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454 lines
13 KiB
Plaintext
454 lines
13 KiB
Plaintext
---
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title: Level 2 - Rapid Workflows
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description: Lightweight planning and bug diagnosis workflows for single-module features
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sidebar_position: 3
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---
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import Mermaid from '@theme/Mermaid';
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# Level 2: Rapid Workflows
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**Complexity**: Low-Medium | **Artifacts**: Memory/Lightweight files | **State**: Session-scoped
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Level 2 workflows provide lightweight planning or single analysis with fast iteration. They're designed for tasks with relatively clear requirements that don't need full session persistence.
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## Overview
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<Mermaid
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chart={`
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flowchart TD
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Start([User Input]) --> Select{Select Workflow}
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Select -->|Clear<br/>requirements| LP[lite-plan]
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Select -->|Bug fix| LF[lite-fix]
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Select -->|Multi-CLI<br/>needed| MCP[multi-cli-plan]
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LP --> LE[lite-execute]
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LF --> LE
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MCP --> LE
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LE --> Test{Tests?}
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Test -->|Yes| TFG[test-fix-gen]
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Test -->|No| Done([Complete])
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TFG --> TCE[test-cycle-execute]
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TCE --> Done
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classDef startend fill:#c8e6c9,stroke:#388e3c
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classDef workflow fill:#e3f2fd,stroke:#1976d2
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classDef decision fill:#fff9c4,stroke:#f57c00
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classDef execute fill:#c5e1a5,stroke:#388e3c
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class Start,Done startend,Select,Test decision,LP,LF,MCP workflow,LE execute,TFG,TCE execute
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`}
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/>
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## Included Workflows
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| Workflow | Purpose | Artifacts | Execution |
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|----------|---------|-----------|-----------|
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| `lite-plan` | Clear requirement development | memory://plan | -> `lite-execute` |
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| `lite-fix` | Bug diagnosis and fix | `.workflow/.lite-fix/` | -> `lite-execute` |
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| `multi-cli-plan` | Multi-perspective tasks | `.workflow/.multi-cli-plan/` | -> `lite-execute` |
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### Common Characteristics
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| Property | Value |
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|----------|-------|
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| **Complexity** | Low-Medium |
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| **State** | Session-scoped / Lightweight persistence |
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| **Execution** | Unified via `lite-execute` |
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| **Use Case** | Relatively clear requirements |
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---
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## Workflow 1: lite-plan -> lite-execute
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**In-memory planning + Direct execution**
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### Command
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```bash
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/workflow:lite-plan "Add user authentication API"
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/workflow:lite-execute
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```
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### Flow Diagram
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<Mermaid
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chart={`
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flowchart TD
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A([Start]) --> B[Phase 1: Code Exploration]
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B --> C{Code<br/>Exploration?}
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C -->|Yes| D[cli-explore-agent<br/>Multi-angle analysis]
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C -->|No| E[Skip exploration]
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D --> F[Phase 2: Complexity Assessment]
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E --> F
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F --> G{Complexity}
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G -->|Low| H[Direct Claude<br/>Planning]
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G -->|Medium| H
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G -->|High| I[cli-lite-planning<br/>-agent]
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H --> J[Phase 3: Planning]
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I --> J
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J --> K[Phase 4: Confirmation]
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K --> L{Confirm?}
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L -->|Modify| M[Adjust plan]
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M --> K
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L -->|Allow| N[Phase 5: Execute]
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L -->|Cancel| O([Abort])
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N --> P[Build executionContext]
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P --> Q[/workflow:lite-execute]
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Q --> R([Complete])
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classDef startend fill:#c8e6c9,stroke:#388e3c
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classDef action fill:#e3f2fd,stroke:#1976d2
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classDef decision fill:#fff9c4,stroke:#f57c00
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classDef agent fill:#ffecb3,stroke:#ffa000
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class A,R,O startend,B,D,E,J,M,P,Q action,C,G,L decision,F,H,I agent
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`}
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/>
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### Process Phases
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**Phase 1: Code Exploration** (Optional)
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```bash
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# If -e flag specified
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/workflow:lite-plan -e "Add user authentication API"
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```
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- Multi-angle code analysis via cli-explore-agent
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- Identifies patterns, dependencies, integration points
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**Phase 2: Complexity Assessment**
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- Low: Direct planning without agent
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- Medium/High: Use cli-lite-planning-agent
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**Phase 3: Planning**
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- Load plan schema: `~/.claude/workflows/cli-templates/schemas/plan-json-schema.json`
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- Generate plan.json following schema
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**Phase 4: Confirmation & Selection**
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- Display plan summary (tasks, complexity, estimated time)
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- Ask user selections:
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- Confirm: Allow / Modify / Cancel
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- Execution: Agent / Codex / Auto
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- Review: Gemini / Agent / Skip
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**Phase 5: Execute**
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- Build executionContext (plan + explorations + clarifications + selections)
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- Execute via `/workflow:lite-execute --in-memory`
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### Artifacts
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- **In-memory**: `memory://plan` (not persisted)
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- **Optional**: `.workflow/.lite-exploration/` (if code exploration used)
