done
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@@ -0,0 +1,634 @@
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---
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description: Execute phased implementation with validation gates
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argument-hint: "<feature-slug> [--phase N] [--validate-only]"
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---
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## User Input
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```text
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$ARGUMENTS
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```
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You **MUST** parse the user input to extract the feature slug (the folder name in `rpi/`).
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## Purpose
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This command executes phased implementation of features based on planning documentation. It orchestrates specialized agents, enforces validation gates, and ensures constitutional compliance throughout implementation.
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**Prerequisites**:
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- Feature folder exists at `rpi/{feature-slug}/`
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- Planning completed (`rpi/{feature-slug}/plan/PLAN.md` exists)
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**Output Location**: `rpi/{feature-slug}/implement/`
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**This is Step 4 of the RPI Workflow** (final step - actual implementation).
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## Flags
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- `--phase N`: Execute specific phase number (1-8), if omitted starts from phase 1
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- `--validate-only`: Only validate current phase, don't implement
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- `--skip-validation`: Skip validation gate and proceed (use with caution)
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## Available Agents
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All agents use **Opus model** for maximum quality.
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### Implementation Agent
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| Agent | Type | When to Use |
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|-------|------|-------------|
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| `senior-software-engineer` | Custom | All implementation tasks |
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### Support Agents
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| Agent | Type | Purpose |
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|-------|------|---------|
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| `Explore` | Built-in | Pre-implementation code exploration |
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| `code-reviewer` | Custom | Code review and quality validation |
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| `constitutional-validator` | Custom | Validate against project constitution |
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| `documentation-analyst-writer` | Built-in | Documentation generation |
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### Agent Routing
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All implementation tasks are handled by the `senior-software-engineer` agent.
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---
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## Phase 0: Load Context and Rules
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**Prerequisites**: Feature slug parsed from user input
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**Process**:
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### 0.1 Load Project Constitution
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1. Check for a constitution or principles document in the repository
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2. If exists, extract:
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- Technical constraints (type safety, testing, component isolation)
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- Business principles (quality standards, workflow)
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- Architectural boundaries
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3. Store constraints for enforcement during implementation
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### 0.2 Load Domain-Specific Guidelines
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Based on files to be modified, load relevant project guidelines:
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- Check for component-specific README files
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- Check for coding style guides
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- Check for testing requirements documentation
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### 0.3 Analyze Implementation Scope
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1. Read `rpi/{feature-slug}/plan/PLAN.md`
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2. Identify all files to be modified
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3. Map files to implementation agent
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**Outputs**:
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- Constitutional context summary
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- Domain rules loaded
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- File-to-agent mapping
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- Phase execution plan
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**Validation**:
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- [ ] Constitution loaded (if exists)
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- [ ] Domain rules loaded for affected files
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- [ ] All files mapped to agents
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- [ ] Execution plan understood
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---
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## Phased Implementation Workflow
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### Phase Implementation Loop
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For each phase in PLAN.md:
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```
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┌─────────────────────────────────────────────────────────────────┐
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│ Phase N: [Phase Name] │
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├─────────────────────────────────────────────────────────────────┤
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│ │
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│ 1. Code Discovery (Explore Agent) │
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│ └─→ Understand existing code before changing it │
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│ │
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│ 2. Implementation (senior-software-engineer) │
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│ └─→ Implement phase deliverables │
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│ │
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│ 3. Self-Validation │
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│ └─→ Engineer validates against phase checklist │
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│ │
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│ 4. Code Review (code-reviewer Agent) │
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│ └─→ Security, correctness, maintainability │
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│ │
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│ 5. User Validation Gate │
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│ └─→ STOP and request user approval │
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│ ├─→ PASS: Proceed to next phase │
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│ ├─→ CONDITIONAL PASS: Note issues, proceed │
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│ └─→ FAIL: Fix issues, re-validate │
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│ │
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│ 6. Documentation Update │
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│ └─→ Update phase status in PLAN.md │
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│ │
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└─────────────────────────────────────────────────────────────────┘
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```
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---
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## Step 1: Code Discovery (Per Phase)
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**Agent**: Explore (Built-in, via Task tool)
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**Purpose**: Ground implementation in code reality before making changes.
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**Process**:
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1. Launch Explore agent via Task tool with `subagent_type="Explore"`
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2. Request analysis of files affected by current phase
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3. Understand existing patterns, integration points, constraints
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**Explore Agent Prompt**:
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```
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Analyze the codebase to prepare for implementing Phase N of [feature-name].
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Files to be modified in this phase:
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[List files from PLAN.md]
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Investigate and document:
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1. **Current Implementation**
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- How do these files currently work?
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- What patterns are used?
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- What functions/classes will be affected?
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2. **Integration Points**
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- What other files import or use these modules?
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- What APIs or interfaces will change?
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- What tests cover this code?
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3. **Dependencies**
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- What libraries are used?
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- What internal utilities are available?
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- What constraints exist from current code?
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4. **Patterns to Follow**
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- What coding style is used in these files?
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- What naming conventions are followed?
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- What error handling patterns exist?
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5. **Risks and Considerations**
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- What could break if we change this?
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- What edge cases exist?
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- What backward compatibility concerns?
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Provide a discovery summary to inform implementation.
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```
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**Output**: Discovery summary for implementation agent
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---
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## Step 2: Implementation (Per Phase)
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**Agent**: senior-software-engineer
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**Process**:
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1. Use senior-software-engineer agent
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2. Provide discovery context from Step 1
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3. Implement all deliverables for the phase
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4. Follow constitutional constraints and project rules
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**Implementation Agent Prompt Template**:
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```
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Acting as the [agent-name] agent, implement Phase N deliverables for [feature-name].
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## Context
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- Constitutional Constraints: [from Phase 0]
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- Domain Rules: [from Phase 0]
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- Discovery Summary: [from Step 1]
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## Phase N Deliverables
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[List from PLAN.md]
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## Files to Modify
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[List files with specific changes from PLAN.md]
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## Implementation Requirements
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1. Follow existing code patterns identified in discovery
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2. Honor constitutional constraints (type safety, testing, etc.)
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3. Follow project-specific rules (if applicable)
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4. Write tests for new functionality
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5. Include appropriate logging
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6. Handle errors gracefully
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## Quality Checklist
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- [ ] Code follows existing patterns
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- [ ] Type annotations present where applicable
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- [ ] Tests written and passing
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- [ ] No breaking changes to existing functionality
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- [ ] Logging added for observability
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- [ ] Error handling comprehensive
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Implement all deliverables and report what was done.
