develop
General principles for exploring, developing, editing, and refactoring code. Use for codebase analysis, implementation tasks, and code quality improvements.
Best use case
develop is best used when you need a repeatable AI agent workflow instead of a one-off prompt. It is especially useful for teams working in multi. General principles for exploring, developing, editing, and refactoring code. Use for codebase analysis, implementation tasks, and code quality improvements.
General principles for exploring, developing, editing, and refactoring code. Use for codebase analysis, implementation tasks, and code quality improvements.
Users should expect a more consistent workflow output, faster repeated execution, and less time spent rewriting prompts from scratch.
Practical example
Example input
Use the "develop" skill to help with this workflow task. Context: General principles for exploring, developing, editing, and refactoring code. Use for codebase analysis, implementation tasks, and code quality improvements.
Example output
A structured workflow result with clearer steps, more consistent formatting, and an output that is easier to reuse in the next run.
When to use this skill
- Use this skill when you want a reusable workflow rather than writing the same prompt again and again.
When not to use this skill
- Do not use this when you only need a one-off answer and do not need a reusable workflow.
- Do not use it if you cannot install or maintain the related files, repository context, or supporting tools.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/develop/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How develop Compares
| Feature / Agent | develop | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
General principles for exploring, developing, editing, and refactoring code. Use for codebase analysis, implementation tasks, and code quality improvements.
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
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SKILL.md Source
# 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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