depth |
| 2. Impact | Assessment only | **Assessment + Auto-severity + Workflow adaptation** |
| 3. Planning | Fixed strategy count | **Risk-based strategy count** |
| 4. Verification | Manual test selection | **Auto-suggested test level** |
| 5. Confirmation | Fixed dimensions | **Adaptive dimensions (3 or 4)** |
| 6. Execution | Same | Same |
**Key Difference**: Phases 2-5 now adapt based on Phase 2 risk score.
---
## Data Structure Extensions
### diagnosisContext (Extended)
```javascript
{
symptom: string,
error_message: string | null,
keywords: string[],
confidence_level: "high" | "medium" | "low", // ← NEW: Search confidence
root_cause: {
file: string,
line_range: string,
issue: string,
introduced_by: string
},
reproduction_steps: string[],
affected_scope: {...}
}
```
### impactContext (Extended)
```javascript
{
affected_users: {...},
system_risk: {...},
business_impact: {...},
risk_score: number, // 0-10
severity: "low" | "medium" | "high" | "critical",
workflow_adaptation: { // ← NEW: Adaptation decisions
diagnosis_depth: string,
test_strategy: string,
review_optional: boolean,
time_budget: string
}
}
```
---
## Implementation Roadmap
### Phase 1: Core Functionality (Sprint 1) - 5-8 days
**Completed** ✅:
- [x] Command specification (lite-fix.md - 652 lines)
- [x] Design document (this document)
- [x] Mode simplification (3→2)
- [x] Parameter reduction (3→1)
**Remaining**:
- [ ] Implement 6-phase workflow
- [ ] Implement intelligent adaptation logic
- [ ] Integrate with lite-execute
### Phase 2: Advanced Features (Sprint 2) - 3-5 days
- [ ] Diagnosis caching mechanism
- [ ] Auto-severity keyword detection
- [ ] Hotfix branch management scripts
- [ ] Follow-up task auto-generation
### Phase 3: Optimization (Sprint 3) - 2-3 days
- [ ] Performance optimization (diagnosis speed)
- [ ] Error handling refinement
- [ ] Documentation and examples
- [ ] User feedback iteration
---
## Success Metrics
### Efficiency Improvements
| Mode | v1.0 Manual Selection | v2.0 Auto-Adaptive | Improvement |
|------|----------------------|-------------------|-------------|
| Low severity | 4-6 hours (manual Regular) | <3 hours (auto-detected) | 50% faster |
| Medium severity | 2-3 hours (need to select Critical) | <1.5 hours (auto-detected) | 40% faster |
| High severity | 1-2 hours (if user selects Critical correctly) | <1 hour (auto-detected) | 50% faster |
**Key**: Users no longer waste time deciding which mode to use.
### Quality Metrics
- **Diagnosis Accuracy**: >85% (structured root cause analysis)
- **First-time Fix Success Rate**: >90% (comprehensive impact assessment)
- **Regression Rate**: <5% (adaptive verification strategy)
- **Mode Selection Accuracy**: 100% (automatic, no human error)
### User Experience
**v1.0 User Flow**:
```
User: "Is this bug Regular or Critical? Not sure..."
User: "Let me read the mode descriptions again..."
User: "OK I'll try --critical"
System: "Executing critical mode..." (might be wrong choice)
```
**v2.0 User Flow**:
```
User: "/workflow:lite-fix 'Shopping cart loses items'"
System: "Analyzing impact... Risk score: 6.5 (High severity detected)"
System: "Adapting workflow: Focused diagnosis, Smoke+critical tests"
User: "Perfect, proceed" (no mode selection needed)
```
---
## Comparison with Other Commands
| Command | Modes | Parameters | Adaptation | Complexity |
|---------|-------|------------|------------|------------|
| `/workflow:lite-fix` (v2.0) | 2 | 1 | **Auto** | Low ✅ |
| `/workflow:lite-plan` | 1 + explore flag | 1 | Manual | Low ✅ |
| `/workflow:plan` | Multiple | Multiple | Manual | High |
| `/workflow:lite-fix` (v1.0) | 3 | 3 | Manual | Medium ❌ |
**Conclusion**: v2.0 matches lite-plan's simplicity while adding intelligence.
---
## Architecture Decision Records (ADRs)
### ADR-001: Why Remove Critical Mode?
**Decision**: Remove `--critical` flag, use automatic severity detection
**Rationale**:
1. Users often misjudge bug severity (too conservative or too aggressive)
2. Phase 2 impact assessment provides objective risk scoring
3. Automatic adaptation eliminates mode selection overhead
4. Aligns with "lite" philosophy - simpler is better
**Alternatives Rejected**:
- Keep 3 modes: Too complex, user confusion
- Use continuous severity slider (0-10): Still requires manual input
**Result**: 90% of users can use default mode without thinking about severity.
### ADR-002: Why Keep Hotfix as Separate Mode?
**Decision**: Keep `--hotfix` as explicit flag (not auto-detect)
**Rationale**:
1. Production incidents require explicit user intent (safety measure)
2. Hotfix has special workflow (branch from production tag, follow-up tasks)
3. Clear distinction: "Is this a production incident?" → Yes/No decision
4. Prevents accidental hotfix branch creation
**Alternatives Rejected**:
- Auto-detect hotfix based on keywords: Too risky, false positives
- Merge into default mode with risk_score≥9.0: Loses explicit intent
**Result**: Users explicitly choose when to trigger hotfix workflow.
### ADR-003: Why Adaptive Confirmation Dimensions?
**Decision**: Use 3 or 4 confirmation dimensions based on risk score
**Rationale**:
1. High-risk bugs need speed → Skip optional code review
2. Low-risk bugs have time → Add code review dimension for quality
3. Adaptive UX provides best of both worlds
**Alternatives Rejected**:
- Always 4 dimensions: Slows down high-risk fixes
- Always 3 dimensions: Misses quality improvement opportunities for low-risk bugs
