diff --git a/CHANGELOG.md b/CHANGELOG.md
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+# Changelog for `autowitch`
+
+All notable changes to this project will be documented in this file.
+
+The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
+and this project adheres to the
+[Haskell Package Versioning Policy](https://pvp.haskell.org/).
+
+## Unreleased
+
+## 0.1.0.0 - YYYY-MM-DD
diff --git a/LICENSE b/LICENSE
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+Copyright 2025 Author name here
+
+Redistribution and use in source and binary forms, with or without
+modification, are permitted provided that the following conditions are met:
+
+1.  Redistributions of source code must retain the above copyright notice, this
+    list of conditions and the following disclaimer.
+
+2.  Redistributions in binary form must reproduce the above copyright notice,
+    this list of conditions and the following disclaimer in the documentation
+    and/or other materials provided with the distribution.
+
+3.  Neither the name of the copyright holder nor the names of its contributors
+    may be used to endorse or promote products derived from this software
+    without specific prior written permission.
+
+THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND
+ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR
+ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES
+(INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES;
+LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
+ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
+(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
+SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
diff --git a/README.md b/README.md
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+# Warlock
+
+Automatic type-safe mapping between Haskell data types using Template Haskell and the `witch` library.
+
+**📖 New to Warlock? Start with the [comprehensive tutorial](src/Warlock/Tutorial.hs)!**
+
+## Features
+
+- **Compile-time type safety**: Field names and constructor names checked at compile-time using TH `Name`
+- **Two matching strategies**:
+  - `ByPosition`: Structural mapping by declaration order
+  - `ByName`: Semantic mapping with configurable rules
+- **Record and positional constructors**: Support for both named fields and positional arguments
+- **Multi-constructor ADTs**: Full support for sum types with multiple constructors
+- **Flexible field rules**:
+  - Compile-time checked field names (`'fieldName`)
+  - Virtual fields via `HasField` with `#fieldName` syntax
+  - Computed fields combining multiple sources
+  - Disassemble fields splitting one into many
+- **Type-safe constructor mapping**:
+  - Explicit mappings: `[('OldCon, 'NewCon)]`
+  - Helper functions: `addSuffix`, `stripSuffix`, `replaceSuffix`
+  - Custom transformations: `Transform (++ "V2")`
+- **Type-safe conversions**: Uses `witch`'s `From`/`TryFrom` for nested type conversions
+- **Field evolution**: Handle API versioning with added/removed fields
+- **Common conventions built-in**: `datatypePrefixConfig`, `constructorPrefixConfig`, etc.
+
+## Quick Start
+
+### Simple Record Mapping
+
+```haskell
+{-# LANGUAGE TemplateHaskell #-}
+{-# LANGUAGE MultiParamTypeClasses #-}
+
+import Warlock
+import qualified Witch as W
+
+data Person = Person { name :: String, age :: Int }
+data Employee = Employee { name :: String, age :: Int }
+
+-- Derive mapping: fields matched by name
+deriveAutomap (ByName defaultConfig) ''Person ''Employee
+
+-- Use it
+let person = Person "Alice" 30
+let employee = W.from person :: Employee
+```
+
+### Handling Naming Conventions
+
+```haskell
+data Person = Person
+  { personName :: String
+  , personAge :: Int
+  }
+
+data Employee = Employee
+  { employeeName :: String
+  , employeeAge :: Int
+  }
+
+-- Automatically handles type-prefixed fields
+deriveAutomap (ByName datatypePrefixConfig) ''Person ''Employee
+```
+
+### Positional Matching
+
+```haskell
+data Point2D = Point2D Int Int
+data Vector2D = Vector2D Int Int
+
+-- Maps by position: 1st → 1st, 2nd → 2nd
+deriveAutomap ByPosition ''Point2D ''Vector2D
+```
+
+### Multi-Constructor ADTs with Field Evolution
+
+```haskell
+data PaymentV1
+  = CardPaymentV1 { cardNumber :: String, expiry :: String }
+  | CashPaymentV1 { amount :: Double }
+
+data PaymentV2
+  = CardPaymentV2
+      { cardNumber :: String
+      , expiry :: String
+      , cvv :: String  -- New field!
