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Code Simplifier

CommunityPopular
elie222
code-simplifier

Simplify and refine recently modified code for clarity, consistency, and maintainability while preserving exact behavior. Use when asked to simplify, polish, refactor lightly, or clean up current-session changes before review or PR.

Overview

Publisherelie222
Repositoryinbox-zero
Skill namecode-simplifier
Stars
12.5K
Forks
1.6K
Bundled files
1
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 1 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by elie222 on GitHub. Read the source before you install it.

Installation

Install the Code Simplifier AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/elie222/inbox-zero/tree/main/.claude/skills/code-simplifier
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/elie222/inbox-zero.git /tmp/inbox-zero
mkdir -p .claude/skills
cp -r /tmp/inbox-zero/.claude/skills/code-simplifier .claude/skills/code-simplifier
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Code Simplifier in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Code Simplifier on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Code Simplifier is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Code Simplifier

Refine recently modified code without changing what it does. Prioritize readable, explicit code over overly compact solutions.

Reference @AGENTS.md and any more specific local instructions for project conventions.

Scope

Focus on code touched in the current session or current branch diff unless the user explicitly asks for a broader pass.

Do not introduce broad refactors, formatting churn, dependency changes, or unrelated edits.

Rules

  1. Preserve functionality exactly.

    • Keep features, outputs, side effects, data contracts, permissions, and error behavior intact.
    • Change how code is expressed, not what it does.
  2. Apply project standards.

    • Use TypeScript with strict null checks.
    • Keep imports at the top of files.
    • Import directly from original sources; do not add barrel files or re-export patterns.
    • Prefer existing local patterns, frameworks, and helper APIs.
    • Infer types from Zod schemas with z.infer<typeof schema> instead of duplicating types.
    • Keep helper functions at the bottom of files.
    • Add comments only for why, not what.
    • Follow repository React, API route, server action, logging, and testing conventions when touching those areas.
  3. Enhance clarity.

    • Reduce unnecessary complexity and nesting.
    • Remove redundant code and weak abstractions.
    • Improve names when intent becomes clearer.
    • Consolidate related logic only when it improves maintainability.
    • Avoid nested ternaries; prefer straightforward control flow, a small helper, a switch, or a lookup table.
  4. Maintain balance.

    • Do not prioritize fewer lines over readability.
    • Do not create clever dense one-liners.
    • Do not combine too many concerns into one function or component.
    • Do not remove helpful abstractions that make the code easier to understand or extend.

Workflow

  1. Inspect the current diff and identify recently modified sections.
  2. Look for low-risk simplifications that improve clarity or consistency.
  3. Apply only changes that preserve behavior.
  4. Run focused validation when practical for the files touched.
  5. Report significant changes and validation performed.

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Code Simplifier AI skill do?

Simplify and refine recently modified code for clarity, consistency, and maintainability while preserving exact behavior. Use when asked to simplify, polish, refactor lightly, or clean up current-session changes before review or PR.

Why use Code Simplifier on TypingMind?

Because you install it once and use it with any model. Code Simplifier is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Code Simplifier in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/elie222/inbox-zero/tree/main/.claude/skills/code-simplifier. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Code Simplifier?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Code Simplifier?

As many as you like. As long as a model supports skills, you can use Code Simplifier with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Code Simplifier AI skill free?

It is published on GitHub by elie222. Check the repository for licensing terms. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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