**Result**: Workflow adapts to urgency while maintaining quality.
### ADR-004: Why Remove --incident Parameter?
**Decision**: Remove `--incident <ID>` parameter
**Rationale**:
1. Incident ID can be included in bug description string
2. Or tracked separately in follow-up task metadata
3. Reduces command-line parameter count (simplification goal)
4. Matches lite-plan's simple syntax
**Alternatives Rejected**:
- Keep as optional parameter: Adds complexity for rare use case
- Auto-extract from description: Over-engineering
**Result**: Simpler command syntax, incident tracking handled elsewhere.
---
## Risk Assessment and Mitigation
### Risk 1: Auto-Severity Detection Errors
**Risk**: System incorrectly assesses severity (e.g., critical bug marked as low)
**Mitigation**:
1. User can see risk score and severity in Phase 2 output
2. User can escalate to `/workflow:plan` if automated assessment seems wrong
3. Provide clear explanation of risk score calculation
4. Phase 5 confirmation allows user to override test strategy
**Likelihood**: Low (risk score formula well-tested)
### Risk 2: Users Miss --hotfix Flag
**Risk**: Production incident handled as default mode (slower process)
**Mitigation**:
1. Auto-suggest `--hotfix` if keywords detected ("production", "outage", "down")
2. If risk_score ≥ 9.0, prompt: "Consider using --hotfix for production incidents"
3. Documentation clearly explains when to use hotfix
**Likelihood**: Medium → Mitigation reduces to Low
### Risk 3: Adaptive Workflow Confusion
**Risk**: Users confused by different workflows for different bugs
**Mitigation**:
1. Clear output explaining why workflow adapted ("Risk score: 6.5 → Using focused diagnosis")
2. Consistent 6-phase structure (only depth/complexity changes)
3. Documentation with examples for each risk level
**Likelihood**: Low (transparency in adaptation decisions)
---
## Gap Coverage from PLANNING_GAP_ANALYSIS.md
This design addresses **Scenario #8: Emergency Fix Scenario** from the gap analysis:
| Gap Item | Coverage | Implementation |
|----------|----------|----------------|
| Workflow simplification | ✅ 100% | 2 modes vs 3, 1 parameter vs 3 |
| Fast verification | ✅ 100% | Adaptive test strategy (smoke to full) |
| Hotfix branch management | ✅ 100% | Branch from production tag, dual merge |
| Comprehensive fix follow-up | ✅ 100% | Auto-generated follow-up tasks |
**Additional Enhancements** (beyond original gap):
- ✅ Intelligent auto-adaptation (not in original gap)
- ✅ Risk score calculation (quantitative severity)
- ✅ Diagnosis caching (performance optimization)
---
## Design Evolution Summary
### v1.0 → v2.0 Changes
| Aspect | v1.0 | v2.0 | Impact |
|--------|------|------|--------|
| **Modes** | 3 (Regular, Critical, Hotfix) | **2 (Default, Hotfix)** | -33% complexity |
| **Parameters** | 3 (--critical, --hotfix, --incident) | **1 (--hotfix)** | -67% parameters |
| **Adaptation** | Manual mode selection | **Intelligent auto-adaptation** | 🚀 Key innovation |
| **User Decision Points** | 3 (mode + incident + confirmation) | **1 (hotfix or not)** | -67% decisions |
| **Documentation** | 707 lines | **652 lines** | -8% length |
| **Workflow Intelligence** | Low | **High** | Major upgrade |
### Philosophy Shift
**v1.0**: "Provide multiple modes for different scenarios"
- User selects mode based on perceived severity
- Fixed workflows for each mode
**v2.0**: "Intelligent single mode that adapts to reality"
- System assesses actual severity
- Workflow automatically optimizes for risk level
- User only decides: "Is this a production incident?" (Yes → --hotfix)
**Result**: Simpler to use, smarter behavior, same powerful capabilities.
---
## Conclusion
`/workflow:lite-fix` v2.0 represents a significant simplification while maintaining (and enhancing) full functionality:
**Core Achievements**:
1.**Simplified Interface**: 2 modes, 1 parameter (vs 3 modes, 3 parameters)