+      }
+  | CashPaymentV2 { amount :: Double, currency :: String }
+
+-- Handle field evolution with defaults and constructor mapping
+deriveAutomap
+  (ByName $
+    defaultConfig
+    `withConstructorMap` replaceSuffix "V1" "V2"
+    `withDefaults`
+      [ ('cvv, [| "000" |])
+      , ('currency, [| "USD" |])
+      ])
+  ''PaymentV1
+  ''PaymentV2
+```
+
+## Field References: Compile-Time Safety
+
+Warlock uses Template Haskell `Name` for compile-time checked field references:
+
+```haskell
+-- ✅ Compile-time checked - typos caught at compile time!
+rename 'newBalance 'oldBalance
+defaultTo 'region [| "US" |]
+
+-- ✅ Virtual fields use #fieldName syntax (OverloadedLabels)
+virtualField 'empName #fullName
+
+-- ✅ Or use strings for virtual fields
+virtualField 'empName "fullName"
+```
+
+**Benefits:**
+- Typos in field names → compile errors
+- Refactoring tools can track field renames
+- IDE autocomplete works
+- No runtime surprises
+
+## Field Rules
+
+### Composable Builder Pattern
+
+```haskell
+{-# LANGUAGE OverloadedLabels #-}
+
+import Warlock
+import Data.Function ((&))
+
+-- Build rules step-by-step
+field 'balance & fromField 'balance_cents
+field 'region & withDefault [| "US" |]
+field 'empName & fromField #fullName & asVirtual  -- Virtual field!
+field 'newBalance & fromField 'oldBalance & withDefault [| 0 |]
+```
+
+### Pre-composed Helpers
+
+```haskell
+-- For convenience
+rename 'balance 'balance_cents           -- Real fields (TH Name)
+defaultTo 'region [| "US" |]
+virtualField 'empName #fullName          -- Virtual field (OverloadedLabels)
+virtualField 'empName "fullName"         -- Or String
+ignore 'internalField
+mapField 'name (\src dst -> [| customTransform |])
+```
+
+### Available Modifiers
+
+- `fromField` - Specify source field (accepts `'name` or `#name`)
+- `withDefault` - Provide default value when source is missing
+- `withExpr` - Custom TH expression
+- `asVirtual` - Use `HasField` to access virtual/computed fields
+- `withComputed` - Combine multiple source fields
+
+## Field Manipulation Patterns
+
+### Virtual Fields (HasField)
+
+Use runtime `HasField` instances to access computed properties:
+
+```haskell
+{-# LANGUAGE DataKinds #-}
+{-# LANGUAGE OverloadedLabels #-}
+import GHC.Records (HasField(..))
+
+data Person = Person
+  { firstName :: String
+  , lastName :: String
+  , age :: Int
+  }
+
+-- Define virtual field at runtime
+instance HasField "fullName" Person String where
+  getField (Person first last _) = first ++ " " ++ last
+
+data Employee = Employee
+  { empName :: String
+  , empAge :: Int
+  }
+
+-- Map from virtual field using #syntax
+deriveAutomap
+  (ByName $ defaultConfig
+    `withRules`
+      [ virtualField 'empName #fullName
+      , rename 'empAge 'age
+      ])
+  ''Person
+  ''Employee
+```
+
+**Characteristics:**
+- **Source:** 1 field via `HasField` instance
+- **When:** Runtime (via `getField`)
+- **Syntax:** `#fieldName` (OverloadedLabels) or `"fieldName"`
+
+### Computed Fields (combineFields)
+
+Combine multiple source fields at compile-time:
+
+```haskell
+deriveAutomap
+  (ByName $ defaultConfig
+    `withRules`
+      [ combineFields 'fullName $ do
+          firstName <- get 'firstName
+          lastName <- get 'lastName
+          pure [| $firstName ++ " " ++ $lastName |]
+      , rename 'age 'personAge
+      ])
+  ''PersonV1
+  ''PersonV2
+```
+
+**Monadic FieldGetter interface:**
+- `get 'fieldName` - Extract field as TH expression (Q Exp)
+- `getName 'fieldName` - Extract field's Name (advanced)
+- Compile-time error if field doesn't exist
+- Type-safe, no manual `varE` needed
+
+**Characteristics:**
+- **Source:** N fields from source record
+- **When:** Compile-time (Template Haskell)
+- **Syntax:** Monadic do-notation with `get`
+
+### Disassembled Fields (disassembleFields)
+
+Split one source field into multiple destination fields:
+
+```haskell
+deriveAutomap
+  (ByName $ defaultConfig
+    `withRules`
+      ( disassembleFields 'fullName
+          [ 'firstName .= do
+              src <- getSource
+              pure [| case words $src of
+                        (f:_) -> f
+                        _ -> ""
+                   |]
+          , 'lastName .= do
+              src <- getSource
+              pure [| case words $src of
+                        (_:l:_) -> l
+                        _ -> ""
+                   |]
+          ]
+      ++
+      [ rename 'age 'personAge ]
+      ))
+  ''PersonV1
+  ''PersonV2
+```
+
+**Monadic DisassembleGetter interface:**
+- `getSource` - Get source field as TH expression (Q Exp)
+- `getSourceName` - Get source field as Name (advanced)
+- Clean syntax, no manual `varE` needed
+
+**Characteristics:**
+- **Source:** 1 field from source record
+- **Target:** N fields in destination record
+- **When:** Compile-time (Template Haskell)
+- **Syntax:** Monadic do-notation with `getSource`
+
+## Constructor Mapping
+
+Map constructor names with compile-time safety:
+
+### Direct Mapping (Compile-time Checked!)