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### Use Case
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Clear single-module features
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**Example**:
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```bash
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/workflow:lite-plan "Add email validation to user registration form"
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/workflow:lite-execute
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```
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---
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## Workflow 2: lite-fix
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**Intelligent diagnosis + Fix (5 phases)**
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### Command
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```bash
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/workflow:lite-fix "Login timeout after 30 seconds"
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/workflow:lite-execute --in-memory --mode bugfix
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# Emergency hotfix mode
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/workflow:lite-fix --hotfix "Production database connection failing"
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```
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### Flow Diagram
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<Mermaid
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chart={`
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flowchart TD
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A([Start]) --> B[Phase 1: Bug Analysis<br/>& Diagnosis]
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B --> C[Severity Pre-assessment<br/>Low/Medium/High/Critical]
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C --> D[Parallel cli-explore<br/>-agent Diagnosis<br/>1-4 angles]
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D --> E[Phase 2: Clarification]
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E --> F{More info<br/>needed?}
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F -->|Yes| G[AskUserQuestion<br/>Aggregate clarifications]
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F -->|No| H[Phase 3: Fix Planning]
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G --> H
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H --> I{Severity}
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I -->|Low/Medium| J[Direct Claude<br/>Planning]
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I -->|High/Critical| K[cli-lite-planning<br/>-agent]
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J --> L[Phase 4: Confirmation]
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K --> L
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L --> M[User confirms<br/>execution method]
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M --> N[Phase 5: Execute]
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N --> O[/workflow:lite-execute<br/>--in-memory --mode bugfix/]
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O --> P([Complete])
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Q[Hotfix Mode] --> R[Skip diagnosis<br/>Minimal planning]
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R --> N
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classDef startend fill:#c8e6c9,stroke:#388e3c
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classDef action fill:#e3f2fd,stroke:#1976d2
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classDef decision fill:#fff9c4,stroke:#f57c00
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classDef agent fill:#ffecb3,stroke:#ffa000
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classDef hotfix fill:#ffccbc,stroke:#bf360c
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class A,P startend,B,E,G,H,L,M,N,O action,F,I decision,C,D,J,K agent,Q,R hotfix
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`}
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/>
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### Process Phases
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**Phase 1: Bug Analysis & Diagnosis**
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- Intelligent severity pre-assessment (Low/Medium/High/Critical)
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- Parallel cli-explore-agent diagnosis (1-4 angles)
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**Phase 2: Clarification** (Optional)
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- Aggregate clarification needs
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- AskUserQuestion for missing info
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**Phase 3: Fix Planning**
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- Low/Medium severity -> Direct Claude planning
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- High/Critical severity -> cli-lite-planning-agent
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**Phase 4: Confirmation & Selection**
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- Display fix-plan summary
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- User confirms execution method
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**Phase 5: Execute**
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- Execute via `/workflow:lite-execute --in-memory --mode bugfix`
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### Artifacts
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**Location**: `.workflow/.lite-fix/{bug-slug}-{YYYY-MM-DD}/`
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```
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.workflow/.lite-fix/
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└── login-timeout-fix-2025-02-03/
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├── diagnosis-root-cause.json
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├── diagnosis-impact.json
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├── diagnosis-code-flow.json
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├── diagnosis-similar.json
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├── diagnoses-manifest.json
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├── fix-plan.json
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└── README.md
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```
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### Severity Levels
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| Severity | Description | Planning Method |
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|----------|-------------|-----------------|
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| **Low** | Simple fix, clear root cause | Direct Claude (optional rationale) |
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| **Medium** | Moderate complexity, some investigation | Direct Claude (with rationale) |
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| **High** | Complex, multiple components affected | cli-lite-planning-agent (full schema) |
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| **Critical** | Production incident, urgent | cli-lite-planning-agent + hotfix mode |
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### Hotfix Mode
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```bash
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/workflow:lite-fix --hotfix "Production API returning 500 errors"
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```
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**Characteristics**:
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- Skip most diagnosis phases
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- Minimal planning (direct execution)
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- Auto-generate follow-up tasks for complete fix + post-mortem
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### Use Cases
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- Bug diagnosis
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- Production emergencies
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- Root cause analysis
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---
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## Workflow 3: multi-cli-plan -> lite-execute
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**Multi-CLI collaborative analysis + Consensus convergence**
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### Command
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```bash
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/workflow:multi-cli-plan "Compare Redis vs Memcached for caching"
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/workflow:lite-execute
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```
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### Flow Diagram
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<Mermaid
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chart={`
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flowchart TD
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A([Start]) --> B[Phase 1: Context Gathering]
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B --> C[ACE semantic search<br/>Build context package]
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C --> D[Phase 2: Multi-CLI Discussion<br/>Iterative]
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D --> E[cli-discuss-agent]
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E --> F[Gemini + Codex + Claude]
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F --> G{Converged?}
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G -->|No| H[Cross-verification<br/>Synthesize solutions]