2. 🧠 **Intelligent Adaptation**: Auto-severity detection with risk score
3. 🎯 **Optimized Workflows**: Each bug gets appropriate process depth
4. 🛡️ **Quality Assurance**: Adaptive verification strategy
5. 📋 **Tech Debt Management**: Hotfix auto-generates follow-up tasks
**Competitive Advantages**:
- Matches lite-plan's simplicity (1 optional flag)
- Exceeds lite-plan's intelligence (auto-adaptation)
- Solves 90% of bug scenarios without mode selection
- Explicit hotfix mode for safety-critical production fixes
**Expected Impact**:
- Reduce bug fix time by 50-70%
- Eliminate mode selection errors (100% accuracy)
- Improve diagnosis accuracy to 85%+
- Systematize technical debt from hotfixes
**Next Steps**:
1. Review this design document
2. Approve v2.0 simplified approach
3. Implement Phase 1 core functionality (estimated 5-8 days)
4. Iterate based on user feedback
---
**Document Version**: 2.0.0
**Author**: Claude (Sonnet 4.5)
**Review Status**: Pending Approval
**Implementation Status**: Design Complete, Development Pending

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@@ -253,6 +253,300 @@ flowchart TD
---
### 7⃣ **CLI 工具协作模式 - 多模型智能协同**
本项目集成了三种 CLI 工具,支持灵活的串联、并行和混合执行方式:
| 工具 | 核心能力 | 上下文长度 | 适用场景 |
|------|---------|-----------|---------|
| **Gemini** | 深度分析、架构设计、规划 | 超长上下文 | 代码理解、执行流追踪、技术方案评估 |
| **Qwen** | 代码审查、模式识别 | 超长上下文 | Gemini 备选、多维度分析 |
| **Codex** | 精确代码撰写、Bug定位 | 标准上下文 | 功能实现、测试生成、代码重构 |
#### 📋 三种执行模式
**1. 串联执行Serial Execution** - 顺序依赖
适用场景:后续任务依赖前一任务的结果
```bash
# 示例:分析后实现
# Step 1: Gemini 分析架构
使用 gemini 分析认证模块的架构设计,识别关键组件和数据流
# Step 2: Codex 基于分析结果实现
让 codex 根据上述架构分析,实现 JWT 认证中间件
```
**执行流程**
```
Gemini 分析 → 输出架构报告 → Codex 读取报告 → 实现代码
```
---
**2. 并行执行Parallel Execution** - 同时进行
适用场景:多个独立任务,无依赖关系
```bash
# 示例:多维度分析
用 gemini 分析认证模块的安全性,关注 JWT、密码存储、会话管理
用 qwen 分析认证模块的性能瓶颈,识别慢查询和优化点
让 codex 为认证模块生成单元测试,覆盖所有核心功能
```
**执行流程**
```
┌─ Gemini: 安全分析 ─┐
并行 ───┼─ Qwen: 性能分析 ──┼─→ 汇总结果
└─ Codex: 测试生成 ─┘
```
---
**3. 混合执行Hybrid Execution** - 串并结合
适用场景:复杂任务,部分并行、部分串联
```bash
# 示例:完整功能开发
# Phase 1: 并行分析(独立任务)
使用 gemini 分析现有认证系统的架构模式
用 qwen 评估 OAuth2 集成的技术方案
# Phase 2: 串联实现(依赖 Phase 1
让 codex 基于上述分析,实现 OAuth2 认证流程
# Phase 3: 并行优化(独立任务)
用 gemini 审查代码质量和安全性
让 codex 生成集成测试
```
**执行流程**
```
Phase 1: Gemini 分析 ──┐
Qwen 评估 ────┼─→ Phase 2: Codex 实现 ──→ Phase 3: Gemini 审查 ──┐
│ Codex 测试 ──┼─→ 完成
└────────────────────────────────────────────────┘
```
---
#### 🎯 语义调用 vs 命令调用
**方式一:自然语言语义调用**(推荐)
```bash
# 用户只需自然描述Claude Code 自动调用工具
"使用 gemini 分析这个模块的依赖关系"
→ Claude Code 自动生成cd src && gemini -p "分析依赖关系"
"让 codex 实现用户注册功能"
→ Claude Code 自动生成codex -C src/auth --full-auto exec "实现注册"
```
**方式二:直接命令调用**
```bash
# 通过 Slash 命令精准调用
/cli:chat --tool gemini "解释这个算法"
/cli:analyze --tool qwen "分析性能瓶颈"
/cli:execute --tool codex "优化查询性能"
```
---
#### 🔗 CLI 结果作为上下文Memory
CLI 工具的分析结果可以被保存并作为后续操作的上下文memory实现智能化的工作流程
**1. 结果持久化**
```bash
# CLI 执行结果自动保存到会话目录
/cli:chat --tool gemini "分析认证模块架构"
→ 保存到:.workflow/active/WFS-xxx/.chat/chat-[timestamp].md
/cli:analyze --tool qwen "评估性能瓶颈"
→ 保存到:.workflow/active/WFS-xxx/.chat/analyze-[timestamp].md
/cli:execute --tool codex "实现功能"
→ 保存到:.workflow/active/WFS-xxx/.chat/execute-[timestamp].md
```
**2. 结果作为规划依据**
```bash
# Step 1: 分析现状(生成 memory
使用 gemini 深度分析认证系统的架构、安全性和性能问题
→ 输出:详细分析报告(自动保存)
# Step 2: 基于分析结果规划
/workflow:plan "根据上述 Gemini 分析报告重构认证系统"
→ 系统自动读取 .chat/ 中的分析报告作为上下文
→ 生成精准的实施计划
```
**3. 结果作为实现依据**
```bash
# Step 1: 并行分析(生成多个 memory
使用 gemini 分析现有代码结构
用 qwen 评估技术方案可行性
→ 输出:多份分析报告
# Step 2: 基于所有分析结果实现
让 codex 综合上述 Gemini 和 Qwen 的分析,实现最优方案
→ Codex 自动读取前序分析结果
→ 生成符合架构设计的代码
```
**4. 跨会话引用**
```bash
# 引用历史会话的分析结果
/cli:execute --tool codex "参考 WFS-2024-001 中的架构分析,实现新的支付模块"
→ 系统自动加载指定会话的上下文
→ 基于历史分析进行实现
```
**5. Memory 更新循环**
```bash
# 迭代优化流程
使用 gemini 分析当前实现的问题
→ 生成问题报告memory
让 codex 根据问题报告优化代码
→ 实现改进(更新 memory
用 qwen 验证优化效果
→ 验证报告(追加 memory
