Simplifies code for clarity. Use when refactoring code for clarity.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Code Simplification
> Inspired by the [Claude Code Simplifier plugin](https://github.com/anthropics/claude-plugins-official/blob/main/plugins/code-simplifier/agents/code-simplifier.md). Adapted here as a model-agnostic, process-driven skill for any AI coding agent.
## Overview
Simplify code by reducing complexity while preserving exact behavior. The goal is not fewer lines — it's code that is easier to read, understand, modify, and debug. Every simplification must pass a simple test: "Would a new team member understand this faster than the original?"
## When to Use
- After a feature is working and tests pass, but the implementation feels heavier than it needs to be
- During code review when readability or complexity issues are flagged
- When you encounter deeply nested logic, long functions, or unclear names
- When refactoring code written under time pressure
- When consolidating related logic scattered across files
- After merging changes that introduced duplication or inconsistency
**When NOT to use:**
- Code is already clean and readable — don't simplify for the sake of it
- You don't understand what the code does yet — comprehend before you simplify
…
The line at the top of this page pins the label git:20260610.c645100, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
GET https://markdownregistry.com/api/v1/artifacts/art_szo3qftq5d6m7zyc
GET https://markdownregistry.com/api/v1/resolve?ref=nota-america/forgecat-agent-profiles/code-simplification
GET https://markdownregistry.com/api/v1/blob/96afab74e5a61ca987a4e30d47d78c653535e955b079653596ce725a4dfe37a6
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
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nota-america/forgecat-agent-profiles · profiles/addyosmani/agent-skills/for-claude/.claude/skills/documentation-and-adrs/SKILL.md · Records decisions and documentation. Use when you need to document
nota-america/forgecat-agent-profiles · profiles/addyosmani/agent-skills/for-claude/.claude/skills/doubt-driven-development/SKILL.md · Subjects every non-trivial decision to a fresh-context adversarial
nota-america/forgecat-agent-profiles · profiles/addyosmani/agent-skills/for-claude/.claude/skills/git-workflow-and-versioning/SKILL.md · Structures git workflow practices. Use when making any code change.
addyosmani/agent-skills · skills/code-simplification/SKILL.md · Simplifies code for clarity. Use when refactoring code for clarity without changing behavior. Use when code works but…
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shashankswe2020-ux/whoop-mcp · .github/skills/code-simplification/SKILL.md · Simplifies code for clarity. Use when refactoring code for clarity without changing behavior. Use when code works but…
nota-america/forgecat-agent-profiles · profiles/addyosmani/agent-skills/for-codex/.agents/skills/code-simplification/SKILL.md · Simplifies code for clarity. Use when refactoring code for clarity without changing behavior. Use when code works but…
nota-america/forgecat-agent-profiles · profiles/addyosmani/agent-skills/for-cursor/.cursor/skills/code-simplification/SKILL.md · Simplifies code for clarity. Use when refactoring code for clarity without changing behavior. Use when code works but…
nota-america/forgecat-agent-profiles · profiles/addyosmani/agent-skills/for-forgecat/platforms/cursor/.cursor/skills/code-simplification/SKILL.md · Simplifies code for clarity. Use when refactoring code for clarity without changing behavior. Use when code works but…
nota-america/forgecat-agent-profiles · profiles/addyosmani/agent-skills/for-forgecat/platforms/codex/.agents/skills/code-simplification/SKILL.md · Simplifies code for clarity. Use when refactoring code for clarity without changing behavior. Use when code works but…