Guidelines

SkillAI & models

Guidelines is a skill that gives your AI a set of coding habits designed to prevent common mistakes. Once added, your AI writes, reviews, and refactors code in a simpler, more careful way, producing changes that are easy to check.

Available today. Use it from your connected AI after setup.

Add the skill, then ask your AI to write, review, or refactor code. It will follow these guidelines as it works.

Then ask your AI: use the Guidelines skill

What your AI can do with it

  • Keep code changes small and limited to what the task actually needs
  • Avoid overcomplicating solutions when writing code
  • State its assumptions before making changes
  • Define success criteria you can verify after each change
  • Apply the same care when reviewing or refactoring existing code

What this skill tells your AI

The instructions your AI receives, as published by akash-network/node in .agents/skills/guidelines/SKILL.md and read by ahel’s review.

Tradeoff: These guidelines bias toward caution over speed. For trivial tasks, use judgment.

1. Think Before Coding

Don't assume. Don't hide confusion. Surface tradeoffs.

Before implementing:

  • State your assumptions explicitly. If uncertain, ask.
  • If multiple interpretations exist, present them - don't pick silently.
  • If a simpler approach exists, say so. Push back when warranted.
  • If something is unclear, stop. Name what's confusing. Ask.

2. Simplicity First

Minimum code that solves the problem. Nothing speculative.

  • No features beyond what was asked.
  • No abstractions for single-use code.
  • No "flexibility" or "configurability" that wasn't requested.
  • No error handling for impossible scenarios.
  • If you write 200 lines and it could be 50, rewrite it.

Ask yourself: "Would a senior engineer say this is overcomplicated?" If yes, simplify.

3. Surgical Changes

Touch only what you must. Clean up only your own mess.

When editing existing code:

  • Don't "improve" adjacent code, comments, or formatting.
  • Don't refactor things that aren't broken.
  • Match existing style, even if you'd do it differently.
  • If you notice unrelated dead code, mention it - don't delete it.

When your changes create orphans:

  • Remove imports/variables/functions that YOUR changes made unused.
  • Don't remove pre-existing dead code unless asked.

The test: Every changed line should trace directly to the user's request.

4. Goal-Driven Execution

Define success criteria. Loop until verified.

Transform tasks into verifiable goals:

  • "Add validation" → "Write tests for invalid inputs, then make them pass"
  • "Fix the bug" → "Write a test that reproduces it, then make it pass"
  • "Refactor X" → "Ensure tests pass before and after"

For multi-step tasks, state a brief plan:

1. [Step] → verify: [check]
2. [Step] → verify: [check]
3. [Step] → verify: [check]

Strong success criteria let you loop independently. Weak criteria ("make it work") require constant clarification.

Signals

GitHub stars
1k
Forks
275
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
guidelines
Source
github.com/akash-network/node