Agent skill

Simplify

by codewhale-hq in codewhale-hq/Codewhale

Improve clarity and reduce needless complexity after behavior is understood; preserve behavior and keep cleanup separate from correctness fixes.

MITAuto-check passed

Install Simplify

skills CLI
$ npx skills add codewhale-hq/Codewhale --skill simplify -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install codewhale-hq/Codewhale simplify --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/codewhale-hq/Codewhale.git skills-src && mkdir -p .claude/skills && cp -r skills-src/crates/tui/assets/skills/simplify .claude/skills/simplify && rm -rf skills-src

Use ~/.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/

Facts

Skill name
simplify
GitHub stars
41k
Token cost
~155 tokens
SKILL.md length
57 words
Files
1
Skills in repo
63
Repo updated
First seen
Licence
MIT

At a glance

Improve clarity and reduce needless complexity after behavior is understood; preserve behavior and keep cleanup separate from correctness fixes.

  • Works in 3 steps: Confirm current behavior with tests or… → Reduce complexity in small, reviewable… → Keep behavior-preserving verification…
  • SKILL.md covers When to use, Non-goals and Workflow
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Simplify is an agent skill from codewhale-hq/Codewhale. Improve clarity and reduce needless complexity after behavior is understood; preserve behavior and keep cleanup separate from correctness fixes.

Its SKILL.md is about 160 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The repository describes itself as: Open-source coding agent for your terminal, built in Rust and on a journey of continuous community improvement. Issues and PRs welcome. The licence is MIT.

Example prompts

  • “/simplify”

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

  1. Confirm current behavior with tests or reproduction.
  2. Reduce complexity in small, reviewable steps.
  3. Keep behavior-preserving verification green.

What it can do on your machine

Read from SKILL.md and the folder at commit ad333fd. 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

Simplify loads about 155 tokens when it runs. Until then it costs about 38 tokens; SKILL.md has 57 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~38
When it runs · the whole SKILL.md, loaded when a task matches
~155

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 codewhale-hq/Codewhale at commit ad333fd, republished under its MIT licence (© codewhale-hq). 57 words, ~155 tokens.

Download SKILL.mdSave it as .claude/skills/simplify/SKILL.md (or your agent's skills folder).
name
simplify
description
Improve clarity and reduce needless complexity after behavior is understood; preserve behavior and keep cleanup separate from correctness fixes.
invocation
model+user

Simplify

When to use

Use after behavior is understood and the user wants clarity or less complexity.

Non-goals

  • Do not mix cleanup with speculative refactors that change behavior.
  • Do not “simplify” by deleting necessary safety checks.

Workflow

  1. Confirm current behavior with tests or reproduction.
  2. Reduce complexity in small, reviewable steps.
  3. Keep behavior-preserving verification green.

© codewhale-hq, MIT. 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 crates/tui/assets/skills/simplify of codewhale-hq/Codewhale.

Open the folder on GitHubat commit ad333fd

Compare with similar skills

Simplify 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.

Simplify compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Simplify this skillcodewhale-hq/Codewhale41k—~155Automated safety check: PassMIT
Refactor Method Complexity Reducegithub/awesome-copilot40k1 repos~1.1kAutomated safety check: PassMIT
Simplifyasgeirtj/system_prompts_leaks69k—~759Automated safety check: PassCC0-1.0
Simplified Englishpaperclipai/paperclip98k—~392Automated safety check: PassMIT
Reduced Motionthedaviddias/Front-End-Checklist74k—~534Automated safety check: PassMIT
Reduce System Complexitycitypaul/.dotfiles739—~4.1kAutomated safety check: PassMIT

Similar skills

  • Refactor Method Complexity Reduce

    github/awesome-copilot

    Official

    Refactor given method ${input:methodName} to reduce its cognitive complexity to ${input:complexityThreshold} or below, by extracting helper methods.

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  • Reduced Motion

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    A skill your agent uses when reviewing rendered HTML, interactive components, or design-system patterns related to Respect reduced motion preferences.

    74k GitHub stars~534 tokensUpdated yesterday
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  • Reduce System Complexity

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    Reduce total mechanism in a selected existing system or behavior path while conserving its agreed observable behavior and non-functional guarantees.

    739 GitHub stars~4.1k tokensUpdated 4 days ago
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Questions about Simplify

What does Simplify do?

Improve clarity and reduce needless complexity after behavior is understood; preserve behavior and keep cleanup separate from correctness fixes. Simplify is an agent skill from codewhale-hq/Codewhale. Improve clarity and reduce needless complexity after behavior is understood; preserve behavior and keep cleanup separate from correctness fixes.

How do I install Simplify in Claude Code?

Run `npx skills add codewhale-hq/Codewhale --skill simplify -a claude-code`. Or copy the skill folder (crates/tui/assets/skills/simplify in codewhale-hq/Codewhale) into .claude/skills/simplify in your project. Claude Code loads it when a task matches its description.

How do I install Simplify in Codex?

Run `npx skills add codewhale-hq/Codewhale --skill simplify -a codex`. Or copy the skill folder (crates/tui/assets/skills/simplify in codewhale-hq/Codewhale) into .agents/skills/simplify in your project. Codex loads it when a task matches its description.

Can I use Simplify 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 codewhale-hq/Codewhale --skill simplify -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/simplify, .gemini/skills/simplify, .github/skills/simplify and .opencode/skills/simplify in your project.

What does Simplify need to run?

SKILL.md names no scripts, command-line tools or credentials: Simplify is instructions for the agent only.

Does Simplify 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 Simplify 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 Simplify use?

Simplify is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Simplify use?

About 155 tokens (SKILL.md is roughly 620 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 Simplify?

Skills that share tags, products or a category with Simplify: Refactor Method Complexity Reduce (github/awesome-copilot, 40k stars), Simplify (asgeirtj/system_prompts_leaks, 69k stars), Simplified English (paperclipai/paperclip, 98k stars) and Reduced Motion (thedaviddias/Front-End-Checklist, 74k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Simplify?

codewhale-hq (a GitHub organization) maintains it in codewhale-hq/Codewhale, which has 41,067 GitHub stars. The repository holds 63 skills in this directory. The repository was last updated on October 7, 2026.

Source: codewhale-hq/Codewhale on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.