+
+```haskell
+-- ✅ Constructor names checked at compile time
+defaultConfig `withConstructorMap`
+  [ ('CircleShape, 'CircleInfo)
+  , ('RectangleShape, 'RectangleInfo)
+  ]
+```
+
+### Helper Functions
+
+```haskell
+-- Add suffix: Foo → FooV2
+defaultConfig `withConstructorMap` addSuffix "V2"
+
+-- Strip suffix: FooV2 → Foo
+defaultConfig `withConstructorMap` stripSuffix "V2"
+
+-- Replace suffix: FooV1 → FooV2
+defaultConfig `withConstructorMap` replaceSuffix "V1" "V2"
+```
+
+### Custom Transformations
+
+```haskell
+-- Wrap in Transform for custom logic
+defaultConfig `withConstructorMap` Transform (\s -> s ++ "V2")
+
+-- Or pass function directly
+defaultConfig `withConstructorMap` (++ "V2")
+```
+
+## Configuration Presets
+
+Common configurations for typical Haskell code:
+
+```haskell
+-- Most common: datatype-prefixed fields (personName ↔ employeeName)
+deriveAutomap (ByName datatypePrefixConfig) ''Person ''Employee
+
+-- Constructor-prefixed fields
+deriveAutomap (ByName constructorPrefixConfig) ''Person ''Employee
+
+-- Try both conventions (datatype first, then constructor)
+deriveAutomap (ByName conventionalConfig) ''Person ''Employee
+
+-- snake_case ↔ camelCase (e.g., for JSON/DB interop)
+deriveAutomap (ByName snakeToCamelConfig) ''DbRecord ''HaskellRecord
+deriveAutomap (ByName camelToSnakeConfig) ''HaskellRecord ''DbRecord
+
+-- Combine configs with helpers:
+deriveAutomap
+  (ByName $
+    datatypePrefixConfig
+    `withDefaults` [('newField, [| defaultVal |])]
+    `withConstructorMap` addSuffix "V2")
+  ''OldType
+  ''NewType
+```
+
+## Configuration Helpers
+
+- `withDefaults :: Config -> [(Name, Q Exp)] -> Config` - Add default values
+- `withRenames :: Config -> [(Name, FieldRef)] -> Config` - Add field renames
+- `withRules :: Config -> [FieldRule] -> Config` - Add custom rules
+- `withConstructorMap :: Config -> ConstructorMapping -> Config` - Map constructor names
+- `withNormalize :: Config -> (String -> String) -> Config` - Set normalization function
+- `withRuleGens :: Config -> [RuleGenContext -> String -> Maybe FieldRule] -> Config` - Add rule generators
+
+## Built-in Rule Generators
+
+- `datatypePrefixRules` - Handles type-prefixed fields (personName → employeeName)
+- `constructorPrefixRules` - Handles constructor-prefixed fields
+- `customPrefixRules` - Specify custom prefixes manually
+- `stripConstructorPrefix` - Remove constructor prefixes
+- `addConstructorPrefix` - Add constructor prefixes
+
+## ADT Support
+
+- ✅ Single-constructor records
+- ✅ Multi-constructor records (sum types)
+- ✅ Positional constructors
+- ✅ Mixed ADTs (multiple constructors)
+- ✅ Field addition with defaults
+- ✅ Field removal (silently ignored)
+- ✅ Constructor matching by name (case-insensitive)
+- ✅ Compile-time constructor name checking with `DirectMapping`
+- ⚠️ Cannot mix record and positional in same constructor pair
+- ⚠️ Constructor names must be unique per module (use qualified imports if needed)
+
+## Parameterized Types
+
+For types with type parameters, use `deriveWithType`:
+
+```haskell
+data Container a = Container { value :: a }
+data IntContainer = IntContainer { value :: Int }