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```
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---
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## Step 3: Self-Validation
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**Agent**: senior-software-engineer (same as Step 2)
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**Process**:
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1. Agent validates implementation against phase checklist
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2. Run linting (use project's configured linter)
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3. Run tests relevant to changes
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4. Verify build succeeds
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**Validation Commands** (adjust to your project):
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```bash
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# Run linter
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[your-linter-command]
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# Run tests
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[your-test-command]
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# Build/compile
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[your-build-command]
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```
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**Self-Validation Checklist**:
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- [ ] All deliverables implemented
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- [ ] Linting passes
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- [ ] Tests pass
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- [ ] Build succeeds
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- [ ] No regressions in existing tests
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- [ ] Constitutional constraints honored
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- [ ] Domain rules followed
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---
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## Step 4: Code Review
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**Agent**: code-reviewer (Custom, auto-invoked)
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**Process**:
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1. Invoke code-reviewer agent to review changes
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2. Focus on correctness, security, maintainability
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3. Address blockers before proceeding
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**Code Review Agent Prompt**:
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```
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Acting as the code-reviewer agent, review the Phase N implementation for [feature-name].
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## Files Changed
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[List modified files]
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## Changes Made
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[Summary of implementation]
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## Review Focus
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- Correctness & tests
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- Security & dependency hygiene
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- Architectural boundaries
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- Clarity over cleverness
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## Constitutional Constraints
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[From Phase 0]
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Provide review using standard output format.
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```
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**Review Verdicts**:
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||||
- **APPROVED**: Proceed to user validation
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- **APPROVED WITH SUGGESTIONS**: Note suggestions, proceed
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- **NEEDS REVISION**: Fix issues, re-review
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---
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## Step 5: User Validation Gate
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**CRITICAL**: This step REQUIRES user interaction. DO NOT proceed automatically.
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**Process**:
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1. Present phase deliverables checklist
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2. Show what was implemented (files changed, features added)
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3. Present validation criteria from PLAN.md
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4. Show code review results
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||||
5. **STOP and wait for user decision**
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|
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**Validation Request Format**:
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```
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## Phase N Validation Request
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||||
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||||
### Deliverables Completed
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- [x] [Deliverable 1] - [implementation summary]
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- [x] [Deliverable 2] - [implementation summary]
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- ...
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### Files Changed
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||||
| File | Change Type | Lines |
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|------|-------------|-------|
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| [file] | [add/modify] | [±N] |
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|
||||
### Tests
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- [x] Unit tests: PASS
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||||
- [x] Integration tests: PASS
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- [x] Build: SUCCESS
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### Code Review
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- Verdict: [APPROVED / APPROVED WITH SUGGESTIONS]
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- Issues: [None / List]
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|
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### Validation Criteria (from PLAN.md)
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- [ ] [Criterion 1]
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||||
- [ ] [Criterion 2]
|
||||
- ...
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||||
---
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||||
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||||
**Please validate Phase N:**
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- **PASS**: Phase complete, proceed to Phase N+1
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- **CONDITIONAL PASS**: Note issues below, proceed with caution
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- **FAIL**: Specify issues to fix before proceeding
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```
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**User Decisions**:
|
||||
- **PASS**: Proceed to next phase
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||||
- **CONDITIONAL PASS**: Document issues, proceed to next phase
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- **FAIL**: Fix issues, re-run Steps 2-5
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||||
---
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||||
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||||
## Step 6: Documentation Update
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||||
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||||
**Process**:
|
||||
1. Update `rpi/{feature-slug}/plan/PLAN.md` with phase status
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||||
2. Update `rpi/{feature-slug}/implement/IMPLEMENT.md` with validation results
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||||
3. Append each phase's validation to IMPLEMENT.md
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||||
|
||||
### Phase Status Tracking
|
||||
|
||||
Update checkboxes in PLAN.md:
|
||||
```markdown
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- [ ] Phase N: Not Started
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||||
- [~] Phase N: In Progress
|
||||
- [x] Phase N: Validated (PASS)
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||||
- [!] Phase N: Conditional Pass (with notes)
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||||
- [-] Phase N: Failed Validation (needs rework)
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||||
```
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### IMPLEMENT.md Template
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||||
|
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```markdown
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# Implementation Record
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||||
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**Feature**: [feature-slug]
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||||
**Started**: [Date]
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||||
**Status**: [IN_PROGRESS / COMPLETED]
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||||
|
||||
---
|
||||
|
||||
## Phase 1: [Phase Name]
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||||
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||||
**Date**: [Date]
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||||
**Verdict**: [PASS / CONDITIONAL PASS / FAIL]
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||||
|
||||
### Deliverables
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||||
- [x] [Deliverable 1]
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||||
- [x] [Deliverable 2]
|
||||
|
||||
### Files Changed
|
||||
[List with line counts]
|
||||
|
||||
### Test Results
|
||||
[Test output summary]
|
||||
|
||||
### Code Review
|
||||
[Review verdict and notes]
|
||||
|
||||
### Notes
|
||||
[Any additional notes]
|
||||
|
||||
---
|
||||
|
||||
## Phase 2: [Phase Name]
|
||||
[Same structure as Phase 1...]