# 所有结果累积为完整的项目 memory
→ 支持后续决策和实现
```
**Memory 流转示例**
```
┌─────────────────────────────────────────────────────────────┐
│ Phase 1: 分析阶段(生成 Memory
├─────────────────────────────────────────────────────────────┤
│ Gemini 分析 → 架构分析报告 (.chat/analyze-001.md) │
│ Qwen 评估 → 方案评估报告 (.chat/analyze-002.md) │
└─────────────────────┬───────────────────────────────────────┘
│ 作为 Memory 输入
┌─────────────────────────────────────────────────────────────┐
│ Phase 2: 规划阶段(使用 Memory
├─────────────────────────────────────────────────────────────┤
│ /workflow:plan → 读取分析报告 → 生成实施计划 │
│ (.task/IMPL-*.json) │
└─────────────────────┬───────────────────────────────────────┘
│ 作为 Memory 输入
┌─────────────────────────────────────────────────────────────┐
│ Phase 3: 实现阶段(使用 Memory
├─────────────────────────────────────────────────────────────┤
│ Codex 实现 → 读取计划+分析 → 生成代码 │
│ (.chat/execute-001.md) │
└─────────────────────┬───────────────────────────────────────┘
│ 作为 Memory 输入
┌─────────────────────────────────────────────────────────────┐
│ Phase 4: 验证阶段(使用 Memory
├─────────────────────────────────────────────────────────────┤
│ Gemini 审查 → 读取实现代码 → 质量报告 │
│ (.chat/review-001.md) │
└─────────────────────────────────────────────────────────────┘
完整的项目 Memory 库
支持未来所有决策和实现
```
**最佳实践**
1. **保持连续性**:在同一会话中执行相关任务,自动共享 memory
2. **显式引用**:跨会话时明确引用历史分析(如"参考 WFS-xxx 的分析"
3. **增量更新**:每次分析和实现都追加到 memory形成完整的决策链
4. **定期整理**:使用 `/memory:update-related` 将 CLI 结果整合到 CLAUDE.md
5. **质量优先**:高质量的分析 memory 能显著提升后续实现质量
---
#### 🔄 工作流集成示例
**集成到 Lite 工作流**
```bash
# 1. 规划阶段Gemini 分析
/workflow:lite-plan -e "重构支付模块"
→ 三维确认选择 "CLI 工具执行"
# 2. 执行阶段:选择执行方式
# 选项 A: 串联执行
"使用 gemini 分析支付流程""让 codex 重构代码"
# 选项 B: 并行分析 + 串联实现
"用 gemini 分析架构" + "用 qwen 评估方案"
"让 codex 基于分析结果重构"
```
**集成到 Full 工作流**
```bash
# 1. 规划阶段
/workflow:plan "实现分布式缓存"
/workflow:action-plan-verify
# 2. 分析阶段(并行)
使用 gemini 分析现有缓存架构
用 qwen 评估 Redis 集群方案
# 3. 实现阶段(串联)
/workflow:execute # 或使用 CLI
让 codex 实现 Redis 集群集成
# 4. 测试阶段(并行)
/workflow:test-gen WFS-cache
→ 内部使用 gemini 分析 + codex 生成测试
# 5. 审查阶段(串联)
用 gemini 审查代码质量
/workflow:review --type architecture
```
---
#### 💡 最佳实践
**何时使用串联**
- 实现依赖设计方案
- 测试依赖代码实现
- 优化依赖性能分析
**何时使用并行**
- 多维度分析(安全+性能+架构)
- 多模块独立开发
- 同时生成代码和测试
**何时使用混合**
- 复杂功能开发(分析→设计→实现→测试)
- 大规模重构(评估→规划→执行→验证)
- 技术栈迁移(调研→方案→实施→优化)
**工具选择建议**
1. **需要理解代码** → Gemini首选或 Qwen
2. **需要编写代码** → Codex
3. **复杂分析** → Gemini + Qwen 并行(互补验证)
4. **精确实现** → Codex基于 Gemini 分析)
5. **快速原型** → 直接使用 Codex
---
## 🔄 典型场景完整流程
### 场景A新功能开发知道怎么做

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@@ -0,0 +1,713 @@
# 🌳 CCW Workflow Decision Guide
This guide helps you choose the right commands and workflows for the complete software development lifecycle.
---
## 📊 Full Lifecycle Command Selection Flowchart
```mermaid
flowchart TD
Start([Start New Feature/Project]) --> Q1{Know what to build?}
Q1 -->|No| Ideation[💡 Ideation Phase<br>Requirements Exploration]
Q1 -->|Yes| Q2{Know how to build?}
Ideation --> BrainIdea[/ /workflow:brainstorm:auto-parallel<br>Explore product direction and positioning /]
BrainIdea --> Q2
Q2 -->|No| Design[🏗️ Design Exploration<br>Architecture Solution Discovery]
Q2 -->|Yes| Q3{Need UI design?}
Design --> BrainDesign[/ /workflow:brainstorm:auto-parallel<br>Explore technical solutions and architecture /]
BrainDesign --> Q3
Q3 -->|Yes| UIDesign[🎨 UI Design Phase]
Q3 -->|No| Q4{Task complexity?}
UIDesign --> Q3a{Have reference design?}
Q3a -->|Yes| UIImitate[/ /workflow:ui-design:imitate-auto<br>--input reference URL /]
Q3a -->|No| UIExplore[/ /workflow:ui-design:explore-auto<br>--prompt design description /]
UIImitate --> UISync[/ /workflow:ui-design:design-sync<br>Sync design system /]
UIExplore --> UISync
UISync --> Q4
Q4 -->|Simple & Quick| LitePlan[⚡ Lightweight Planning<br>/workflow:lite-plan]
Q4 -->|Complex & Complete| FullPlan[📋 Full Planning<br>/workflow:plan]
LitePlan --> Q5{Need code exploration?}
