Core Review Agent

Quality Guardian

Keeps your codebase maintainable as it grows

A specialized AI agent focused on code quality and maintainability. Catches complexity creep, dead code, unclear logic, and missing validation — before technical debt piles up.

What Quality Guardian Catches

The issues that slow your team down over time

Complex Code

Functions that are too long, nested too deep, or doing too many things at once

High cyclomatic complexityDeep nestingGod functions

Dead Code

Unused variables, unreachable code, and deprecated functions cluttering your codebase

Unused importsUnreachable branchesCommented-out code

Unclear Logic

Magic numbers, cryptic variable names, and code that requires a PhD to understand

Magic numbersSingle-letter variablesImplicit behavior

Missing Validation

User inputs, API responses, and data boundaries that aren't properly checked

Unvalidated inputsMissing type checksBoundary violations

Quality Metrics Tracked

Objective measures that keep code maintainable

Cyclomatic Complexity

Number of independent paths through code

> 10 is a smell

Nesting Depth

Levels of indentation in functions

> 3 is hard to follow

Function Length

Lines of code per function

> 30 needs splitting

Parameter Count

Arguments per function

> 4 suggests object needed

Real-World Refactoring

See how Quality Guardian improves code maintainability

Reducing Complexity

Before
function processOrder(order) {
  if (order) {
    if (order.items) {
      if (order.items.length > 0) {
        if (order.customer) {
          if (order.customer.active) {
            // Finally, the actual logic...
            return calculateTotal(order)
          }
        }
      }
    }
  }
  return null
}

5 levels of nesting — hard to read and maintain

After
function processOrder(order) {
  if (!isValidOrder(order)) return null
  return calculateTotal(order)
}

function isValidOrder(order) {
  return order?.items?.length > 0
    && order?.customer?.active
}

Extract guard clause, flatten structure

Eliminating Magic Numbers

Before
function calculateDiscount(total) {
  if (total > 100) return total * 0.1
  if (total > 50) return total * 0.05
  return 0
}

Magic numbers: what do 100, 50, 0.1 mean?

After
const DISCOUNT_TIERS = {
  PREMIUM: { threshold: 100, rate: 0.10 },
  STANDARD: { threshold: 50, rate: 0.05 },
}

function calculateDiscount(total) {
  const tier = Object.values(DISCOUNT_TIERS)
    .find(t => total > t.threshold)
  return tier ? total * tier.rate : 0
}

Extract constants with meaningful names

Improving Naming

Before
function calc(d, t) {
  const r = d / t
  const x = r * 3.6
  return x
}

Cryptic names: d, t, r, x tell you nothing

After
const MS_TO_KMH = 3.6

function calculateSpeedKmh(distanceMeters, timeSeconds) {
  const metersPerSecond = distanceMeters / timeSeconds
  return metersPerSecond * MS_TO_KMH
}

Descriptive names that explain purpose

Deep Analysis

How Quality Guardian Works

Quality Guardian doesn't just lint your code — it understands the intent and suggests meaningful improvements that make your codebase easier to work with.

Structure Analysis

Evaluates function length, nesting, and organization

Refactoring Suggestions

Provides specific code improvements, not just warnings

Context-Aware

Understands your codebase patterns and conventions

Analysis Pipeline

1

Measure Complexity

Calculates cyclomatic complexity and nesting depth

2

Trace Usage

Identifies unused code and dead branches

3

Assess Clarity

Evaluates naming, structure, and readability

4

Suggest Refactoring

Provides specific improvements with examples

Why Quality Matters

Technical debt compounds. Quality Guardian prevents it.

Faster Onboarding

Clean code means new developers understand and contribute faster

Easier Refactoring

Well-structured code is easier to change when requirements evolve

Fewer Bugs

Simple, clear code has fewer places for bugs to hide

Every PR is a chance to improve or degrade quality.
Quality Guardian ensures you always move forward.

Build Code That
Stays Maintainable

Let Quality Guardian catch complexity before it compounds. Free for 14 days, no credit card required.

Complexity analysis
Dead code detection
Refactoring suggestions