|
||||
|
||||
---
|
||||
|
||||
## Summary
|
||||
|
||||
**Phases Completed**: [N] of [N]
|
||||
**Final Status**: [COMPLETED / IN_PROGRESS]
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## Error Handling
|
||||
|
||||
### Implementation Failures
|
||||
|
||||
**If implementation fails**:
|
||||
1. Document the specific failure
|
||||
2. Analyze root cause
|
||||
3. Try alternative approach (max 2 attempts)
|
||||
4. If still failing, STOP and ask user for guidance
|
||||
5. Do NOT proceed to next phase with broken implementation
|
||||
|
||||
**Message**: "Implementation failed: [error]. Attempted [N] approaches. User guidance needed."
|
||||
|
||||
### Test Failures
|
||||
|
||||
**If tests fail**:
|
||||
1. Analyze failure cause (code bug vs test bug)
|
||||
2. Fix the issue
|
||||
3. Re-run tests
|
||||
4. If persistent, document and ask user
|
||||
5. Do NOT mark phase complete with failing tests
|
||||
|
||||
**Message**: "Tests failing: [failures]. Fix attempted but unsuccessful. User review needed."
|
||||
|
||||
### Build Failures
|
||||
|
||||
**If build fails**:
|
||||
1. Check for type errors
|
||||
2. Check for missing imports
|
||||
3. Check for syntax errors
|
||||
4. Fix and rebuild
|
||||
5. If persistent, escalate to user
|
||||
|
||||
**Message**: "Build failing: [error]. Unable to resolve automatically."
|
||||
|
||||
### Agent Failures
|
||||
|
||||
**If agent fails or times out**:
|
||||
1. Retry once with same inputs
|
||||
2. If still failing, proceed without that agent's contribution
|
||||
3. Document gap in validation request
|
||||
|
||||
**Message**: "Agent [name] failed. Proceeding without contribution."
|
||||
|
||||
---
|
||||
|
||||
## Completion Report
|
||||
|
||||
On successful completion of all phases:
|
||||
|
||||
```markdown
|
||||
## Implementation Complete
|
||||
|
||||
### Feature Summary
|
||||
- **Feature**: [feature-name]
|
||||
- **Phases Completed**: [N] of [N]
|
||||
|
||||
### Phases Executed
|
||||
| Phase | Status | Notes |
|
||||
|-------|--------|-------|
|
||||
| Phase 1 | PASS | [summary] |
|
||||
| Phase 2 | PASS | [summary] |
|
||||
| ... | ... | ... |
|
||||
|
||||
### Files Modified
|
||||
| File | Change Type | Lines |
|
||||
|------|-------------|-------|
|
||||
| [file] | [type] | [±N] |
|
||||
|
||||
### Tests Added
|
||||
- [test files]
|
||||
|
||||
### Code Review Summary
|
||||
- Blockers Fixed: [N]
|
||||
- Suggestions Addressed: [N]
|
||||
|
||||
### Constitutional Compliance
|
||||
- [ ] Type safety maintained
|
||||
- [ ] Tests written
|
||||
- [ ] Component isolation respected
|
||||
- [ ] No breaking changes
|
||||
|
||||
### Artifacts Created
|
||||
- `rpi/{feature-slug}/plan/PLAN.md` (updated with phase status)
|
||||
- `rpi/{feature-slug}/implement/IMPLEMENT.md` (all phase validations)
|
||||
|
||||
### Next Steps
|
||||
1. Create PR with changes
|
||||
2. Request final human review
|
||||
3. Deploy to staging
|
||||
4. Verify in staging environment
|
||||
5. Deploy to production
|
||||
|
||||
### PR Notes
|
||||
|
||||
**Title**: [{feature-slug}] [Brief description]
|
||||
|
||||
**Summary**:
|
||||
[What was implemented]
|
||||
|
||||
**Changes**:
|
||||
- [List key changes]
|
||||
|
||||
**Testing**:
|
||||
- [How tested]
|
||||
|
||||
**Rollout**:
|
||||
- [Deployment steps]
|
||||
|
||||
**Rollback**:
|
||||
- [Rollback procedure if issues]
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## Quality Gates
|
||||
|
||||
### Per-Phase Quality Gate
|
||||
|
||||
Before marking any phase complete:
|
||||
|
||||
- [ ] All deliverables implemented
|
||||
- [ ] Linting passes
|
||||
- [ ] Tests pass
|
||||
- [ ] Build succeeds
|
||||
- [ ] Code review passed
|
||||
- [ ] User validation received
|
||||
- [ ] Documentation updated
|
||||
|
||||
### Final Quality Gate
|
||||
|
||||
Before marking implementation complete:
|
||||
|
||||
- [ ] All phases validated
|
||||
- [ ] No failing tests
|
||||
- [ ] Build succeeds in full
|
||||
- [ ] Constitutional compliance verified
|
||||
- [ ] Domain rules followed
|
||||
- [ ] PR notes generated
|
||||
|
||||
---
|
||||
|
||||
## Notes
|
||||
|
||||
### When to Use This Command
|
||||
|
||||
- After `/rpi:plan` generates PLAN.md
|
||||
- When phased implementation with validation gates is needed
|
||||
- For features requiring structured implementation
|
||||
|
||||
### When NOT to Use This Command
|
||||
|
||||
- Bug fixes (too heavy, just fix directly)
|
||||
- Very simple changes (<30 minutes work)
|
||||
- Exploratory prototyping
|
||||
- Documentation-only changes
|
||||
|
||||
### Best Practices
|
||||
|
||||
1. **Review PLAN.md first**: Understand what you're implementing
|
||||
2. **Trust code discovery**: Let Explore agent inform implementation
|
||||
3. **Follow existing patterns**: Let code discovery inform implementation
|
||||
4. **Don't skip validation**: Gates exist to catch issues early
|
||||
5. **Document as you go**: Update status after each phase
|
||||
6. **Ask when stuck**: Better to ask than to proceed incorrectly
|
||||
|
||||
### Part of RPI Workflow
|
||||
|
||||
Step 4 of 4 (Describe → Research → Plan → **Implement**)
|
||||
|
||||
---
|
||||
|
||||
## Command Examples
|
||||
|
||||
### Execute all phases
|
||||
|
||||
```bash
|
||||
/rpi:implement "my-feature"
|
||||
```
|
||||
|
||||
### Execute specific phase
|
||||
|
||||
```bash
|
||||
/rpi:implement "my-feature" --phase 3
|
||||
```
|
||||
|
||||
### Validate only (no implementation)
|
||||
|
||||
```bash
|
||||
/rpi:implement "my-feature" --phase 2 --validate-only
|
||||
```
|
||||
|
||||
---
|
||||
|
||||
## Post-Completion Action
|
||||
|
||||
**IMPORTANT**: After completing implementation (all phases or significant progress), ALWAYS prompt the user to compact the conversation:
|
||||
|
||||
> **Context Management**: This implementation workflow consumed significant context. To preserve progress and free up space, please run:
|
||||
>
|
||||
> ```
|
||||
> /compact
|
||||
> ```
|
||||
>
|
||||
> This will summarize the conversation and preserve implementation status while reducing token usage for future work.
|
||||
|
||||
**When to prompt for compact**:
|
||||
- After all phases are complete
|
||||
- After completing each major phase (if multi-session implementation)
|
||||
- If context is running low during implementation
|
||||
@@ -0,0 +1,416 @@
|
||||
---
|
||||
description: Create comprehensive planning documentation for a feature
|
||||
argument-hint: "<feature-slug>"
|
||||
---
|
||||
|
||||
## User Input
|
||||
|
||||
```text
|
||||
$ARGUMENTS
|
||||
```
|
||||
|
||||
You **MUST** parse the user input to extract the feature slug (the folder name in `rpi/`).
