Ponytail
DavidObando/gsharp
Forces the laziest solution that actually works, simplest, shortest, most minimal.
A skill your agent uses when you need to review and refactor code to make it simpler, more maintainable, and easier to understand.
Install Code Simplification
$ npx skills add sammcj/agentic-coding --skill code-simplification -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install sammcj/agentic-coding code-simplification --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/sammcj/agentic-coding.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Skills/code-simplification .claude/skills/code-simplification && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "code-simplification" agent skill from https://github.com/sammcj/agentic-coding/tree/main/Skills/code-simplification into .claude/skills/code-simplification/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-simplification", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/sammcj/agentic-coding/tree/main/Skills/code-simplificationType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add sammcj/agentic-coding --skill code-simplification -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install sammcj/agentic-coding code-simplification --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sammcj/agentic-coding.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Skills/code-simplification .agents/skills/code-simplification && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "code-simplification" agent skill from https://github.com/sammcj/agentic-coding/tree/main/Skills/code-simplification into .agents/skills/code-simplification/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-simplification", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add sammcj/agentic-coding --skill code-simplification -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install sammcj/agentic-coding code-simplification --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sammcj/agentic-coding.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Skills/code-simplification .cursor/skills/code-simplification && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "code-simplification" agent skill from https://github.com/sammcj/agentic-coding/tree/main/Skills/code-simplification into .cursor/skills/code-simplification/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-simplification", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/sammcj/agentic-coding.git --path Skills/code-simplification--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add sammcj/agentic-coding --skill code-simplification -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install sammcj/agentic-coding code-simplification --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sammcj/agentic-coding.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Skills/code-simplification .gemini/skills/code-simplification && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "code-simplification" agent skill from https://github.com/sammcj/agentic-coding/tree/main/Skills/code-simplification into .gemini/skills/code-simplification/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-simplification", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install sammcj/agentic-coding code-simplificationInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add sammcj/agentic-coding --skill code-simplification -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/sammcj/agentic-coding.git skills-src && mkdir -p .github/skills && cp -r skills-src/Skills/code-simplification .github/skills/code-simplification && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "code-simplification" agent skill from https://github.com/sammcj/agentic-coding/tree/main/Skills/code-simplification into .github/skills/code-simplification/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-simplification", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add sammcj/agentic-coding --skill code-simplification -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install sammcj/agentic-coding code-simplification --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sammcj/agentic-coding.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Skills/code-simplification .opencode/skills/code-simplification && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "code-simplification" agent skill from https://github.com/sammcj/agentic-coding/tree/main/Skills/code-simplification into .opencode/skills/code-simplification/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "code-simplification", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
code-simplification- GitHub stars
- 162
- Token cost
- ~856 tokens
- SKILL.md length
- 418 words
- Files
- 1
- Skills in repo
- 65
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
A skill your agent uses when you need to review and refactor code to make it simpler, more maintainable, and easier to understand.
- Works in 6 steps: Identify Complexity Hotspots → Propose Simplifications → Maintain Functionality → …
- You need to review and refactor code to make it simpler
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- More maintainable
What it does
Code Simplification is an agent skill from sammcj/agentic-coding. Use this skill when you need to review and refactor code to make it simpler, more maintainable, and easier to understand. Helps with identifying overly complex solutions, unnecessary abstractions.
Its SKILL.md is about 860 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Development, covering Code simplification and Refactoring. The repository describes itself as: Agentic Coding Rules, Templates etc... The licence is Apache-2.0.
When your agent uses it
- You need to review and refactor code to make it simpler
- More maintainable
- Easier to understand
Example prompts
- “/code-simplification”
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Identify Complexity Hotspots
- Propose Simplifications
- Maintain Functionality
- Provide Clear Refactoring Steps
- Consider Context
- Consider requirements
What it can do on your machine
Read from SKILL.md and the folder at commit 415ac71. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Code Simplification loads about 856 tokens when it runs. Until then it costs about 54 tokens; SKILL.md has 418 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
The full file from sammcj/agentic-coding at commit 415ac71, republished under its Apache-2.0 licence (© sammcj). 418 words, ~856 tokens.
Download SKILL.mdSave it as
.claude/skills/code-simplification/SKILL.md (or your agent's skills folder).- name
- code-simplification
- description
- Use this skill when you need to review and refactor code to make it simpler, more maintainable, and easier to understand. Helps with identifying overly complex solutions, unnecessary abstractions.
The information outlined here aims to help you become an expert system architect and developer with an unwavering commitment to code simplicity.
When focusing on code simplification it is your mission to identify and eliminate unnecessary complexity wherever it exists, transforming convoluted solutions into elegant, maintainable code.
Your core principles:
- Simplicity First: Every line of code should have a clear purpose. If it doesn't contribute directly to solving the problem, it shouldn't exist.
- Readability Over Cleverness: Code is read far more often than it's written. Optimise for human understanding, not for showing off technical prowess.
- Minimal Abstractions: Only introduce abstractions when they genuinely reduce complexity. Premature abstraction is a form of complexity.
- Clear Intent: Code should express what it does, not how it does it. The 'why' should be obvious from reading the code.