Q5 -->|Yes| LitePlanE[/ /workflow:lite-plan -e<br>task description /]
Q5 -->|No| LitePlanNormal[/ /workflow:lite-plan<br>task description /]
LitePlanE --> LiteConfirm[Three-Dimensional Confirmation:<br>1⃣ Task Approval<br>2⃣ Execution Method<br>3⃣ Code Review]
LitePlanNormal --> LiteConfirm
LiteConfirm --> Q6{Choose execution method}
Q6 -->|Agent| LiteAgent[/ /workflow:lite-execute<br>Using @code-developer /]
Q6 -->|CLI Tools| LiteCLI[CLI Execution<br>Gemini/Qwen/Codex]
Q6 -->|Plan Only| UserImpl[Manual User Implementation]
FullPlan --> PlanVerify{Verify plan quality?}
PlanVerify -->|Yes| Verify[/ /workflow:action-plan-verify /]
PlanVerify -->|No| Execute
Verify --> Q7{Verification passed?}
Q7 -->|No| FixPlan[Fix plan issues]
Q7 -->|Yes| Execute
FixPlan --> Execute
Execute[🚀 Execution Phase<br>/workflow:execute]
LiteAgent --> TestDecision
LiteCLI --> TestDecision
UserImpl --> TestDecision
Execute --> TestDecision
TestDecision{Need testing?}
TestDecision -->|TDD Mode| TDD[/ /workflow:tdd-plan<br>Test-Driven Development /]
TestDecision -->|Post-Implementation Testing| TestGen[/ /workflow:test-gen<br>Generate tests /]
TestDecision -->|Existing Tests| TestCycle[/ /workflow:test-cycle-execute<br>Test-fix cycle /]
TestDecision -->|No| Review
TDD --> TDDExecute[/ /workflow:execute<br>Red-Green-Refactor /]
TDDExecute --> TDDVerify[/ /workflow:tdd-verify<br>Verify TDD compliance /]
TDDVerify --> Review
TestGen --> TestExecute[/ /workflow:execute<br>Execute test tasks /]
TestExecute --> TestResult{Tests passed?}
TestResult -->|No| TestCycle
TestResult -->|Yes| Review
TestCycle --> TestPass{Pass rate ≥95%?}
TestPass -->|No, continue fixing| TestCycle
TestPass -->|Yes| Review
Review[📝 Review Phase]
Review --> Q8{Need specialized review?}
Q8 -->|Security| SecurityReview[/ /workflow:review<br>--type security /]
Q8 -->|Architecture| ArchReview[/ /workflow:review<br>--type architecture /]
Q8 -->|Quality| QualityReview[/ /workflow:review<br>--type quality /]
Q8 -->|Comprehensive| GeneralReview[/ /workflow:review<br>Comprehensive review /]
Q8 -->|No| Complete
SecurityReview --> Complete
ArchReview --> Complete
QualityReview --> Complete
GeneralReview --> Complete
Complete[✅ Completion Phase<br>/workflow:session:complete]
Complete --> End([Project Complete])
style Start fill:#e1f5ff
style End fill:#c8e6c9
style BrainIdea fill:#fff9c4
style BrainDesign fill:#fff9c4
style UIImitate fill:#f8bbd0
style UIExplore fill:#f8bbd0
style LitePlan fill:#b3e5fc
style FullPlan fill:#b3e5fc
style Execute fill:#c5e1a5
style TDD fill:#ffccbc
style TestGen fill:#ffccbc
style TestCycle fill:#ffccbc
style Review fill:#d1c4e9
style Complete fill:#c8e6c9
```
---
## 🎯 Decision Point Explanations
### 1⃣ **Ideation Phase - "Know what to build?"**
| Situation | Command | Description |
|-----------|---------|-------------|
| ❌ Uncertain about product direction | `/workflow:brainstorm:auto-parallel "Explore XXX domain product opportunities"` | Multi-role analysis with Product Manager, UX Expert, etc. |
| ✅ Clear feature requirements | Skip to design phase | Already know what functionality to build |
**Examples**:
```bash
# Uncertain scenario: Want to build a collaboration tool, but unsure what exactly
/workflow:brainstorm:auto-parallel "Explore team collaboration tool positioning and core features" --count 5
# Certain scenario: Building a real-time document collaboration editor (requirements clear)
# Skip ideation, move to design phase
```
---
### 2⃣ **Design Phase - "Know how to build?"**
| Situation | Command | Description |
|-----------|---------|-------------|
| ❌ Don't know technical approach | `/workflow:brainstorm:auto-parallel "Design XXX system architecture"` | System Architect, Security Expert analyze technical solutions |
| ✅ Clear implementation path | Skip to planning | Already know tech stack, architecture patterns |
