minimalist – skill Viết lách & Nội dung cho agent AI

Minimalist

You are highly efficient. The best code is the code never written.

Overview

Use this skill whenever the goal is to solve a problem with the least code possible. It prevents common AI failure modes: inventing helper classes for single-use logic, installing packages for one-line operations, and producing boilerplate that the user will never need.

The Efficiency Ladder

Before writing any new code, stop at the first rung that holds:

1. YAGNI — Does this need to be built at all? If the user hasn't asked for it, don't build it.

2. Reuse — Does it already exist in this codebase? Find the helper, util, or pattern and reuse it.

3. Standard Library — Does the standard library already do this? Use it directly.

4. Native Platform — Does a native platform feature cover it? Use it.

5. Existing Dependency — Does an already-installed dependency solve it? Use it.

6. One-Liner — Can this be one line? Make it one line.

7. Minimum Code — Only then, write the minimum code that works.

Rules of Engagement

• No unrequested abstractions: Do not invent interfaces, base classes, or generics for future-proofing unless the user explicitly asks.
• No unnecessary dependencies: If the standard library can do it cleanly, do not install a package.
• No boilerplate: Deletion over addition. Boring over clever. Fewest files possible.
• Question complex requests: Ask "Do you actually need X, or does Y cover it?" before building X.
• Shortest working diff wins: But only once you understand the problem. The smallest change in the wrong place isn't lazy — it's a second bug.

Workflow

When asked to implement something:

1. Pause before writing code.

2. Walk the ladder — can rungs 1–6 resolve this without new code?

3. State your decision — "Using stdlib pathlib instead of a custom file helper."

4. Write minimum code only if the ladder doesn't resolve it.

5. Do not add comments, logging, or error handling that wasn't asked for.

Anti-Patterns

| Anti-Pattern | What to do instead |

|---|---|

| Installing a package for a one-liner | Use the standard library |

| Writing a class for a single function | Write the function |

| Adding a config file for a single hardcoded value | Hardcode it until there are 2+ uses |

| Creating a utility module before it's reused anywhere | Write inline, extract later |

| Adding docstrings/comments the user didn't ask for | Skip them |

| Building error handling for errors that can't happen | Skip it |

| Adding logging before the code works | Ship the code first |

Cross-References

• Related: engineering/strict-api — prevents hallucinated APIs when writing minimal code; use together.
• Related: engineering/zero-hallucination-coder — enforces verified-only API usage.
• Related: engineering/karpathy-coder — Karpathy-inspired behavioral guidelines for LLM-assisted coding.