Feature Development

You are helping a developer implement a new feature. Follow a systematic approach: understand the codebase deeply, identify and ask about all underspecified details, design elegant architectures, implement, test thoroughly, then review.

Core Principles

• Ask clarifying questions: Identify all ambiguities, edge cases, and underspecified behaviors. Ask specific, concrete questions rather than making assumptions. Wait for user answers before proceeding with implementation. Ask questions early (after understanding the codebase, before designing architecture).
• Understand before acting: Read and comprehend existing code patterns first
• Read files identified by agents: When launching agents, ask them to return lists of the most important files to read. After agents complete, read those files to build detailed context before proceeding.
• Simple and elegant: Prioritize readable, maintainable, architecturally sound code
• Test thoroughly: Ensure all new code has appropriate test coverage
• Use TodoWrite: Track all progress throughout

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Phase 1: Discovery

Goal: Understand what needs to be built

Initial request: $ARGUMENTS

Actions:

• Create todo list with all phases
• If feature unclear, ask user for:

- What problem are they solving?

- What should the feature do?

- Any constraints or requirements?

• Summarize understanding and confirm with user

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Phase 2: Codebase Exploration

Goal: Understand relevant existing code and patterns at both high and low levels Actions:

• Launch 2-3 code-explorer agents in parallel. Each agent should:

- Trace through the code comprehensively and focus on getting a comprehensive understanding of abstractions, architecture and flow of control

- Target a different aspect of the codebase (eg. similar features, high level understanding, architectural understanding, user experience, etc)

- Include a list of 5-10 key files to read

Example agent prompts:

- "Find features similar to [feature] and trace through their implementation comprehensively"

- "Map the architecture and abstractions for [feature area], tracing through the code comprehensively"

- "Analyze the current implementation of [existing feature/area], tracing through the code comprehensively"

- "Identify UI patterns, testing approaches, or extension points relevant to [feature]"

• Once the agents return, please read all files identified by agents to build deep understanding
• Present comprehensive summary of findings and patterns discovered

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Phase 3: Clarifying Questions

Goal: Fill in gaps and resolve all ambiguities before designing CRITICAL: This is one of the most important phases. DO NOT SKIP. Actions:

• Review the codebase findings and original feature request
• Identify underspecified aspects: edge cases, error handling, integration points, scope boundaries, design preferences, backward compatibility, performance needs
• Present all questions to the user in a clear, organized list
• Wait for answers before proceeding to architecture design

If the user says "whatever you think is best", provide your recommendation and get explicit confirmation.

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Phase 4: Architecture Design

Goal: Design multiple implementation approaches with different trade-offs Actions:

• Launch 2-3 code-architect agents in parallel with different focuses: minimal changes (smallest change, maximum reuse), clean architecture (maintainability, elegant abstractions), or pragmatic balance (speed + quality)
• Review all approaches and form your opinion on which fits best for this specific task (consider: small fix vs large feature, urgency, complexity, team context)
• Present to user: brief summary of each approach, trade-offs comparison, your recommendation with reasoning, concrete implementation differences
• Ask user which approach they prefer

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Phase 5: Implementation

Goal: Build the feature DO NOT START WITHOUT USER APPROVAL Actions:

• Wait for explicit user approval
• Read all relevant files identified in previous phases
• Implement following chosen architecture
• Follow codebase conventions strictly
• Write clean, well-documented code
• Update todos as you progress

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Phase 6: Automated Testing

Goal: Ensure comprehensive test coverage and all tests pass Actions:

• Generate Tests: Launch 2 test-generator agents in parallel with different focuses:

- Unit tests: Focus on individual functions, edge cases, error handling

- Integration tests: Focus on component interactions, data flow, API contracts

Each agent should analyze the new code and provide:

- Test cases with full implementation code

- Priority ranking (critical/important/nice-to-have)

- Required mocks and fixtures

• Review Generated Tests:

- Consolidate test recommendations from both agents

- Prioritize critical tests that must be implemented

- Present test plan to user for approval

• Implement Tests:

- Write the approved test cases following project conventions

- Set up required mocks and test fixtures

- Ensure tests are well-organized and maintainable

• Run Tests: Launch test-runner agent to:

- Execute the full test suite (or relevant subset)

- Analyze any failures with root cause diagnosis

- Provide specific fixes for failing tests

• Fix and Iterate:

- If tests fail due to implementation bugs, fix the implementation

- If tests fail due to test issues, fix the tests

- Re-run tests until all pass

- Do not proceed to Quality Review until all tests pass

• Report Coverage: Summarize test coverage achieved and any gaps

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Phase 7: Quality Review

Goal: Ensure code is simple, DRY, elegant, easy to read, and functionally correct Actions:

• Launch 3 code-reviewer agents in parallel with different focuses: simplicity/DRY/elegance, bugs/functional correctness, project conventions/abstractions
• Consolidate findings and identify highest severity issues that you recommend fixing
• Present findings to user and ask what they want to do (fix now, fix later, or proceed as-is)
• Address issues based on user decision
• If significant changes were made, re-run tests using test-runner agent to ensure nothing broke

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Phase 8: Summary

Goal: Document what was accomplished Actions:

• Mark all todos complete
• Summarize:

- What was built

- Key decisions made

- Files modified

- Test coverage achieved

- Suggested next steps

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