|
||||
|
||||
## Purpose
|
||||
|
||||
This command creates comprehensive planning documentation for a feature request. It generates detailed specifications, technical design, and implementation plans in the feature's RPI folder.
|
||||
|
||||
**Prerequisites**:
|
||||
- Feature folder exists at `rpi/{feature-slug}/`
|
||||
- Research completed with GO recommendation (`rpi/{feature-slug}/research/RESEARCH.md` exists)
|
||||
|
||||
**Output Location**: All files saved to `rpi/{feature-slug}/plan/`
|
||||
|
||||
**This is Step 3 of the RPI Workflow** (after Research approves with GO).
|
||||
|
||||
## Outline
|
||||
|
||||
1. **Load Context**: Read research report and project constitution (if exists)
|
||||
2. **Understand Requirements**: Parse feature scope and requirements
|
||||
3. **Analyze Technical Requirements**: Review architecture and dependencies
|
||||
4. **Design Architecture**: Create high-level architecture and API contracts
|
||||
5. **Break Down Implementation**: Create phased task breakdown
|
||||
6. **Generate Documentation**: Create structured documentation files
|
||||
7. **Validate Output**: Ensure all quality gates pass
|
||||
8. **Report Completion**: Provide summary and next steps
|
||||
|
||||
## Phases
|
||||
|
||||
### Phase 0: Load Context
|
||||
|
||||
**Prerequisites**: Feature slug provided
|
||||
|
||||
**Process**:
|
||||
1. **Verify research completed**:
|
||||
- Check `rpi/{feature-slug}/research/RESEARCH.md` exists
|
||||
- Verify GO recommendation (warn if NO-GO or CONDITIONAL)
|
||||
|
||||
2. **Read research findings**:
|
||||
- Extract product analysis
|
||||
- Extract technical discovery
|
||||
- Extract technical feasibility assessment
|
||||
- Note risks and constraints
|
||||
|
||||
3. **Load project constitution** (if exists):
|
||||
- Look for a constitution or principles document in the repository
|
||||
- Extract relevant constraints and preferences
|
||||
|
||||
**Outputs**:
|
||||
- Research summary
|
||||
- Constitutional context (if found)
|
||||
- Planning constraints
|
||||
|
||||
**Validation**:
|
||||
- [ ] Research report exists
|
||||
- [ ] GO recommendation confirmed
|
||||
- [ ] Constitution loaded (if exists)
|
||||
|
||||
---
|
||||
|
||||
### Phase 1: Understand Feature Requirements
|
||||
|
||||
**Prerequisites**: Phase 0 complete
|
||||
|
||||
**Process**:
|
||||
1. **Parse Feature Description** from research report:
|
||||
- Extract feature name and primary goal
|
||||
- Identify target component(s)
|
||||
- Understand user-facing vs. technical feature
|
||||
- Determine feature complexity level
|
||||
|
||||
2. **Identify Affected Components**:
|
||||
- Primary component (where feature lives)
|
||||
- Secondary components (integration points)
|
||||
- Shared utilities needed
|
||||
- External dependencies
|
||||
|
||||
3. **Research Existing Patterns**:
|
||||
- Search for similar features in codebase
|
||||
- Review component architecture and patterns
|
||||
- Identify reusable code and patterns
|
||||
|
||||
**Outputs**:
|
||||
- Feature scope document (internal)
|
||||
- Affected components list
|
||||
- Existing patterns catalog
|
||||
|
||||
**Validation**:
|
||||
- [ ] Feature name and goal clearly defined
|
||||
- [ ] Target component(s) identified
|
||||
- [ ] Feature complexity assessed
|
||||
|
||||
---
|
||||
|
||||
### Phase 2: Analyze Technical Requirements
|
||||
|
||||
**Prerequisites**: Phase 1 complete
|
||||
|
||||
**Process**:
|
||||
1. **Review Component Architecture**:
|
||||
- Read component README and documentation
|
||||
- Review existing code structure
|
||||
- Identify architectural patterns used
|
||||
|
||||
2. **Identify Technical Dependencies**:
|
||||
- Internal dependencies (other components, shared utilities)
|
||||
- External dependencies (APIs, services, libraries)
|
||||
- Database/storage requirements
|
||||
- Authentication/authorization needs
|
||||
|
||||
3. **Assess Integration Points**:
|
||||
- APIs that need to be created or modified
|
||||
- Database schema changes required
|
||||
- Event/message flows
|
||||
- Frontend-backend integration
|
||||
|
||||
4. **Evaluate Technical Risks**:
|
||||
- Breaking changes to existing features
|
||||
- Performance implications
|
||||
- Security concerns
|
||||
- Data migration needs
|
||||
|
||||
**Outputs**:
|
||||
- Technical requirements document (internal)
|
||||
- Dependency map
|
||||
- Integration point diagram
|
||||
- Risk assessment
|
||||
|
||||
**Validation**:
|
||||
- [ ] Component architecture understood
|
||||
- [ ] All dependencies identified
|
||||
- [ ] Integration points mapped
|
||||
- [ ] Technical risks assessed
|
||||
|
||||
---
|
||||
|
||||
### Phase 3: Design Feature Architecture
|
||||
|
||||
**Prerequisites**: Phases 1-2 complete
|
||||
|
||||
**Agent**: senior-software-engineer
|
||||
|
||||
**Process**:
|
||||
1. **Design High-Level Architecture**:
|
||||
- Component/module structure
|
||||
- Data flow diagrams
|
||||
- API interfaces
|
||||
- Database schema changes
|
||||
|
||||
2. **Define Implementation Approach**:
|
||||
- File structure and organization
|
||||
- Code organization patterns
|
||||
- Testing strategy
|
||||
- Error handling approach
|
||||
|
||||
3. **Plan Database/Storage Changes** (if applicable):
|
||||
- New collections/tables
|
||||
- Schema modifications
|
||||
- Migration strategy
|
||||
- Data validation rules
|
||||
|
||||
4. **Design API Contracts** (if applicable):
|
||||
- Request/response formats
|
||||
- Authentication requirements
|
||||
- Error responses
|
||||
|
||||
5. **Plan Testing Strategy**:
|
||||
- Unit test requirements
|
||||
- Integration test scenarios
|
||||
- End-to-end test cases
|
||||
|
||||
**Outputs**:
|
||||
- Architecture design document (internal)
|
||||
- API specifications
|
||||
- Database schema design
|
||||
- Testing strategy