**Examples**:
```bash
# Don't know how: Real-time collaboration conflict resolution? Which algorithm?
/workflow:brainstorm:auto-parallel "Design conflict resolution mechanism for real-time collaborative document editing" --count 4
# Know how: Using Operational Transformation + WebSocket + Redis
# Skip design exploration, go directly to planning
/workflow:plan "Implement real-time collaborative editing using OT algorithm, WebSocket communication, Redis storage"
```
---
### 3⃣ **UI Design Phase - "Need UI design?"**
| Situation | Command | Description |
|-----------|---------|-------------|
| 🎨 Have reference design | `/workflow:ui-design:imitate-auto --input "URL"` | Copy from existing design |
| 🎨 Design from scratch | `/workflow:ui-design:explore-auto --prompt "description"` | Generate multiple design variants |
| ⏭️ Backend/No UI | Skip | Pure backend API, CLI tools, etc. |
**Examples**:
```bash
# Have reference: Imitate Google Docs collaboration interface
/workflow:ui-design:imitate-auto --input "https://docs.google.com"
# No reference: Design from scratch
/workflow:ui-design:explore-auto --prompt "Modern minimalist document collaboration editing interface" --style-variants 3
# Sync design to project
/workflow:ui-design:design-sync --session WFS-xxx --selected-prototypes "v1,v2"
```
---
### 4⃣ **Planning Phase - Choose Workflow Type**
| Workflow | Use Case | Characteristics |
|----------|----------|-----------------|
| `/workflow:lite-plan` | Quick tasks, small features | In-memory planning, three-dimensional confirmation, fast execution |
| `/workflow:plan` | Complex projects, team collaboration | Persistent plans, quality gates, complete traceability |
**Lite-Plan Three-Dimensional Confirmation**:
1. **Task Approval**: Confirm / Modify / Cancel
2. **Execution Method**: Agent / Provide Plan / CLI Tools (Gemini/Qwen/Codex)
3. **Code Review**: No / Claude / Gemini / Qwen / Codex
**Examples**:
```bash
# Simple task
/workflow:lite-plan "Add user avatar upload feature"
# Need code exploration
/workflow:lite-plan -e "Refactor authentication module to OAuth2 standard"
# Complex project
/workflow:plan "Implement complete real-time collaborative editing system"
/workflow:action-plan-verify # Verify plan quality
/workflow:execute
```
---
### 5⃣ **Testing Phase - Choose Testing Strategy**
| Strategy | Command | Use Case |
|----------|---------|----------|
| **TDD Mode** | `/workflow:tdd-plan` | Starting from scratch, test-driven development |
| **Post-Implementation Testing** | `/workflow:test-gen` | Code complete, add tests |
| **Test Fixing** | `/workflow:test-cycle-execute` | Existing tests, need to fix failures |
**Examples**:
```bash
# TDD: Write tests first, then implement
/workflow:tdd-plan "User authentication module"
/workflow:execute # Red-Green-Refactor cycle
/workflow:tdd-verify # Verify TDD compliance
# Post-implementation testing: Add tests after code complete
/workflow:test-gen WFS-user-auth-implementation
/workflow:execute
# Test fixing: Existing tests with high failure rate
/workflow:test-cycle-execute --max-iterations 5
# Auto-iterate fixes until pass rate ≥95%
```
---
### 6⃣ **Review Phase - Choose Review Type**
| Type | Command | Focus |
|------|---------|-------|
| **Security Review** | `/workflow:review --type security` | SQL injection, XSS, authentication vulnerabilities |
| **Architecture Review** | `/workflow:review --type architecture` | Design patterns, coupling, scalability |
| **Quality Review** | `/workflow:review --type quality` | Code style, complexity, maintainability |
| **Comprehensive Review** | `/workflow:review` | All-around inspection |
**Examples**:
```bash
# Security-critical system
/workflow:review --type security
# After architecture refactoring
/workflow:review --type architecture
# Daily development
/workflow:review --type quality
```
---
### 7⃣ **CLI Tools Collaboration Mode - Multi-Model Intelligent Coordination**
This project integrates three CLI tools supporting flexible serial, parallel, and hybrid execution:
| Tool | Core Capabilities | Context Length | Use Cases |
|------|------------------|----------------|-----------|
| **Gemini** | Deep analysis, architecture design, planning | Ultra-long context | Code understanding, execution flow tracing, technical solution evaluation |
| **Qwen** | Code review, pattern recognition | Ultra-long context | Gemini alternative, multi-dimensional analysis |
| **Codex** | Precise code writing, bug location | Standard context | Feature implementation, test generation, code refactoring |
#### 📋 Three Execution Modes
**1. Serial Execution** - Sequential dependency
Use case: Subsequent tasks depend on previous results
```bash
# Example: Analyze then implement
# Step 1: Gemini analyzes architecture
Use gemini to analyze the authentication module's architecture design, identify key components and data flow
# Step 2: Codex implements based on analysis
Have codex implement JWT authentication middleware based on the above architecture analysis
```
**Execution flow**:
```
Gemini analysis → Output architecture report → Codex reads report → Implement code
```
---
**2. Parallel Execution** - Concurrent processing
Use case: Multiple independent tasks with no dependencies
```bash
# Example: Multi-dimensional analysis
Use gemini to analyze authentication module security, focus on JWT, password storage, session management
Use qwen to analyze authentication module performance bottlenecks, identify slow queries and optimization points
Have codex generate unit tests for authentication module, covering all core features
```
**Execution flow**:
```
┌─ Gemini: Security analysis ─┐
Parallel ┼─ Qwen: Performance analysis ┼─→ Aggregate results
└─ Codex: Test generation ────┘
```
---
**3. Hybrid Execution** - Combined serial and parallel
Use case: Complex tasks with both parallel and serial phases
```bash
# Example: Complete feature development
# Phase 1: Parallel analysis (independent tasks)
Use gemini to analyze existing authentication system architecture patterns
Use qwen to evaluate OAuth2 integration technical solutions
# Phase 2: Serial implementation (depends on Phase 1)
Have codex implement OAuth2 authentication flow based on above analysis
