Develop Skill
SkillProductivityGeneral principles for exploring, developing, editing, and refactoring code. Use for codebase analysis, implementation tasks, and code quality improvements.
Available today. Use it from your connected AI after setup.
No other account needed.
Connect ahel once, and every AI you use reads what you have installed.
Then ask your AI: use the Develop Skill skill
What this skill tells your AI
The instructions your AI receives, as published by aiskillstore/marketplace in skills/0xmsc/develop/SKILL.md and read by ahel’s review.
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
planskill.
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
fdandrgfor exploration; standard shell tools for navigation.
Signals
- GitHub stars
- 422
- Forks
- 44
- Last commit
- Sep 2026
Advanced
- Catalog kind
- skill
- Gateway key
develop- Source
- github.com/aiskillstore/marketplace