|
||||
|
||||
**Validation**:
|
||||
- [ ] High-level architecture designed
|
||||
- [ ] Implementation approach defined
|
||||
- [ ] Database changes planned (if needed)
|
||||
- [ ] API contracts specified (if needed)
|
||||
- [ ] Testing strategy complete
|
||||
|
||||
---
|
||||
|
||||
### Phase 4: Break Down Implementation Tasks
|
||||
|
||||
**Prerequisites**: Phases 1-3 complete
|
||||
|
||||
**Process**:
|
||||
1. **Identify Implementation Phases**:
|
||||
- Break feature into 3-5 logical phases
|
||||
- Each phase should deliver working, testable functionality
|
||||
- Phases should build on each other progressively
|
||||
|
||||
2. **Create Task Breakdown for Each Phase**:
|
||||
- List specific implementation tasks
|
||||
- Estimate complexity (Low/Medium/High)
|
||||
- Identify task dependencies
|
||||
- Assign to appropriate code areas
|
||||
|
||||
3. **Define Success Criteria**:
|
||||
- Acceptance criteria for each phase
|
||||
- Testing requirements
|
||||
- Documentation requirements
|
||||
|
||||
4. **Identify Parallelization Opportunities**:
|
||||
- Tasks that can be done concurrently
|
||||
- Frontend/backend parallel work
|
||||
- Independent module development
|
||||
|
||||
**Outputs**:
|
||||
- Phased implementation plan
|
||||
- Task breakdown with estimates
|
||||
- Success criteria per phase
|
||||
- Dependency chart
|
||||
|
||||
**Validation**:
|
||||
- [ ] Feature broken into 3-5 logical phases
|
||||
- [ ] Each phase has specific tasks
|
||||
- [ ] All tasks have complexity estimates
|
||||
- [ ] Dependencies clearly marked
|
||||
- [ ] Success criteria defined
|
||||
|
||||
---
|
||||
|
||||
### Phase 5: Generate Documentation
|
||||
|
||||
**Prerequisites**: Phases 1-4 complete
|
||||
|
||||
**Agent**: documentation-analyst-writer (via Task tool)
|
||||
|
||||
**Process**:
|
||||
1. **Generate pm.md** (Product Requirements):
|
||||
- Feature description and user stories
|
||||
- Constitutional alignment (if applicable)
|
||||
- Business value and success metrics
|
||||
- User personas and use cases
|
||||
- Acceptance criteria
|
||||
- Out of scope items
|
||||
|
||||
2. **Generate ux.md** (User Experience Design):
|
||||
- User interface mockups (text description)
|
||||
- User flows and interactions
|
||||
- Accessibility considerations
|
||||
- Error states and edge cases
|
||||
|
||||
3. **Generate eng.md** (Technical Specification):
|
||||
- Architecture design
|
||||
- API specifications
|
||||
- Database schema changes
|
||||
- Technology stack
|
||||
- Technical risks and mitigation
|
||||
|
||||
4. **Generate PLAN.md** (Implementation Roadmap):
|
||||
- Phased implementation breakdown
|
||||
- Task list with estimates per phase
|
||||
- Dependencies and ordering
|
||||
- Success criteria per phase
|
||||
- Testing requirements
|
||||
- Validation checkpoints
|
||||
|
||||
**Output Files** (all saved to `rpi/{feature-slug}/plan/`):
|
||||
- `pm.md` - Product requirements
|
||||
- `ux.md` - UX design
|
||||
- `eng.md` - Technical specification
|
||||
- `PLAN.md` - Detailed implementation roadmap
|
||||
|
||||
**Validation**:
|
||||
- [ ] All 4 files present (pm, ux, eng, PLAN)
|
||||
- [ ] pm.md covers business requirements
|
||||
- [ ] ux.md addresses user experience
|
||||
- [ ] eng.md provides technical specification
|
||||
- [ ] PLAN.md has phased implementation
|
||||
- [ ] No placeholder text remains
|
||||
- [ ] Markdown formatting is clean
|
||||
|
||||
---
|
||||
|
||||
## Sub-Agent Delegation
|
||||
|
||||
This command orchestrates specialist agents:
|
||||
|
||||
| Phase | Agent | Type | Purpose |
|
||||
|-------|-------|------|---------|
|
||||
| Phase 3 | senior-software-engineer | Custom | Architecture design |
|
||||
| Phase 5 | product-manager | Custom | Product requirements (pm.md) |
|
||||
| Phase 5 | ux-designer | Custom | User experience (ux.md) |
|
||||
| Phase 5 | senior-software-engineer | Custom | Technical spec (eng.md) |
|
||||
| Phase 5 | documentation-analyst-writer | Built-in | Documentation synthesis |
|
||||
|
||||
### Agent Invocation
|
||||
|
||||
**Custom Agents** (product-manager, senior-software-engineer, ux-designer):
|
||||
- Claude Code automatically detects these from `.claude/agents/`
|
||||
- Reference them naturally: "Acting as the senior-software-engineer agent..."
|
||||
- NO Task tool invocation needed
|
||||
|
||||
**Built-in Agent** (documentation-analyst-writer):
|
||||
- Use Task tool with `subagent_type="documentation-analyst-writer"`
|
||||
|
||||
---
|
||||
|
||||
## Completion Report
|
||||
|
||||
Report the following on successful completion:
|
||||
|
||||
### Outputs Created
|
||||
|
||||
**Documentation Folder**: `rpi/{feature-slug}/plan/`
|
||||
|
||||
Files created:
|
||||
- **pm.md**: Product requirements and user stories ({Y} stories)
|
||||
- **ux.md**: User experience design ({Z} flows)
|
||||
- **eng.md**: Technical specification ({A} APIs, {B} schema changes)
|
||||
- **PLAN.md**: Detailed roadmap ({C} phases, {D} tasks)
|
||||
|
||||
### Feature Summary
|
||||
|
||||
- **Feature Name**: {feature-name}
|
||||
- **Target Component**: {component-name}
|
||||
- **Complexity**: {Simple/Medium/Complex}
|
||||
- **Implementation Phases**: {N} phases
|
||||
- **Total Tasks**: {M} tasks
|
||||
- **Dependencies**: {Y} internal, {Z} external
|
||||
|
||||
### Technical Overview
|
||||
|
||||
- **Architecture Pattern**: {pattern-name}
|
||||
- **APIs Added/Modified**: {N} APIs
|
||||
- **Database Changes**: {Y} collections/tables
|
||||
- **Testing Requirements**: {Z} test suites
|
||||
- **Risk Level**: {Low/Medium/High}
|
||||
|
||||
### Implementation Phases
|
||||
|
||||
1. **Phase 1**: {phase-name} - {task-count} tasks
|
||||
2. **Phase 2**: {phase-name} - {task-count} tasks
|
||||
3. **Phase 3**: {phase-name} - {task-count} tasks
|
||||
[Continue for all phases...]
