Agent skill

Simplify

by akitaonrails in akitaonrails/my-skills

Simplifies code for clarity without changing behavior. An agent skill from akitaonrails/my-skills.

No licenceAuto-check passedDevelopment

Install Simplify

skills CLI
$ npx skills add akitaonrails/my-skills --skill simplify -a claude-code

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

GitHub CLI
$ gh skill install akitaonrails/my-skills 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/akitaonrails/my-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/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
216
Token cost
~1.2k tokens
SKILL.md length
641 words
Files
3
Skills in repo
18
Repo updated
First seen
Licence
None found

At a glance

Simplifies code for clarity without changing behavior. An agent skill from akitaonrails/my-skills.

  • Works in 9 steps: Preserve Behavior Exactly → Follow Project Conventions → Prefer Clarity Over Cleverness → …
  • Maintainability
  • SKILL.md covers Overview, When to Use, The Five Principles and Process, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Simplify is an agent skill from akitaonrails/my-skills. Simplifies code for clarity without changing behavior. Use for readability, maintainability, and complexity reduction after behavior is understood.

Its SKILL.md is about 1.2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `README.md` and `codemap.md`).

It sits in Development, covering Plain language and style rules. The repository describes itself as: akitaonrails' personal skills (not tailored for general usage).

When your agent uses it

  • Maintainability
  • Complexity reduction after behavior is understood

Example prompts

  • “Use the simplify skill to simplify code for clarity without changing behavior. An agent skill from akitaonrails/my-skills”
  • “/simplify”

Workflow steps

9 steps, taken from the step headings in SKILL.md.

  1. Preserve Behavior Exactly
  2. Follow Project Conventions
  3. Prefer Clarity Over Cleverness
  4. Maintain Balance
  5. Scope to What Changed
  6. Understand Before Touching
  7. Look for Simplification Opportunities
  8. Apply Changes Incrementally
  9. Verify the Result

What it can do on your machine

Read from SKILL.md and the folder at commit 285ca82. 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 1.2k tokens when it runs. Until then it costs about 39 tokens; SKILL.md has 641 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~39
When it runs · the whole SKILL.md, loaded when a task matches
~1.2k

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

Without a licence we can't republish the file, so here is its outline and opening line. It has 641 words (~1,183 tokens).

“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…”

— opening of SKILL.md by akitaonrails
name
simplify

Read the full SKILL.md on GitHub

Files

SKILL.md and 2 other files in simplify of akitaonrails/my-skills.

  • SKILL.md
  • README.md
  • codemap.md

Open the folder on GitHubat commit 285ca82

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 skillakitaonrails/my-skills216—~1.2kAutomated safety check: PassNone
Issue BriefVasiHemanth/tokentelemetry377—~1.5kAutomated safety check: PassMIT
Jgrepkeltokhy/jgrep136—~1.1kAutomated safety check: PassMIT
Agent Stylepchalasani/claude-code-tools2k—~1.4kAutomated safety check: PassMIT
Changelog Style Ruleshardisgroupcom/sfdx-hardis403—~1.4kAutomated safety check: PassAGPL-3.0
Tabler Docs Writertabler/tabler42k—~2.5kAutomated safety check: PassMIT

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Questions about Simplify

What does Simplify do?

Simplifies code for clarity without changing behavior. An agent skill from akitaonrails/my-skills. Simplify is an agent skill from akitaonrails/my-skills. Simplifies code for clarity without changing behavior.

When should I use Simplify?

Simplify fits situations like: maintainability; complexity reduction after behavior is understood.

How do I install Simplify in Claude Code?

Run `npx skills add akitaonrails/my-skills --skill simplify -a claude-code`. Or copy the skill folder (simplify in akitaonrails/my-skills) 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 akitaonrails/my-skills --skill simplify -a codex`. Or copy the skill folder (simplify in akitaonrails/my-skills) 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 akitaonrails/my-skills --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?

No licence was found for Simplify or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Simplify use?

About 1.2k tokens (SKILL.md is roughly 4.7k 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: Issue Brief (VasiHemanth/tokentelemetry, 377 stars), Jgrep (keltokhy/jgrep, 136 stars), Agent Style (pchalasani/claude-code-tools, 2k stars) and Changelog Style Rules (hardisgroupcom/sfdx-hardis, 403 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Simplify?

akitaonrails (a GitHub user) maintains it in akitaonrails/my-skills, which has 216 GitHub stars. The repository holds 18 skills in this directory. The repository was last updated on September 23, 2026.

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