/feature
Guided feature development with codebase understanding and architecture focus
$ npx -y skills add syahiidkamil/Software-Engineer-AI-Agent-Atlas --agent claude-codeHow it fires
How this command gets triggered: by you, by Claude, or both.
- Fires itselfClaude auto-loads it when your prompt matches the work.
- You can call itInvoke it directly when you want it.
- Slash command
/feature
Context preview
What this command does when you run it.
Guided feature development with codebase understanding and architecture focus
Command definition
feature.mddescription: Guided feature development with codebase understanding and architecture focus
argument-hint: Optional feature description
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, then implement.
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
- **Use TodoWrite**: Track all progress throughout
---
Phase 1: Discovery
**Goal**: Understand what needs to be built
Initial request: $ARGUMENTS
**Actions**: 1. Create todo list with all phases 2. If feature unclear, ask user for:
- What problem are they solving?
- What should the feature do?
- Any constraints or requirements?
3. Summarize understanding and confirm with user
---
Phase 2: Codebase Exploration
**Goal**: Understand relevant existing code and patterns at both high and low levels
**Actions**: 1. 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]"
2. Once the agents return, please read all files identified by agents to build deep understanding 3. Present comprehensive summary of findings and patterns discovered
---
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**: 1. Review the codebase findings and original feature request 2. Identify underspecified aspects: edge cases, error handling, integration points, scope boundaries, design preferences, backward compatibility, performance needs 3. **Present all questions to the user in a clear, organized list** 4. **Wait for answers before proceeding to architecture design**
If the user says "whatever you think is best", provide your recommendation and get explicit confirmation.
---
Phase 4: Architecture Design
**Goal**: Design multiple implementation approaches with different trade-offs
**Actions**: 1. 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) 2. 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) 3. Present to user: brief summary of each approach, trade-offs comparison, **your recommendation with reasoning**, concrete implementation differences 4. **Ask user which approach they prefer**
---
Phase 5: Implementation
**Goal**: Build the feature
**DO NOT START WITHOUT USER APPROVAL**
**Actions**: 1. Wait for explicit user approval 2. Read all relevant files identified in previous phases 3. Implement following chosen architecture 4. Follow codebase conventions strictly 5. Write clean, well-documented code 6. Update todos as you progress
---
Phase 6: Quality Review
**Goal**: Ensure code is simple, DRY, elegant, easy to read, and functionally correct
**Actions**: 1. Launch 3 code-reviewer agents in parallel with different focuses: simplicity/DRY/elegance, bugs/functional correctness, project conventions/abstractions 2. Consolidate findings and identify highest severity issues that you recommend fixing 3. **Present findings to user and ask what they want to do** (fix now, fix later, or proceed as-is) 4. Address issues based on user decision
---
Phase 7: Summary
**Goal**: Document what was accomplished
**Actions**: 1. Mark all todos complete 2. Summarize:
- What was built
- Key decisions made
- Files modified
- Suggested next steps
---
Read more
description: Guided feature development with codebase understanding and architecture focus argument-hint: Optional feature description
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, then implement.
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
- **Use TodoWrite**: Track all progress throughout
---
Phase 1: Discovery
**Goal**: Understand what needs to be built
Initial request: $ARGUMENTS
**Actions**: 1. Create todo list with all phases 2. If feature unclear, ask user for:
- What problem are they solving?
- What should the feature do?
- Any constraints or requirements?
3. Summarize understanding and confirm with user
---
Phase 2: Codebase Exploration
**Goal**: Understand relevant existing code and patterns at both high and low levels
**Actions**: 1. 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]"
2. Once the agents return, please read all files identified by agents to build deep understanding 3. Present comprehensive summary of findings and patterns discovered
---
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**: 1. Review the codebase findings and original feature request 2. Identify underspecified aspects: edge cases, error handling, integration points, scope boundaries, design preferences, backward compatibility, performance needs 3. **Present all questions to the user in a clear, organized list** 4. **Wait for answers before proceeding to architecture design**
If the user says "whatever you think is best", provide your recommendation and get explicit confirmation.
---
Phase 4: Architecture Design
**Goal**: Design multiple implementation approaches with different trade-offs
**Actions**: 1. 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) 2. 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) 3. Present to user: brief summary of each approach, trade-offs comparison, **your recommendation with reasoning**, concrete implementation differences 4. **Ask user which approach they prefer**
---
Phase 5: Implementation
**Goal**: Build the feature
**DO NOT START WITHOUT USER APPROVAL**
**Actions**: 1. Wait for explicit user approval 2. Read all relevant files identified in previous phases 3. Implement following chosen architecture 4. Follow codebase conventions strictly 5. Write clean, well-documented code 6. Update todos as you progress
---
Phase 6: Quality Review
**Goal**: Ensure code is simple, DRY, elegant, easy to read, and functionally correct
**Actions**: 1. Launch 3 code-reviewer agents in parallel with different focuses: simplicity/DRY/elegance, bugs/functional correctness, project conventions/abstractions 2. Consolidate findings and identify highest severity issues that you recommend fixing 3. **Present findings to user and ask what they want to do** (fix now, fix later, or proceed as-is) 4. Address issues based on user decision
---
Phase 7: Summary
**Goal**: Document what was accomplished
**Actions**: 1. Mark all todos complete 2. Summarize:
- What was built
- Key decisions made
- Files modified
- Suggested next steps
---
The senior-engineer layer for Claude Code. Explore before you build, clarify only what matters, capture it in living HTML, then hand it to Claude Code's native plan / goal / workflow loop.
Repo: syahiidkamil/Software-Engineer-AI-Agent-Atlas
Other commands on software-engineer-ai-agent-atlas.
- /change-core-self
Interview Boss about the project, then reason from first principles to design the ideal ATLAS operating identity/system-prompt for it โ free to drop KISS/YAGNI/DRY/clean-architecture entirely when the project (and the LLM's own distribution) calls for a different mindset
Open command - /get-to-know
Initialize project context โ understand the project, configure conventions, and set up project rules
Open command - /oneshotapp
One-shot an app autonomously โ free-will the founding fork, build with deliberate decisions at every trigger, then adversarial review and a conscious final pass before delivery
Open command - /prototype
Brainstorm an idea into a clickable multi-screen React prototype โ model the mind (Theory of Mind), interview to kill ambiguity, build a no-build CDN-React prototype under misc/prototypes/, run it, iterate until it matches Boss's vision.
Open command - /wireframe
Quickly sketch a standalone low-fidelity wireframe as self-contained HTML โ gray boxes, dashed borders, no framework. Lighter than /plan:create-phase, static unlike /brainstorm:prototype.
Open command - /create-design-md
Discover the project's visual identity, prototype 3 HTML design variants for Boss to compare in a browser, iterate, then lock in DESIGN.md (Stitch-format, machine + human readable). The single source of truth AI coding agents read before generating UI.
Open command

