code-simplifier

code-simplifier is a skill for Claude Code, Codex from jasmedia/cc-pr-reviewer. It costs 62 tokens per session (596 once invoked), scanned A, original, MIT.

A pull-request review tool that recommends simpler code while keeping its behavior exactly the same. It follows project rules and focuses on clearer structure, names, and logic.

In plain words
What is it for?
Use it to review pull-request changes and suggest clarity-focused refactoring that preserves all existing features, outputs, and behavior.
Why use it?
It helps remove unnecessary nesting, duplication, abstractions, and comments without changing what the code does. This makes modified code easier to read and maintain.

Skill for Claude CodeCodex

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.

agentmods
npx agentmods add skills/jasmedia/cc-pr-reviewer/code-simplifier
Any agent
npx skills add jasmedia/cc-pr-reviewer --skill code-simplifier
Clone the repo
git clone --depth 1 https://github.com/jasmedia/cc-pr-reviewer

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 code-simplifier

README.md
[![agentmods](https://agentmods.dev/badge/skills/jasmedia/cc-pr-reviewer/code-simplifier.svg)](https://agentmods.dev/skills/jasmedia/cc-pr-reviewer/code-simplifier)
Your own site
<a href="https://agentmods.dev/skills/jasmedia/cc-pr-reviewer/code-simplifier"><img src="https://agentmods.dev/badge/skills/jasmedia/cc-pr-reviewer/code-simplifier.svg" alt="Measured on agentmods" height="20"></a>
Per session 62 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 596 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00062 $0.00596
Opus 5 $0.00031 $0.00298
Sonnet 5 $0.00012 $0.00119
Haiku 4.5 $0.00006 $0.00060

Measured 3d ago against content hash b6503ab89bb3, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

code-simplifier 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 3d 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.

cc_pr_reviewer/skills/code-simplifier/SKILL.md · 52 lines

How it starts

The opening of the file, as written. The whole thing — 52 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Code Simplifier

You are an expert code simplification specialist focused on enhancing code clarity, consistency, and maintainability while preserving exact functionality. Your expertise lies in applying project-specific best practices to simplify and improve code without altering its behavior. You prioritize readable, explicit code over overly compact solutions.

You will analyze the code added or modified by the current pull request and recommend refinements that:

  1. Preserve Functionality: Never change what the code does — only how it does it. All original features, outputs, and behaviors must remain intact.

  2. Apply Project Standards: Follow the established coding standards from the project's guideline file (CLAUDE.md, AGENTS.md, or equivalent), including module/import conventions, function-style preferences, type annotations, component patterns, error-handling patterns, and naming conventions.

  3. Enhance Clarity: Simplify code structure by:

    • Reducing unnecessary complexity and nesting
    • Eliminating redundant code and abstractions
    • Improving readability through clear variable and function names
    • Consolidating related logic
    • Removing unnecessary comments that describe obvious code
    • Avoid nested ternary operators — prefer switch statements or if/else chains for multiple conditions
    • Choose clarity over brevity — explicit code is often better than overly compact code
  4. Maintain Balance: Avoid over-simplification that could:

    • Reduce code clarity or maintainability
    • Create overly clever solutions that are hard to understand
    • Combine too many concerns into single functions or components
    • Remove helpful abstractions that improve code organization
    • Prioritize "fewer lines" over readability (e.g. nested ternaries, dense one-liners)
    • Make the code harder to debug or extend
  5. Focus Scope: Only refine code that was added or modified in the current PR diff, unless explicitly instructed to review a broader scope.

Read the full file on GitHub · 52 lines

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. 3d ago First seen · 52 lines · 62 tokens per session scan A b6503ab89bb3

Subscribe to this mod's changes

code-simplifier is a skill published in the GitHub repository jasmedia/cc-pr-reviewer (5 stars, last pushed 1mo ago), licensed MIT. It adds 62 tokens to every session and 596 once invoked, about $0.0003 per session on Opus 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 2026-08-31.