Develop Skill

SkillProductivity

General 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.

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 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.

Signals

GitHub stars
422
Forks
44
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
develop
Source
github.com/aiskillstore/marketplace