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H --> D
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G -->|Yes| I[Phase 3: Present Options]
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I --> J[Display solutions<br/>with trade-offs]
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J --> K[Phase 4: User Decision]
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K --> L[User selects solution]
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L --> M[Phase 5: Plan Generation]
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M --> N[cli-lite-planning<br/>-agent]
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N --> O[-> lite-execute]
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O --> P([Complete])
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classDef startend fill:#c8e6c9,stroke:#388e3c
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classDef action fill:#e3f2fd,stroke:#1976d2
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classDef decision fill:#fff9c4,stroke:#f57c00
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classDef agent fill:#ffecb3,stroke:#ffa000
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class A,P startend,B,C,E,H,J,L,M,O action,G,K decision,F,N agent
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`}
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/>
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### Process Phases
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**Phase 1: Context Gathering**
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- ACE semantic search
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- Build context package
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**Phase 2: Multi-CLI Discussion** (Iterative)
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- cli-discuss-agent executes Gemini + Codex + Claude
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- Cross-verification, synthesize solutions
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- Loop until convergence or max rounds
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**Phase 3: Present Options**
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- Display solutions with trade-offs
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**Phase 4: User Decision**
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- User selects solution
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**Phase 5: Plan Generation**
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- cli-lite-planning-agent generates plan
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- -> lite-execute
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### Artifacts
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**Location**: `.workflow/.multi-cli-plan/{MCP-task-slug-date}/`
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```
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.workflow/.multi-cli-plan/
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└── redis-vs-memcached-2025-02-03/
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├── context-package.json
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├── rounds/
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│ ├── round-1/
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│ │ ├── gemini-analysis.md
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│ │ ├── codex-analysis.md
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│ │ ├── claude-analysis.md
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│ │ └── synthesis.json
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│ ├── round-2/
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│ └── ...
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├── selected-solution.json
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├── IMPL_PLAN.md
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└── plan.json
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```
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### vs lite-plan Comparison
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| Aspect | multi-cli-plan | lite-plan |
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|--------|---------------|-----------|
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| **Context** | ACE semantic search | Manual file patterns |
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| **Analysis** | Multi-CLI cross-verification | Single planning |
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| **Iteration** | Multiple rounds until convergence | Single round |
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| **Confidence** | High (consensus-driven) | Medium (single perspective) |
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| **Time** | Longer (multi-round) | Faster |
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### Use Cases
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- Multi-perspective analysis
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- Technology selection
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- Solution comparison
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- Architecture decisions
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---
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## Level 2 Comparison Table
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| Aspect | lite-plan | lite-fix | multi-cli-plan |
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|--------|-----------|----------|----------------|
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| **Purpose** | Clear requirements | Bug diagnosis | Multi-perspective |
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| **Planning** | In-memory | Severity-based | Consensus-driven |
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| **Artifacts** | memory://plan | .lite-fix/ | .multi-cli-plan/ |
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| **Code Exploration** | Optional (-e flag) | Built-in diagnosis | ACE search |
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| **Multi-CLI** | No | No | Yes (Gemini/Codex/Claude) |
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| **Best For** | Single-module features | Bug fixes | Technology decisions |
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## Execution: lite-execute
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All Level 2 workflows execute via `lite-execute`:
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```bash
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/workflow:lite-execute --in-memory
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```
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### Execution Flow
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<Mermaid
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chart={`
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flowchart TD
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A([Start]) --> B[Initialize tracking<br/>previousExecutionResults]
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B --> C[Task grouping<br/>& batch creation]
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C --> D[Extract explicit<br/>depends_on]
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D --> E[Group: independent<br/>tasks -> parallel batch]
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E --> F[Group: dependent<br/>tasks -> sequential phases]
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F --> G[Create TodoWrite<br/>list for batches]
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G --> H[Launch execution]
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H --> I[Phase 1: All independent<br/>tasks - Single batch]
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I --> J[Phase 2+: Dependent tasks<br/>by dependency order]
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J --> K[Track progress<br/>TodoWrite updates]
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K --> L{Code review?}
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L -->|Yes| M[Review process]
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L -->|No| N([Complete])
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M --> N
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classDef startend fill:#c8e6c9,stroke:#388e3c
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classDef action fill:#e3f2fd,stroke:#1976d2
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classDef decision fill:#fff9c4,stroke:#f57c00
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class A,N startend,B,D,E,F,G,I,J,K,M action,C,L decision
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`}
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/>
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### Features
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- **Parallel execution** for independent tasks
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- **Sequential phases** for dependent tasks
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- **Progress tracking** via TodoWrite
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- **Optional code review**
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## Related Workflows
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- [Level 1: Ultra-Lightweight](./level-1-ultra-lightweight.mdx) - Simpler workflow
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- [Level 3: Standard](./level-3-standard.mdx) - Full session management
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- [Level 4: Brainstorm](./level-4-brainstorm.mdx) - Multi-role exploration
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- [FAQ](./faq.mdx) - Common questions
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