change-core-self
Interview Boss about the project, then reason from first principles to design the ideal ATLAS operating identity/system-prompt for it — free to drop…
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.
/featureContext preview
What this command does when you run it.
Guided feature development with codebase understanding and architecture focus
description: Guided feature development with codebase understanding and architecture focus argument-hint: Optional feature description
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.
---
**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:
3. Summarize understanding and confirm with user
---
**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:
**Example agent prompts**:
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
---
**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.
---
**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**
---
**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
---
**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
---
**Goal**: Document what was accomplished
**Actions**: 1. Mark all todos complete 2. Summarize:
---
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
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