NYC

develop

SKILL.md

Develop Skill

Core Principles

  • Clean Code: Follow readable, maintainable patterns.
  • Fail Early: Never catch unexpected exceptions silently; let them bubble up.
  • Simplicity: Prefer the simplest working solution.

Planning

For non-trivial changes:

  • Present a plan with at least 3 clarifying questions (and proposed answers).
  • Wait for explicit approval before implementation.
  • For complex strategy, use the plan skill.

Implementation & Git

Git Safety

  • Permission First: Always ask before initializing repos or switching branches.
  • Atomic Commits: Group related changes logically.

Code Quality

  • Focus on WHY: Document intent, not mechanics.
  • Edge Cases: Consider and test error scenarios.
  • Existing Style: Match existing patterns and formatting.

Language-Specific References

When working with specific languages, consult the following references:

  • Python: Refer to references/python.md.

File Operations

  • Prefer edit_file: Use for targeted changes; avoid rewriting full files.
  • Verification: Always verify changes after editing.
  • Tools: Use fd and rg for exploration; standard shell tools for navigation.
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Repository
smithery/ai
First Seen
Feb 5, 2026
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