mate-simplify-code

mate-simplify-code is a skill for Claude Code from uniqbit-ag/mate-cli. It costs 52 tokens per session (6,027 once invoked), scanned A, a copy of code-simplification, MIT.

A code-refactoring process that makes working code easier to read and maintain without changing what it does.

In plain words
What is it for?
Use it to simplify code after a feature works, address readability issues found in code review, and run relevant tests after each change.
Why use it?
It reduces unnecessary complexity such as deeply nested logic, long functions, and unclear names while keeping behavior intact.

Skill for Claude Code

Written for Claude Code: disable-model-invocation in frontmatter. Also seen: mentions CLAUDE.md.

Good fit Use it to simplify code after a feature works, address readability issues found in code review, and run relevant tests after each change.

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Install with agentmods
npx agentmods add skills/uniqbit-ag/mate-cli/mate-simplify-code
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 uniqbit-ag/mate-cli --skill mate-simplify-code
Clone the repo
git clone --depth 1 https://github.com/uniqbit-ag/mate-cli

Made for: Claude Code.

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 mate-simplify-code

README.md
[![agentmods](https://agentmods.dev/badge/skills/uniqbit-ag/mate-cli/mate-simplify-code/github.svg)](https://agentmods.dev/skills/uniqbit-ag/mate-cli/mate-simplify-code)
Your own site
<a href="https://agentmods.dev/skills/uniqbit-ag/mate-cli/mate-simplify-code"><img src="https://agentmods.dev/badge/skills/uniqbit-ag/mate-cli/mate-simplify-code/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 mate-simplify-code

Your own site · 80×15
<a href="https://agentmods.dev/skills/uniqbit-ag/mate-cli/mate-simplify-code"><img src="https://agentmods.dev/badge/skills/uniqbit-ag/mate-cli/mate-simplify-code.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 52 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 6,027 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.
Origin 89% copy Near-identical to another mod 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 $0.00052 $0.06027
Opus 5.5 $0.00021 $0.02411
Sonnet 5.5 $0.00010 $0.01205
Haiku 4.5 $0.00005 $0.00603

Measured 5d ago against content hash 9e3186d08c52, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

mate-simplify-code 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 5d 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.

Origin

This is a copy

89% identical to code-simplification — 345 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

packages/mate-core/src/templates/mate-skills/agents/mate-simplify-code/SKILL.md · 513 lines

How it starts

The opening of the file, as written. The whole thing — 513 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Mate Simplify Code

Overview

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 this faster than the original?"

Mate Workflow

  • Inspect the requested scope and its callers, callees, and tests before editing. Use the available code-graph tools before broad source scans.
  • Keep the refactor limited to the requested scope; do not make unrelated cleanup changes.
  • Do not modify tests merely to make a refactor pass.
  • Format touched files with the project's own formatter — detect it first (see Principle 2); never run a formatter the project has not adopted.
  • Run mate cap index --tokensave after code changes.
  • Never commit, push, or create a pull request unless the user explicitly asks.

When NOT to Use

  • Code is already clean and readable — don't simplify for the sake of it
  • You don't understand what the code does yet — comprehend before you simplify
  • The code is performance-critical and the "simpler" version would be measurably slower
  • You're about to rewrite the module entirely — simplifying throwaway code wastes effort

The Five Principles

1. Preserve Behavior Exactly

Don't change what the code does — only how it expresses it. All inputs, outputs, side effects, error behavior, and edge cases must remain identical. If you're not sure a simplification preserves behavior, don't make it.

ASK BEFORE EVERY CHANGE:
→ Does this produce the same output for every input?
→ Does this maintain the same error behavior?
→ Does this preserve the same side effects and ordering?
→ Do all existing tests still pass without modification?

2. Follow Project Conventions

Simplification means making code more consistent with the codebase, not imposing external preferences. Before simplifying:

1. Read CLAUDE.md / project conventions
2. Study how neighboring code handles similar patterns
3. Match the project's style for:
   - Import ordering and module system
   - Function declaration style
   - Naming conventions
   - Error handling patterns
   - Type annotation depth

Read the full file on GitHub · 513 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. 5d ago Changed · +6 lines 9e3186d08c52
  2. 23d ago Changed · +3 lines 6fff7fff920c
  3. 1mo ago Changed · +160 lines 5dd2abc9571b
  4. 1mo ago First seen · 344 lines · 52 tokens per session scan A f0d8f4ab643f

Subscribe to this mod's changes

mate-simplify-code is a skill published in the GitHub repository uniqbit-ag/mate-cli (12 stars, last pushed today), licensed MIT. It adds 52 tokens to every session and 6,027 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 89% identical to code-simplification, differing in 345 lines, and is treated as a copy.