|
||||
|
||||
---
|
||||
|
||||
### Next Steps
|
||||
|
||||
1. **Review Documentation**:
|
||||
- Read planning docs in `rpi/{feature-slug}/plan/`
|
||||
- Review technical spec in `eng.md`
|
||||
- Understand implementation phases in `PLAN.md`
|
||||
|
||||
2. **Validate with Stakeholders**:
|
||||
- Product review of pm.md
|
||||
- UX review of ux.md
|
||||
- Technical review of eng.md
|
||||
|
||||
3. **Begin Implementation**:
|
||||
- Run `/rpi:implement "{feature-slug}"` to execute phased implementation
|
||||
- Follow PLAN.md phases
|
||||
- Complete validation gates at each phase
|
||||
|
||||
---
|
||||
|
||||
## Error Handling
|
||||
|
||||
**If research report doesn't exist**:
|
||||
- Action: Stop and inform user
|
||||
- Message: "Research report not found. Run `/rpi:research` first."
|
||||
|
||||
**If research recommendation is NO-GO**:
|
||||
- Action: Warn user but allow proceeding
|
||||
- Message: "Research recommended NO-GO. Proceed anyway? (y/n)"
|
||||
|
||||
**If target component doesn't exist**:
|
||||
- Action: Confirm with user if this is a new component
|
||||
- Message: "Component not found. Is this a new component?"
|
||||
|
||||
**If documentation agent fails**:
|
||||
- Action: Generate documentation directly
|
||||
- Warning: "Documentation may not fully adhere to standards"
|
||||
|
||||
---
|
||||
|
||||
## Notes
|
||||
|
||||
- **Prerequisites**: Research completed with GO recommendation
|
||||
- **Part of RPI Workflow**: Step 3 of 4 (Describe → Research → Plan → Implement)
|
||||
|
||||
**Best Practices**:
|
||||
1. **Review Research First**: Ensure you understand the viability assessment
|
||||
2. **Leverage Discovery**: Use technical discovery from research phase
|
||||
3. **Be Specific**: Detailed plans lead to smoother implementation
|
||||
4. **Validate Early**: Review docs before implementing
|
||||
|
||||
---
|
||||
|
||||
## Post-Completion Action
|
||||
|
||||
**IMPORTANT**: After completing the planning workflow, ALWAYS prompt the user to compact the conversation:
|
||||
|
||||
> **Context Management**: This planning workflow consumed significant context. To free up space for implementation, please run:
|
||||
>
|
||||
> ```
|
||||
> /compact
|
||||
> ```
|
||||
>
|
||||
> This will summarize the conversation and preserve the planning decisions while reducing token usage for the implementation phase.
|
||||
@@ -0,0 +1,381 @@
|
||||
---
|
||||
description: Research and analyze feature viability - GO/NO-GO decision gate
|
||||
argument-hint: "<feature-slug>"
|
||||
---
|
||||
|
||||
## User Input
|
||||
|
||||
```text
|
||||
$ARGUMENTS
|
||||
```
|
||||
|
||||
You **MUST** parse the user input to extract the feature slug (the folder name in `rpi/`).
|
||||
|
||||
**Expected Input Format**: `rpi/{feature-slug}/REQUEST.md`
|
||||
|
||||
## Purpose
|
||||
|
||||
This command performs comprehensive research and analysis of feature requests **before** the planning phase begins. It acts as a critical GO/NO-GO gate to determine whether a feature idea should proceed to detailed planning.
|
||||
|
||||
**Key Objectives**:
|
||||
- Assess product-market fit and user value
|
||||
- Evaluate technical feasibility and complexity
|
||||
- Identify risks and potential blockers
|
||||
- Determine the right approach (build, buy, partner, or decline)
|
||||
- Make go/no-go recommendation with clear rationale
|
||||
|
||||
**Prerequisites**:
|
||||
- Feature folder exists at `rpi/{feature-slug}/`
|
||||
- Feature request file exists at `rpi/{feature-slug}/REQUEST.md`
|
||||
|
||||
**Output Location**: `rpi/{feature-slug}/research/RESEARCH.md`
|
||||
|
||||
**This is Step 2 of the RPI Workflow** (after initial feature description in Step 1).
|
||||
|
||||
## Outline
|
||||
|
||||
1. **Load Context**: Read feature description from `rpi/{feature-slug}/` and project constitution (if exists)
|
||||
2. **Parse Feature Request**: Use requirement-parser agent to extract structured requirements
|
||||
3. **Execute Multi-Phase Research**:
|
||||
- Phase 1: Parse Feature Request (requirement-parser agent)
|
||||
- Phase 2: Product Analysis with Constitution Alignment (product-manager agent)
|
||||
- Phase 2.5: Technical Discovery (Explore agent) - **CRITICAL: Deep code exploration**
|
||||
- Phase 3: Technical Feasibility (senior-software-engineer agent)
|
||||
- Phase 4: Strategic Assessment (technical-cto-advisor agent)
|
||||
- Phase 5: Generate Research Report (documentation-analyst-writer agent)
|
||||
4. **Synthesize Recommendation**: Combine all analyses into clear go/no-go recommendation
|
||||
5. **Validate Output**: Check against quality gates
|
||||
6. **Report Completion**: Provide recommendation, next steps, and report location
|
||||
|
||||
## Phases
|
||||
|
||||
### Phase 0: Load Context
|
||||
|
||||
**Prerequisites**: Feature slug provided, `rpi/{feature-slug}/REQUEST.md` exists
|
||||
|
||||
**Process**:
|
||||
1. **Read feature description**:
|
||||
- Read `rpi/{feature-slug}/REQUEST.md` (required)
|
||||
- Extract feature requirements and goals from REQUEST.md
|
||||
|
||||
2. **Check for project constitution** (optional):
|
||||
- Look for a constitution or principles document in the repository
|
||||
- Common locations: `constitution.md`, `PRINCIPLES.md`, `.project/constitution.md`
|
||||
- If found, extract core principles, constraints, and objectives
|
||||
|
||||
3. **Create research context**:
|
||||
- Synthesize into concise summary for agents
|
||||
- Identify key alignment criteria
|
||||
|
||||
**Outputs**:
|
||||
- Feature description summary
|
||||
- Constitutional principles (if found)
|
||||
- Alignment criteria for evaluation
|
||||
|
||||
**Validation**:
|
||||
- [ ] Feature folder exists in `rpi/{feature-slug}/`
|
||||
- [ ] Feature description extracted
|
||||
- [ ] Constitution checked and loaded (if exists)
|
||||
|
||||
---
|
||||
|
||||
### Phase 1: Parse Feature Request
|
||||
|
||||
**Prerequisites**: Phase 0 complete
|
||||
|
||||
**Agent**: requirement-parser (planning domain)
|
||||
|
||||
**Process**:
|
||||
1. **Launch requirement-parser agent** with feature description
|
||||
2. **Agent extracts**:
|
||||
- Feature name and type
|
||||
- Target component(s)
|
||||
- Goals and objectives
|
||||
- Functional and non-functional requirements
|
||||
- Constraints and assumptions
|
||||
- Complexity estimate
|
||||
- Clarifying questions (if any)
|
||||
|
||||
3. **Review parsing results**:
|
||||
- If clarifying questions exist, **STOP and ask user** before proceeding
|
||||
|
||||
**Outputs**:
|
||||
- Structured requirements document
|
||||
- Feature metadata (name, type, component, complexity)
|
||||
- Clarifying questions (if any)
|
||||
|
||||
---
|
||||
|
||||
### Phase 2: Product Analysis with Constitution Alignment
|
||||
|
||||
**Prerequisites**: Phase 1 complete, requirements clear
|
||||
|
||||
**Agent**: product-manager
|
||||
|
||||
**Process**:
|
||||
1. **Launch product-manager agent** with:
|
||||
- Parsed requirements from Phase 1
|
||||
- Constitutional context from Phase 0
|
||||
|
||||
2. **Agent analyzes**:
|
||||
- **User Value**: Who benefits? How much impact?
