diff --git a/Guides/SlidingWindows.md b/Guides/SlidingWindows.md
new file mode 100644
index 00000000..85263243
--- /dev/null
+++ b/Guides/SlidingWindows.md
@@ -0,0 +1,64 @@
+# SlidingWindows
+
+[[Source](https://github.com/apple/swift-algorithms/blob/main/Sources/Algorithms/SlidingWindows.swift) | 
+ [Tests](https://github.com/apple/swift-algorithms/blob/main/Tests/SwiftAlgorithmsTests/SlidingWindowsTests.swift)]
+
+Break a collection into overlapping contiguous window subsequences where
+elements are slices from the original collection.
+
+The `slidingWindows(ofCount:)` method takes in a integer size and returns a collection 
+of subsequences.
+
+```swift
+let swift = "swift"
+
+let windowed = swift.slidingWindows(ofCount: 2) 
+// windowed == [ "sw", "wi", "if", "ft" ]
+```
+
+## Detailed Design
+
+The `slidingWindows(ofCount:)` is added as a method on an extension of  `Collection`
+
+```swift
+extension Collection {
+  public func slidingWindows(ofCount count: Int) -> SlidingWindows<Self> {
+    SlidingWindows(base: self, size: count)
+  }
+}
+```
+
+If a size larger than the collection length is specified, an empty collection is returned. 
+The first upper bound is computed eagerly because it determines if the collection 
+`startIndex` returns `endIndex`. 
+
+```swift
+[1, 2, 3].slidingWindows(ofCount: 5).isEmpty // true
+```
+
+The resulting `SlidingWindows` type is a collection, with conditional conformance to the 
+`BidirectionalCollection`, and `RandomAccessCollection`  when the base collection
+conforms.
+
+### Complexity
+
+The call to `slidingWindows(ofCount: k)` is O(_1_) if the collection conforms to 
+`RandomAccessCollection`, otherwise O(_k_). Access to the next window is O(_1_).
+
+### Naming
+
+The type `SlidingWindows` takes its name from the algorithm, similarly the method takes
+it's name from it too  `slidingWindows(ofCount: k)`. 
+
+The label on the method `ofCount` was chosen to create a consistent feel to the API 
+available in swift-algorithms repository. Inspiration was taken from 
+`combinations(ofCount:)` and  `permutations(ofCount:)`.
+
+Previously the name `windows` was considered but was deemed to potentially create 
+ambiguity with the Windows operating system. 
+
+### Comparison with other languages
+
+[rust](https://doc.rust-lang.org/std/slice/struct.Windows.html) has 
+`std::slice::Windows`  which is a method available on slices. It has the same 
+semantics as described here.
diff --git a/Sources/Algorithms/SlidingWindows.swift b/Sources/Algorithms/SlidingWindows.swift
new file mode 100644
index 00000000..1efe9604
--- /dev/null
+++ b/Sources/Algorithms/SlidingWindows.swift
@@ -0,0 +1,112 @@
+//===----------------------------------------------------------------------===//
+//
+// This source file is part of the Swift Algorithms open source project
+//
+// Copyright (c) 2020 Apple Inc. and the Swift project authors
+// Licensed under Apache License v2.0 with Runtime Library Exception
+//
+// See https://swift.org/LICENSE.txt for license information
+//
+//===----------------------------------------------------------------------===//
+
+//===----------------------------------------------------------------------===//
+// slidingWindows(ofCount:)
+//===----------------------------------------------------------------------===//
+
+extension Collection {
+  /// A collection for all contiguous windows of length size, the
+  /// windows overlap.
+  ///
+  /// - Complexity: O(*1*) if the collection conforms to
+  /// `RandomAccessCollection`, otherwise O(*k*) where `k` is `count`.
+  /// Access to the next window is O(*1*).
+  ///
+  /// - Parameter count: The number of elements in each window subsequence.
+  ///
+  /// - Returns: If the collection is shorter than `size` the resulting
+  /// SlidingWindows collection will be empty.
+  public func slidingWindows(ofCount count: Int) -> SlidingWindows<Self> {
+    SlidingWindows(base: self, size: count)
+  }
+}
+
+public struct SlidingWindows<Base: Collection> {
+  
+  public let base: Base
+  public let size: Int
+  
+  private var firstUpperBound: Base.Index?
