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Refactoring Patterns

Community
proffesor-for-testing
refactoring-patterns

Apply safe refactoring patterns to improve code structure without changing behavior. Use when cleaning up code, reducing technical debt, or improving maintainability.

Overview

Publisherproffesor-for-testing
Repositoryagentic-qe
Skill namerefactoring-patterns
Stars
480
Forks
92
Bundled files
2
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 2 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by proffesor-for-testing on GitHub. Read the source before you install it.

Installation

Install the Refactoring Patterns AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/proffesor-for-testing/agentic-qe.git /tmp/agentic-qe
mkdir -p .claude/skills
cp -r /tmp/agentic-qe/assets/skills/refactoring-patterns .claude/skills/refactoring-patterns
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Refactoring Patterns in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Refactoring Patterns on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Refactoring Patterns is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Refactoring Patterns

<default_to_action> When refactoring:

  1. ENSURE tests pass (never refactor without tests)
  2. MAKE small change (one refactoring at a time)
  3. RUN tests (must stay green)
  4. COMMIT (save progress)
  5. REPEAT

Safe Refactoring Cycle:

bash
npm test               # Green ✅
# Make ONE small change
npm test               # Still green ✅
git commit -m "refactor: extract calculateTotal"
# Repeat

Code Smells → Refactoring:

SmellRefactoring
Long method (>20 lines)Extract Method
Large classExtract Class
Long parameter list (>3)Introduce Parameter Object
Duplicated codeExtract Method/Class
Complex conditionalDecompose Conditional
Magic numbersNamed Constants
Nested loopsReplace Loop with Pipeline

NEVER REFACTOR:

  • Without tests (write tests first)
  • When deadline is tomorrow
  • Code you don't understand
  • Code that works and won't be touched </default_to_action>

Quick Reference Card

Common Refactorings

PatternBeforeAfter
Extract Method50-line function5 small functions
Extract ClassClass doing 5 things5 single-purpose classes
Parameter Objectfn(a,b,c,d,e,f)fn(options)
Replace Conditionalif (type === 'a') {...}Polymorphism
PipelineNested loops.filter().map().reduce()

The Rule of Three

  1. First time → Just do it
  2. Second time → Wince and duplicate
  3. Third time → Refactor

Key Patterns

Extract Method

javascript
// Before: Long method
function processOrder(order) {
  // 50 lines of validation, calculation, saving, emailing...
}

// After: Clear responsibilities
function processOrder(order) {
  validateOrder(order);
  const pricing = calculatePricing(order);
  const saved = saveOrder(order, pricing);
  sendConfirmationEmail(saved);
  return saved;
}

Replace Loop with Pipeline

javascript
// Before
let results = [];
for (let item of items) {
  if (item.inStock) {
    results.push(item.name.toUpperCase());
  }
}

// After
const results = items
  .filter(item => item.inStock)
  .map(item => item.name.toUpperCase());

Decompose Conditional

javascript
// Before
if (order.total > 1000 && customer.isPremium && allInStock(order)) {
  return 'FREE_SHIPPING';
}

// After
function isEligibleForFreeShipping(order, customer) {
  return isLargeOrder(order) &&
         isPremiumCustomer(customer) &&
         allInStock(order);
}

Refactoring Anti-Patterns

❌ Anti-PatternProblem✅ Better
Without testsNo safety netWrite tests first
Big bangRewrite everythingSmall incremental steps
For perfectionEndless tweakingGood enough, move on
Premature abstractionPattern not clear yetWait for Rule of Three
During feature workMixed changesSeparate commits

Agent Integration

typescript
// Detect code smells
const smells = await Task("Detect Code Smells", {
  source: 'src/services/',
  patterns: ['long-method', 'large-class', 'duplicate-code']
}, "qe-quality-analyzer");

// Safe refactoring with test verification
await Task("Verify Refactoring", {
  beforeCommit: 'abc123',
  afterCommit: 'def456',
  expectSameBehavior: true
}, "qe-test-executor");

Agent Coordination Hints

Memory Namespace

aqe/refactoring/
├── smells/*          - Detected code smells
├── suggestions/*     - Refactoring recommendations
├── verifications/*   - Behavior preservation checks
└── history/*         - Refactoring log

Fleet Coordination

typescript
const refactoringFleet = await FleetManager.coordinate({
  strategy: 'refactoring',
  agents: [
    'qe-quality-analyzer',   // Identify targets
    'qe-test-generator',     // Add safety tests
    'qe-test-executor',      // Verify behavior
    'qe-test-refactorer'     // TDD refactor phase
  ],
  topology: 'sequential'
});

Related Skills


Remember

Refactoring is NOT:

  • Adding features
  • Fixing bugs
  • Performance optimization
  • Rewriting from scratch

Refactoring IS:

  • Improving structure
  • Making code clearer
  • Reducing complexity
  • Removing duplication
  • Without changing behavior

Always have tests. Always take small steps. Always keep tests green.

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Refactoring Patterns AI skill do?

Apply safe refactoring patterns to improve code structure without changing behavior. Use when cleaning up code, reducing technical debt, or improving maintainability.

Why use Refactoring Patterns on TypingMind?

Because you install it once and use it with any model. Refactoring Patterns is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Refactoring Patterns in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/proffesor-for-testing/agentic-qe/tree/main/assets/skills/refactoring-patterns. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Refactoring Patterns?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Refactoring Patterns?

As many as you like. As long as a model supports skills, you can use Refactoring Patterns with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Refactoring Patterns AI skill free?

Yes. It is published on GitHub by proffesor-for-testing under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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