simplify

simplify is a skill for Claude Code, Codex from Hmbown/CodeWhale. It costs 24 tokens per session (123 once invoked), scanned A, original, MIT.

A behavior-preserving cleanup workflow that makes code easier to understand and reduces needless complexity.

In plain words
What is it for?
Use it after confirming current behavior to simplify code in small steps and check that existing tests or reproductions still pass.
Why use it?
It separates clarity improvements from correctness fixes, reducing the risk that a refactor quietly changes how the software works.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it after confirming current behavior to simplify code in small steps and check that existing tests or reproductions still pass.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/hmbown/codewhale/simplify
About the project

Hmbown/CodeWhale is an open-source coding agent that runs in the terminal and is written in Rust. Developers use it to inspect repositories, edit files, run commands, and coordinate work with configurable model providers, skills, MCP servers, and approval controls; the catalogue entries extend its available workflows.

Hmbown/CodeWhale · 41,081 stars · on GitHub · codewhale.net

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add Hmbown/CodeWhale --skill simplify
Clone the repo
git clone --depth 1 https://github.com/Hmbown/CodeWhale

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for simplify

README.md
[![agentmods](https://agentmods.dev/badge/skills/hmbown/codewhale/simplify/github.svg)](https://agentmods.dev/skills/hmbown/codewhale/simplify)
Your own site
<a href="https://agentmods.dev/skills/hmbown/codewhale/simplify"><img src="https://agentmods.dev/badge/skills/hmbown/codewhale/simplify/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for simplify

Your own site · 80×15
<a href="https://agentmods.dev/skills/hmbown/codewhale/simplify"><img src="https://agentmods.dev/badge/skills/hmbown/codewhale/simplify.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 24 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 123 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00024 $0.00123
Opus 5.5 $0.00010 $0.00049
Sonnet 5.5 $0.00005 $0.00025
Haiku 4.5 $0.00002 $0.00012

Measured 1mo ago against content hash 9ad62b9622c9, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

simplify scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

crates/tui/assets/skills/simplify/SKILL.md · 20 lines

What it actually says

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.
Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago First seen · 20 lines · 24 tokens per session scan A 9ad62b9622c9

Subscribe to this mod's changes

simplify is a skill published in the GitHub repository Hmbown/CodeWhale (41,081 stars, last pushed 6d ago), licensed MIT. It adds 24 tokens to every session and 123 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.