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Code Simplifier

Community
feiskyer
code-simplifier

Simplify existing code for clarity and maintainability without changing behavior. Use when asked to clean up or simplify code, especially recent changes.

Overview

Publisherfeiskyer
Repositorycodex-settings
Skill namecode-simplifier
Stars
247
Forks
35
Bundled files
1
LicenseMIT
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 feiskyer 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/feiskyer/codex-settings/tree/main/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/feiskyer/codex-settings.git /tmp/codex-settings
mkdir -p .claude/skills
cp -r /tmp/codex-settings/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

Make code easier to understand and maintain without changing what it does. Prefer readable, explicit code over compact or clever rewrites.

Scope and conventions

Use the user's named files or diff. Otherwise, focus on code touched in the current task or clearly identified recent changes; ask for a target if none is evident. Inspect surrounding code as needed without turning a local cleanup into a repository-wide refactor. For review-only requests, propose changes without editing.

Follow applicable project guidance, such as AGENTS.md or CLAUDE.md, and the conventions in nearby code. Derive import style, function syntax, type annotations, framework patterns, and error handling from that project rather than imposing a different style.

Refinement criteria

  • Preserve observable behavior, including public interfaces, outputs, errors, side effects, and evaluation order. Treat bug fixes or behavior changes as separate work unless requested.
  • Reduce unnecessary nesting, duplication, and indirection where doing so makes the logic easier to follow. Keep helpful abstractions and separate unrelated concerns.
  • Improve names and remove comments that merely restate the code; retain comments that explain intent or non-obvious constraints.
  • Prefer explicit branches over nested ternaries or dense one-liners when they obscure the logic. Fewer lines alone is not an improvement.

Completion

Finish the scoped cleanup and validate it using checks appropriate to the change and the repository's requirements. For non-obvious rewrites, check relevant edge cases against the original behavior. If behavioral equivalence remains unclear, retain the original form and explain the limitation.

Report significant refinements, checks run, and any remaining validation gaps. If no worthwhile simplification is found, say so without manufacturing edits.

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 existing code for clarity and maintainability without changing behavior. Use when asked to clean up or simplify code, especially recent changes.

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/feiskyer/codex-settings/tree/main/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?

Yes. It is published on GitHub by feiskyer under the MIT license. 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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