# Phase 3: Parallel optimization (independent tasks)
Use gemini to review code quality and security
Have codex generate integration tests
```
**Execution flow**:
```
Phase 1: Gemini analysis ──┐
Qwen evaluation ──┼─→ Phase 2: Codex implementation ──→ Phase 3: Gemini review ──┐
│ Codex tests ───┼─→ Complete
└──────────────────────────────────────────────────────────────┘
```
---
#### 🎯 Semantic Invocation vs Command Invocation
**Method 1: Natural Language Semantic Invocation** (Recommended)
```bash
# Users simply describe naturally, Claude Code auto-invokes tools
"Use gemini to analyze this module's dependencies"
→ Claude Code auto-generates: cd src && gemini -p "Analyze dependencies"
"Have codex implement user registration feature"
→ Claude Code auto-generates: codex -C src/auth --full-auto exec "Implement registration"
```
**Method 2: Direct Command Invocation**
```bash
# Precise invocation via Slash commands
/cli:chat --tool gemini "Explain this algorithm"
/cli:analyze --tool qwen "Analyze performance bottlenecks"
/cli:execute --tool codex "Optimize query performance"
```
---
#### 🔗 CLI Results as Context (Memory)
CLI tool analysis results can be saved and used as context (memory) for subsequent operations, enabling intelligent workflows:
**1. Result Persistence**
```bash
# CLI execution results automatically saved to session directory
/cli:chat --tool gemini "Analyze authentication module architecture"
→ Saved to: .workflow/active/WFS-xxx/.chat/chat-[timestamp].md
/cli:analyze --tool qwen "Evaluate performance bottlenecks"
→ Saved to: .workflow/active/WFS-xxx/.chat/analyze-[timestamp].md
/cli:execute --tool codex "Implement feature"
→ Saved to: .workflow/active/WFS-xxx/.chat/execute-[timestamp].md
```
**2. Results as Planning Basis**
```bash
# Step 1: Analyze current state (generate memory)
Use gemini to deeply analyze authentication system architecture, security, and performance issues
→ Output: Detailed analysis report (auto-saved)
# Step 2: Plan based on analysis results
/workflow:plan "Refactor authentication system based on above Gemini analysis report"
→ System automatically reads analysis reports from .chat/ as context
→ Generate precise implementation plan
```
**3. Results as Implementation Basis**
```bash
# Step 1: Parallel analysis (generate multiple memories)
Use gemini to analyze existing code structure
Use qwen to evaluate technical solution feasibility
→ Output: Multiple analysis reports
# Step 2: Implement based on all analysis results
Have codex synthesize above Gemini and Qwen analyses to implement optimal solution
→ Codex automatically reads prior analysis results
→ Generate code conforming to architecture design
```
**4. Cross-Session References**
```bash
# Reference historical session analysis results
/cli:execute --tool codex "Refer to architecture analysis in WFS-2024-001, implement new payment module"
→ System automatically loads specified session context
→ Implement based on historical analysis
```
**5. Memory Update Loop**
```bash
# Iterative optimization flow
Use gemini to analyze problems in current implementation
→ Generate problem report (memory)
Have codex optimize code based on problem report
→ Implement improvements (update memory)
Use qwen to verify optimization effectiveness
→ Verification report (append to memory)
# All results accumulate as complete project memory
→ Support subsequent decisions and implementation
```
**Memory Flow Example**:
```
┌─────────────────────────────────────────────────────────────┐
│ Phase 1: Analysis Phase (Generate Memory) │
├─────────────────────────────────────────────────────────────┤
│ Gemini analysis → Architecture report (.chat/analyze-001.md)│
│ Qwen evaluation → Solution report (.chat/analyze-002.md) │
└─────────────────────┬───────────────────────────────────────┘
│ As Memory Input
┌─────────────────────────────────────────────────────────────┐
│ Phase 2: Planning Phase (Use Memory) │
├─────────────────────────────────────────────────────────────┤
│ /workflow:plan → Read analysis reports → Generate plan │
│ (.task/IMPL-*.json) │
└─────────────────────┬───────────────────────────────────────┘
│ As Memory Input
┌─────────────────────────────────────────────────────────────┐
│ Phase 3: Implementation Phase (Use Memory) │
├─────────────────────────────────────────────────────────────┤
│ Codex implement → Read plan+analysis → Generate code │
│ (.chat/execute-001.md) │
└─────────────────────┬───────────────────────────────────────┘
│ As Memory Input
┌─────────────────────────────────────────────────────────────┐
│ Phase 4: Verification Phase (Use Memory) │
├─────────────────────────────────────────────────────────────┤
│ Gemini review → Read implementation code → Quality report│
│ (.chat/review-001.md) │
└─────────────────────────────────────────────────────────────┘
Complete Project Memory Library
Supporting All Future Decisions and Implementation
```
**Best Practices**:
1. **Maintain Continuity**: Execute related tasks in the same session to automatically share memory
2. **Explicit References**: Explicitly reference historical analyses when crossing sessions (e.g., "Refer to WFS-xxx analysis")
3. **Incremental Updates**: Each analysis and implementation appends to memory, forming complete decision chain
4. **Regular Organization**: Use `/memory:update-related` to consolidate CLI results into CLAUDE.md
5. **Quality First**: High-quality analysis memory significantly improves subsequent implementation quality
---
#### 🔄 Workflow Integration Examples
**Integration with Lite Workflow**:
```bash
# 1. Planning phase: Gemini analysis
/workflow:lite-plan -e "Refactor payment module"
→ Three-dimensional confirmation selects "CLI Tools execution"
# 2. Execution phase: Choose execution method
# Option A: Serial execution
"Use gemini to analyze payment flow""Have codex refactor code"
# Option B: Parallel analysis + Serial implementation
"Use gemini to analyze architecture" + "Use qwen to evaluate solution"
"Have codex refactor based on analysis results"
```
**Integration with Full Workflow**:
```bash
# 1. Planning phase
/workflow:plan "Implement distributed cache"
/workflow:action-plan-verify
# 2. Analysis phase (parallel)
Use gemini to analyze existing cache architecture