+
+  init(base: Base, size: Int) {
+    precondition(size > 0, "SlidingWindows size must be greater than zero")
+    self.base = base
+    self.size = size
+    self.firstUpperBound = base.index(base.startIndex, offsetBy: size, limitedBy: base.endIndex)
+  }
+}
+
+extension SlidingWindows: Collection {
+  
+  public struct Index: Comparable {
+    internal var lowerBound: Base.Index
+    internal var upperBound: Base.Index
+    public static func == (lhs: Index, rhs: Index) -> Bool {
+      lhs.lowerBound == rhs.lowerBound
+    }
+    public static func < (lhs: Index, rhs: Index) -> Bool {
+      lhs.lowerBound < rhs.lowerBound
+    }
+  }
+  
+  public var startIndex: Index {
+    if let upperBound = firstUpperBound {
+      return Index(lowerBound: base.startIndex, upperBound: upperBound)
+    } else {
+      return endIndex
+    }
+  }
+  
+  public var endIndex: Index {
+    Index(lowerBound: base.endIndex, upperBound: base.endIndex)
+  }
+  
+  public subscript(index: Index) -> Base.SubSequence {
+    precondition(index.lowerBound != index.upperBound, "SlidingWindows index is out of range")
+    return base[index.lowerBound..<index.upperBound]
+  }
+  
+  public func index(after index: Index) -> Index {
+    precondition(index < endIndex, "Advancing past end index")
+    guard index.upperBound < base.endIndex else { return endIndex }
+    return Index(
+      lowerBound: base.index(after: index.lowerBound),
+      upperBound: base.index(after: index.upperBound)
+    )
+  }
+  
+  // TODO: Implement distance(from:to:), index(_:offsetBy:) and
+  // index(_:offsetBy:limitedBy:)
+
+}
+
+extension SlidingWindows: BidirectionalCollection where Base: BidirectionalCollection {
+  public func index(before index: Index) -> Index {
+    precondition(index > startIndex, "Incrementing past start index")
+    if index == endIndex {
+      return Index(
+        lowerBound: base.index(index.lowerBound, offsetBy: -size),
+        upperBound: index.upperBound
+      )
+    } else {
+      return Index(
+        lowerBound: base.index(before: index.lowerBound),
+        upperBound: base.index(before: index.upperBound)
+      )
+    }
+  }
+}
+
+extension SlidingWindows: RandomAccessCollection where Base: RandomAccessCollection {}
+extension SlidingWindows: Equatable where Base: Equatable {}
+extension SlidingWindows: Hashable where Base: Hashable, Base.Index: Hashable {}
+extension SlidingWindows.Index: Hashable where Base.Index: Hashable {}
diff --git a/Tests/SwiftAlgorithmsTests/SlidingWindowsTests.swift b/Tests/SwiftAlgorithmsTests/SlidingWindowsTests.swift
new file mode 100644
index 00000000..ec7f2937
--- /dev/null
+++ b/Tests/SwiftAlgorithmsTests/SlidingWindowsTests.swift
@@ -0,0 +1,91 @@
+//===----------------------------------------------------------------------===//
+//
+// This source file is part of the Swift Algorithms open source project
+//
+// Copyright (c) 2020 Apple Inc. and the Swift project authors
+// Licensed under Apache License v2.0 with Runtime Library Exception
+//
+// See https://swift.org/LICENSE.txt for license information
+//
+//===----------------------------------------------------------------------===//
+
+import XCTest
+import Algorithms
+
+final class SlidingWindowsTests: XCTestCase {
+  
+  func testWindowsOfString() {
+
+    let s = "swift"
+    let w = s.slidingWindows(ofCount: 2)
+    var i = w.startIndex
+
+    XCTAssertEqualSequences(w[i], "sw")
+    w.formIndex(after: &i)
+    XCTAssertEqualSequences(w[i], "wi")
+    w.formIndex(after: &i)
+    XCTAssertEqualSequences(w[i], "if")
+    w.formIndex(after: &i)
+    XCTAssertEqualSequences(w[i], "ft")
+
+//    w.index(after: w.endIndex) // ← Precondition failed: SlidingWindows index is out of range
+//    w.index(before: w.startIndex) // ← Precondition failed: SlidingWindows index is out of range
+//    w.formIndex(after: &i); w[i] // ← Precondition failed: SlidingWindows index is out of range
+  }
+  
+  func testWindowsOfRange() {
+    let a = 0...100
+    
+    XCTAssertTrue(a.slidingWindows(ofCount: 200).isEmpty)
+    
+    let w = a.slidingWindows(ofCount: 10)
+    
+    XCTAssertEqualSequences(w.first!, 0..<10)
+    XCTAssertEqualSequences(w.last!, 91..<101)
+  }
+  
+  func testWindowsOfInt() {
+    
+    let a = [ 0, 1, 0, 1 ].slidingWindows(ofCount: 2)
+    
+    XCTAssertEqual(a.count, 3)
+    XCTAssertEqual(a.map { $0.reduce(0, +) }, [1, 1, 1])
+    
+    let a2 = [0, 1, 2, 3, 4, 5, 6].slidingWindows(ofCount: 3).map {
+      $0.reduce(0, +)
+    }.reduce(0, +)
+    
+    XCTAssertEqual(a2, 3 + 6 + 9 + 12 + 15)
+  }
+  
+  func testWindowsCount() {
+    let a = [0, 1, 2, 3, 4, 5]
+    XCTAssertEqual(a.slidingWindows(ofCount: 3).count, 4)
+    
+    let a2 = [0, 1, 2, 3, 4]
+    XCTAssertEqual(a2.slidingWindows(ofCount: 6).count, 0)
+    
+    let a3 = [Int]()
+    XCTAssertEqual(a3.slidingWindows(ofCount: 2).count, 0)
+  }
+  
+  func testWindowsSecondAndLast() {
+    let a = [0, 1, 2, 3, 4, 5]
+    let w = a.slidingWindows(ofCount: 4)
+    let snd = w[w.index(after: w.startIndex)]
+    XCTAssertEqualSequences(snd, [1, 2, 3, 4])
+    
+    let w2 = a.slidingWindows(ofCount: 3)
+    XCTAssertEqualSequences(w2.last!, [3, 4, 5])
+  }
+  
+  func testWindowsIndexAfterAndBefore() {
+    let a = [0, 1, 2, 3, 4, 5].slidingWindows(ofCount: 2)
+    var i = a.startIndex
+    a.formIndex(after: &i)
+    a.formIndex(after: &i)
+    a.formIndex(before: &i)
+    XCTAssertEqualSequences(a[i], [1, 2])
+  }
+  
+}