|
||||
- **Market Fit**: Does this align with market needs?
|
||||
- **Product Vision**: Does this fit our product strategy?
|
||||
- **Constitutional Alignment**: Does this align with project principles?
|
||||
- **Constraints Check**: Does this violate any constitutional constraints?
|
||||
|
||||
3. **Agent provides**:
|
||||
- Product viability score (High/Medium/Low)
|
||||
- User value assessment
|
||||
- Strategic alignment evaluation
|
||||
- Priority recommendation
|
||||
- Product concerns or red flags
|
||||
|
||||
**Outputs**:
|
||||
- Product viability assessment
|
||||
- User value analysis
|
||||
- Strategic alignment score
|
||||
- Constitutional alignment summary (if applicable)
|
||||
|
||||
---
|
||||
|
||||
### Phase 2.5: Technical Discovery (Code Exploration)
|
||||
|
||||
**Prerequisites**: Phases 1-2 complete, product viability established
|
||||
|
||||
**Agent**: Explore (via Task tool with subagent_type="Explore")
|
||||
|
||||
**Purpose**: **CRITICAL PHASE** - Deeply analyze existing codebase BEFORE making technical feasibility assessment.
|
||||
|
||||
**Process**:
|
||||
1. **Launch Explore agent** with target component(s)
|
||||
2. **Agent investigates**:
|
||||
- **Existing Implementation**: What code already exists for similar functionality?
|
||||
- **Integration Points**: What systems/modules would this feature touch?
|
||||
- **Current Architecture**: How is the current system structured?
|
||||
- **Data Models**: What database schemas or data structures exist?
|
||||
- **Dependencies**: What libraries, services are already integrated?
|
||||
- **Existing Patterns**: What coding patterns and conventions are used?
|
||||
|
||||
3. **Agent provides**:
|
||||
- **Current State Summary**: What exists today
|
||||
- **Integration Analysis**: Where proposed feature would fit
|
||||
- **Code Conflicts**: What would break or conflict
|
||||
- **Leverage Opportunities**: What can be reused vs rebuilt
|
||||
- **Technical Constraints**: Real constraints from existing code
|
||||
|
||||
**Outputs**:
|
||||
- Current implementation summary
|
||||
- Integration points map
|
||||
- Code conflicts identified
|
||||
- Reusable components identified
|
||||
- Technical constraints from code
|
||||
|
||||
**Critical**: This phase ensures Phase 3 is based on **actual code reality**, not assumptions.
|
||||
|
||||
---
|
||||
|
||||
### Phase 3: Technical Feasibility Assessment
|
||||
|
||||
**Prerequisites**: Phases 1-2.5 complete, code explored
|
||||
|
||||
**Agent**: senior-software-engineer
|
||||
|
||||
**Process**:
|
||||
1. **Launch senior-software-engineer agent** with:
|
||||
- Parsed requirements from Phase 1
|
||||
- Product context from Phase 2
|
||||
- **Technical discovery results from Phase 2.5**
|
||||
|
||||
2. **Agent analyzes** (informed by Phase 2.5 discoveries):
|
||||
- **Technical Approach**: What are the implementation options?
|
||||
- **Complexity**: How difficult is this to build?
|
||||
- **Dependencies**: What systems/services are needed?
|
||||
- **Technical Debt**: Will this create or reduce tech debt?
|
||||
- **Risks**: What are the technical risks?
|
||||
|
||||
3. **Agent provides**:
|
||||
- Technical feasibility score (High/Medium/Low)
|
||||
- Recommended approach (with alternatives)
|
||||
- Complexity estimate (Simple/Medium/Complex)
|
||||
- Technical risks and mitigations
|
||||
|
||||
**Outputs**:
|
||||
- Technical feasibility score
|
||||
- Recommended implementation approach
|
||||
- Complexity and effort estimate
|
||||
- Technical risks and mitigations
|
||||
|
||||
---
|
||||
|
||||
### Phase 4: Strategic Assessment
|
||||
|
||||
**Prerequisites**: Phases 1-3 complete
|
||||
|
||||
**Agent**: technical-cto-advisor
|
||||
|
||||
**Process**:
|
||||
1. **Launch technical-cto-advisor agent** with all previous phase outputs
|
||||
|
||||
2. **Agent synthesizes**:
|
||||
- **Overall Assessment**: Combine product + technical perspectives
|
||||
- **Strategic Alignment**: Does this align with engineering principles AND project constitution?
|
||||
- **Risk vs. Reward**: Is the value worth the effort and risk?
|
||||
- **Alternative Options**: Build, buy, partner, defer, or decline?