When reviewing code, you will:
Identify Complexity Hotspots:
- Deeply nested conditionals or loops
- Functions doing too many things
- Unnecessary design patterns or abstractions
- Overly generic solutions for specific problems
- Complex boolean logic that could be simplified
- Redundant code or repeated patterns
Propose Simplifications:
- Break down complex functions into smaller, focused ones
- Replace nested conditionals with early returns or guard clauses
- Eliminate intermediate variables that don't add clarity
- Simplify data structures when possible
- Remove unused parameters, methods, or classes
- Convert complex boolean expressions to well-named functions
Maintain Functionality:
- Ensure all simplifications preserve the original behaviour
- Consider edge cases and error handling
- Maintain or improve performance characteristics
- Keep necessary complexity that serves a real purpose
Provide Clear Refactoring Steps:
- Explain why each change improves simplicity
- Show before/after comparisons
- Prioritise changes by impact
- Suggest incremental refactoring when dealing with large changes
Consider Context:
- Respect project-specific patterns from CLAUDE.md files
- Align with established coding standards
- Consider the skill level of the team maintaining the code
- Balance simplicity with other requirements like performance or security
Consider requirements:
- Don't remove essential requirements for the proposed or implemented solution.
- Ensure that no functionality is lost. If you want to remove functionality, ask for feedback whether that is required.
Show full SKILL.md (77 more words)Show less
Your communication style:
- Be direct and specific about complexity issues
- Provide concrete examples of simplified code
- Explain the benefits of each simplification
- Acknowledge when complexity is necessary and justified
- Focus on actionable improvements, not criticism
Remember: The best code is not the code that does the most, but the code that does exactly what's needed with the least cognitive overhead. Every simplification you suggest should make the codebase more approachable for the next developer who reads it.
© sammcj, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in Skills/code-simplification of sammcj/agentic-coding.
Open the folder on GitHubat commit 415ac71
Compare with similar skills
Code Simplification next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Code Simplification this skillsammcj/agentic-coding | 162 | — | ~856 | Automated safety check: Pass | Apache-2.0 | |
| PonytailDavidObando/gsharp | 564 | 8 repos | ~1.7k | Automated safety check: Pass | MIT | |
| Code Simplification for ego-litecitrolabs/ego-lite | 17k | — | ~1.2k | Automated safety check: Pass | MIT | |
| Refactor Pass for Simplicitystar-history/star-history | 9.6k | 1 repos | ~168 | Automated safety check: Pass | MIT | |
| RTK Rust Code Simplifierrtk-ai/rtk | 83k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | |
| Deslopmillionco/react-doctor | 15k | — | ~1.2k | Automated safety check: Pass | Custom licence |
Similar skills
Code Simplification for ego-lite
citrolabs/ego-lite
Finds and implements evidence-backed simplifications in the ego-lite repository, such as dead code, duplicated state and speculative abstractions, without hiding behavior changes.
Refactor Pass for Simplicity
star-history/star-history
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rtk-ai/rtk
Reviews RTK's Rust code for over-engineering and verbose patterns, applying idioms like iterator chains and early returns while protecting a specific list of constraints from being simplified away.
Deslop
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Simplify and refine recently modified code while preserving functionality.
Simplify Codebase
tt-a1i/simplify-codebase
Simplification audit or authorized codebase simplification whose stated objective is to remove accidental complexity.
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Categories
Questions about Code Simplification
What does Code Simplification do?
A skill your agent uses when you need to review and refactor code to make it simpler, more maintainable, and easier to understand. Code Simplification is an agent skill from sammcj/agentic-coding. Use this skill when you need to review and refactor code to make it simpler, more maintainable, and easier to understand.
When should I use Code Simplification?
Code Simplification fits situations like: you need to review and refactor code to make it simpler; more maintainable; easier to understand.
How do I install Code Simplification in Claude Code?
Run `npx skills add sammcj/agentic-coding --skill code-simplification -a claude-code`. Or copy the skill folder (Skills/code-simplification in sammcj/agentic-coding) into .claude/skills/code-simplification in your project. Claude Code loads it when a task matches its description.
How do I install Code Simplification in Codex?
Run `npx skills add sammcj/agentic-coding --skill code-simplification -a codex`. Or copy the skill folder (Skills/code-simplification in sammcj/agentic-coding) into .agents/skills/code-simplification in your project. Codex loads it when a task matches its description.
Can I use Code Simplification in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add sammcj/agentic-coding --skill code-simplification -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/code-simplification, .gemini/skills/code-simplification, .github/skills/code-simplification and .opencode/skills/code-simplification in your project.
What does Code Simplification need to run?
SKILL.md names no scripts, command-line tools or credentials: Code Simplification is instructions for the agent only.
Does Code Simplification access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Code Simplification safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Code Simplification use?
Code Simplification is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Code Simplification use?
About 856 tokens (SKILL.md is roughly 3.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Code Simplification?
Skills that share tags, products or a category with Code Simplification: Ponytail (DavidObando/gsharp, 564 stars), Code Simplification for ego-lite (citrolabs/ego-lite, 17k stars), Refactor Pass for Simplicity (star-history/star-history, 9.6k stars) and RTK Rust Code Simplifier (rtk-ai/rtk, 83k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Code Simplification?
sammcj (a GitHub user) maintains it in sammcj/agentic-coding, which has 162 GitHub stars. The repository holds 65 skills in this directory. The repository was last updated on October 5, 2026.
Source: sammcj/agentic-coding on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.