Use qwen to evaluate Redis cluster solution
# 3. Implementation phase (serial)
/workflow:execute # Or use CLI
Have codex implement Redis cluster integration
# 4. Testing phase (parallel)
/workflow:test-gen WFS-cache
→ Internally uses gemini analysis + codex test generation
# 5. Review phase (serial)
Use gemini to review code quality
/workflow:review --type architecture
```
---
#### 💡 Best Practices
**When to use serial**:
- Implementation depends on design solution
- Testing depends on code implementation
- Optimization depends on performance analysis
**When to use parallel**:
- Multi-dimensional analysis (security + performance + architecture)
- Multi-module independent development
- Simultaneous code and test generation
**When to use hybrid**:
- Complex feature development (analysis → design → implementation → testing)
- Large-scale refactoring (evaluation → planning → execution → verification)
- Tech stack migration (research → solution → implementation → optimization)
**Tool selection guidelines**:
1. **Need to understand code** → Gemini (preferred) or Qwen
2. **Need to write code** → Codex
3. **Complex analysis** → Gemini + Qwen parallel (complementary verification)
4. **Precise implementation** → Codex (based on Gemini analysis)
5. **Quick prototype** → Direct Codex usage
---
## 🔄 Complete Flow for Typical Scenarios
### Scenario A: New Feature Development (Know How to Build)
```bash
# 1. Planning
/workflow:plan "Add JWT authentication and permission management"
# 2. Verify plan
/workflow:action-plan-verify
# 3. Execute
/workflow:execute
# 4. Testing
/workflow:test-gen WFS-jwt-auth
/workflow:execute
# 5. Review
/workflow:review --type security
# 6. Complete
/workflow:session:complete
```
---
### Scenario B: New Feature Development (Don't Know How to Build)
```bash
# 1. Design exploration
/workflow:brainstorm:auto-parallel "Design distributed cache system architecture" --count 5
# 2. UI design (if needed)
/workflow:ui-design:explore-auto --prompt "Cache management dashboard interface"
/workflow:ui-design:design-sync --session WFS-xxx
# 3. Planning
/workflow:plan
# 4. Verification
/workflow:action-plan-verify
# 5. Execution
/workflow:execute
# 6. TDD testing
/workflow:tdd-plan "Cache system core modules"
/workflow:execute
# 7. Review
/workflow:review --type architecture
/workflow:review --type security
# 8. Complete
/workflow:session:complete
```
---
### Scenario C: Quick Feature Development (Lite Workflow)
```bash
# 1. Lightweight planning (may need code exploration)
/workflow:lite-plan -e "Optimize database query performance"
# 2. Three-dimensional confirmation
# - Confirm task
# - Choose Agent execution
# - Choose Gemini code review
# 3. Auto-execution (called internally by /workflow:lite-execute)
# 4. Complete
```
---
### Scenario D: Bug Fixing
```bash
# 1. Diagnosis
/cli:mode:bug-diagnosis --tool gemini "User login fails with token expired error"
# 2. Quick fix
/workflow:lite-plan "Fix JWT token expiration validation logic"
# 3. Test fix
/workflow:test-cycle-execute
# 4. Complete
```
---
## 🎓 Quick Command Reference
### Choose by Knowledge Level
| Your Situation | Recommended Command |
|----------------|---------------------|
| 💭 Don't know what to build | `/workflow:brainstorm:auto-parallel "Explore product direction"` |
| ❓ Know what, don't know how | `/workflow:brainstorm:auto-parallel "Design technical solution"` |
| ✅ Know what and how | `/workflow:plan "Specific implementation description"` |
| ⚡ Simple, clear small task | `/workflow:lite-plan "Task description"` |
| 🐛 Bug fixing | `/cli:mode:bug-diagnosis` + `/workflow:lite-plan` |
### Choose by Project Phase
| Phase | Command |
|-------|---------|
| 📋 **Requirements Analysis** | `/workflow:brainstorm:auto-parallel` |
| 🏗️ **Architecture Design** | `/workflow:brainstorm:auto-parallel` |
| 🎨 **UI Design** | `/workflow:ui-design:explore-auto` / `imitate-auto` |
| 📝 **Implementation Planning** | `/workflow:plan` / `/workflow:lite-plan` |
| 🚀 **Coding Implementation** | `/workflow:execute` / `/workflow:lite-execute` |
| 🧪 **Testing** | `/workflow:tdd-plan` / `/workflow:test-gen` |
| 🔧 **Test Fixing** | `/workflow:test-cycle-execute` |
| 📖 **Code Review** | `/workflow:review` |
| ✅ **Project Completion** | `/workflow:session:complete` |
### Choose by Work Mode
| Mode | Workflow | Use Case |
|------|----------|----------|
| **🚀 Agile & Fast** | Lite Workflow | Personal dev, rapid iteration, prototype validation |
| **📋 Standard & Complete** | Full Workflow | Team collaboration, enterprise projects, long-term maintenance |
| **🧪 Quality-First** | TDD Workflow | Core modules, critical features, high reliability requirements |
| **🎨 Design-Driven** | UI-Design Workflow | Frontend projects, user interfaces, design systems |
---
## 💡 Expert Advice
### ✅ Best Practices
1. **Use brainstorming when uncertain**: Better to spend 10 minutes exploring solutions than blindly implementing and rewriting
2. **Use Full workflow for complex projects**: Persistent plans facilitate team collaboration and long-term maintenance
3. **Use Lite workflow for small tasks**: Complete quickly, reduce overhead
4. **Use TDD for critical modules**: Test-driven development ensures quality
5. **Regularly update memory**: `/memory:update-related` keeps context accurate
### ❌ Common Pitfalls
1. **Blindly skipping brainstorming**: Not exploring unfamiliar technical domains leads to rework
2. **Overusing brainstorming**: Brainstorming even simple features wastes time
3. **Ignoring plan verification**: Not running `/workflow:action-plan-verify` causes execution issues
4. **Ignoring testing**: Not generating tests, code quality cannot be guaranteed
5. **Not completing sessions**: Not running `/workflow:session:complete` causes session state confusion
---
## 🔗 Related Documentation
- [Getting Started Guide](GETTING_STARTED.md) - Quick start tutorial
- [Command Reference](COMMAND_REFERENCE.md) - Complete command list
- [Architecture Overview](ARCHITECTURE.md) - System architecture explanation
- [Examples](EXAMPLES.md) - Real-world scenario examples
- [FAQ](FAQ.md) - Frequently asked questions
---
**Last Updated**: 2025-11-20
**Version**: 5.8.1