|
||||
|
||||
3. **Agent provides**:
|
||||
- **Go/No-Go Recommendation**: Clear decision with confidence level
|
||||
- **Rationale**: Detailed reasoning
|
||||
- **Recommended Approach**: If "go", what's the best path forward?
|
||||
- **Conditions**: Any prerequisites for proceeding?
|
||||
- **Risks**: Key risks if we proceed
|
||||
|
||||
**Outputs**:
|
||||
- Go/No-Go recommendation
|
||||
- Strategic rationale
|
||||
- Recommended approach
|
||||
- Risk summary
|
||||
|
||||
---
|
||||
|
||||
### Phase 5: Generate Research Report
|
||||
|
||||
**Prerequisites**: Phases 1-4 complete
|
||||
|
||||
**Agent**: documentation-analyst-writer (via Task tool)
|
||||
|
||||
**Process**:
|
||||
1. **Launch documentation-analyst-writer agent** with all phase outputs
|
||||
|
||||
2. **Agent generates report** with sections:
|
||||
- **Executive Summary**: One-paragraph overview with recommendation
|
||||
- **Feature Overview**: Name, type, component, goals
|
||||
- **Requirements Summary**: Key functional and non-functional requirements
|
||||
- **Product Analysis**: User value, market fit, strategic alignment
|
||||
- **Technical Discovery**: Current state, integration points, constraints from code
|
||||
- **Technical Analysis**: Feasibility, approach, complexity, risks
|
||||
- **Strategic Recommendation**: Go/no-go with detailed rationale
|
||||
- **Next Steps**: What to do based on recommendation
|
||||
|
||||
3. **Agent creates markdown file**: `rpi/{feature-slug}/research/RESEARCH.md`
|
||||
|
||||
**Outputs**:
|
||||
- Complete research report saved to `rpi/{feature-slug}/research/RESEARCH.md`
|
||||
|
||||
---
|
||||
|
||||
## Sub-Agent Delegation
|
||||
|
||||
This command orchestrates 6 specialist agents:
|
||||
|
||||
| Phase | Agent | Type | Location |
|
||||
|-------|-------|------|----------|
|
||||
| Phase 1 | requirement-parser | Custom | .claude/agents/requirement-parser.md |
|
||||
| Phase 2 | product-manager | Custom | .claude/agents/product-manager.md |
|
||||
| Phase 2.5 | Explore | Built-in | Task tool with subagent_type="Explore" |
|
||||
| Phase 3 | senior-software-engineer | Custom | .claude/agents/senior-software-engineer.md |
|
||||
| Phase 4 | technical-cto-advisor | Custom | .claude/agents/technical-cto-advisor.md |
|
||||
| Phase 5 | documentation-analyst-writer | Built-in | Task tool with subagent_type="documentation-analyst-writer" |
|
||||
|
||||
---
|
||||
|
||||
## Completion Report
|
||||
|
||||
Report the following on successful completion:
|
||||
|
||||
### Research Recommendation
|
||||
|
||||
**Decision**: [GO | NO-GO | CONDITIONAL GO | DEFER]
|
||||
|
||||
**Confidence**: [High | Medium | Low]
|
||||
|
||||
**Rationale** (1-2 sentences):
|
||||
[Key reasons for recommendation]
|
||||
|
||||
---
|
||||
|
||||
### Research Summary
|
||||
|
||||
**Feature**: {feature-name}
|
||||
**Type**: {feature-type}
|
||||
**Component**: {target-component}
|
||||
**Complexity**: {Simple | Medium | Complex}
|
||||
|
||||
**Scores**:
|
||||
- Product Viability: [High/Medium/Low]
|
||||
- Technical Feasibility: [High/Medium/Low]
|
||||
- Overall Assessment: [High/Medium/Low]
|
||||
|
||||
**Key Risks**:
|
||||
1. {risk-1}
|
||||
2. {risk-2}
|
||||
3. {risk-3}
|
||||
|
||||
---
|
||||
|
||||
### Report Location
|
||||
|
||||
**Full Research Report**: `rpi/{feature-slug}/research/RESEARCH.md`
|
||||
|
||||
---
|
||||
|
||||
### Next Steps
|
||||
|
||||
Based on the **[GO/NO-GO]** recommendation:
|
||||
|
||||
**If GO**:
|
||||
1. Review the research report: `rpi/{feature-slug}/research/RESEARCH.md`
|
||||
2. Proceed to planning: `/rpi:plan "{feature-slug}"`
|
||||
|
||||
**If CONDITIONAL GO**:
|
||||
1. Review conditions in report
|
||||
2. Address conditions before proceeding
|
||||
3. Re-run research if needed
|
||||
|
||||
**If DEFER**:
|
||||
1. Review timeline recommendation in report
|
||||
2. Revisit when timing is appropriate
|
||||
|
||||
**If NO-GO**:
|
||||
1. Review rationale in report
|
||||
2. Consider alternatives mentioned
|
||||
3. Archive for future reference
|
||||
|
||||
---
|
||||
|
||||
## Error Handling
|
||||
|
||||
**If REQUEST.md doesn't exist**:
|
||||
- Action: Stop and inform user
|
||||
- Message: "Feature request file `rpi/{feature-slug}/REQUEST.md` not found. Create the feature folder and REQUEST.md first (Step 1: Describe in Plan Mode)."
|
||||
|
||||
**If feature description is too vague**:
|
||||
- Action: requirement-parser will identify clarifying questions
|
||||
- Message: "Need more information. Please answer:"
|
||||
- Next: Wait for answers, then proceed
|
||||
|
||||
**If agents fail or timeout**:
|
||||
- Action: Retry once
|
||||
- Next: If retry fails, ask user whether to continue with incomplete research
|
||||
|
||||
---
|
||||
|
||||
## Notes
|
||||
|
||||
- **When to Use**: After Step 1 (Describe) creates the feature folder
|
||||
- **Critical Gate**: This prevents wasted effort on non-viable features
|
||||
- **Part of RPI Workflow**: Step 2 of 4 (Describe → Research → Plan → Implement)
|
||||
|
||||
---
|
||||
|
||||
## Post-Completion Action
|
||||
|
||||
**IMPORTANT**: After completing the research workflow, ALWAYS prompt the user to compact the conversation:
|
||||
|
||||
> **Context Management**: This research workflow consumed significant context. To free up space for the next steps, please run:
|
||||
>
|
||||
> ```
|
||||
> /compact
|
||||
> ```
|
||||
>
|
||||
> This will summarize the conversation and preserve important findings while reducing token usage for subsequent commands.
|
||||
Reference in New Issue
Block a user