+
+-- Specify concrete type application
+deriveWithType (ByName defaultConfig) [t| Container Int |] [t| IntContainer |]
+```
+
+## API Summary
+
+### Main Derivation Functions
+
+- `derive :: MatchStrategy -> Name -> Name -> Q [Dec]`
+- `deriveWithType :: MatchStrategy -> Q Type -> Q Type -> Q [Dec]`
+- `deriveTry :: MatchStrategy -> Name -> Name -> Q [Dec]` - Generate `TryFrom` instead
+- `deriveBoth :: MatchStrategy -> Name -> Name -> Q [Dec]` - Generate both directions
+
+### Match Strategies
+
+- `ByPosition` - Structural matching (by declaration order)
+- `ByName Config` - Semantic matching (by name with rules)
+
+### Types
+
+- `FieldRef` - Either `RealField Name` or `VirtualField String`
+- `ConstructorMapping` - `Identity`, `DirectMapping [(Name, Name)]`, or `Transform (String -> String)`
+- `FieldRule` - Configuration for a single field mapping
+- `FieldGetter a` - Monad for extracting source fields in `combineFields`
+- `DisassembleGetter a` - Monad for accessing source field in `disassembleFields`
+
+## Warlock.Tweak - Type Generation with Modifications
+
+The `Warlock.Tweak` module generates new data types from existing ones with field modifications, perfect for creating DTOs, API response types, and projections. Inspired by TypeScript's utility types like `Pick<T, K>` and `Omit<T, K>`.
+
+### Quick Example
+
+```haskell
+{-# LANGUAGE TemplateHaskell #-}
+import qualified Warlock.Tweak as Tweak
+import Warlock.Tweak (pick, omit)
+
+data User = User
+  { userId :: Int
+  , userName :: String
+  , userEmail :: String
+  , userPassword :: String  -- Sensitive!
+  , userCreatedAt :: String
+  }
+
+-- Pick specific fields (TypeScript Pick<User, "id" | "name">)
+pick ''User "UserSummary" ['userId, 'userName]
+
+-- Omit sensitive fields (TypeScript Omit<User, "password">)
+omit ''User "UserResponse" ['userPassword]
+
+-- Generates new types + From instances automatically
+-- let summary = from user :: UserSummary
+```
+
+### TypeScript-Style API
+
+**`pick`** - Select specific fields (like TypeScript's `Pick<T, K>`):
+```haskell
+-- Simple usage
+pick ''User "UserMinimal" ['userId, 'userName]
+
+-- With configuration
+pick' (defaultTweakConfig `Tweak.stripPrefix` "user")
+      ''User "UserClean" ['userName, 'userEmail]
+-- Generated: UserClean { name :: String, email :: String }
+```
+
+**`omit`** - Exclude specific fields (like TypeScript's `Omit<T, K>`):
+```haskell
+-- Simple usage
+omit ''User "UserDTO" ['userPassword, 'userCreatedAt]
+
+-- With configuration
+omit' (defaultTweakConfig `Tweak.addPrefix` "dto")
+      ''User "UserAPI" ['userPassword]
+-- Generated: UserAPI { dtouserId :: Int, dtouserName :: String, ... }
+```
+
+### Composable Configuration
+
+All functions support composable configuration using helper functions:
+
+**`stripPrefix`** - Remove common prefix from fields:
+```haskell
+pick' (defaultTweakConfig `Tweak.stripPrefix` "user")
+      ''User "UserClean" ['userName, 'userEmail]
+-- userName -> name, userEmail -> email
+```
+
+**`addPrefix`** - Add prefix to all fields:
+```haskell
+omit' (defaultTweakConfig `Tweak.addPrefix` "api")
+      ''User "UserAPI" ['userPassword]
+-- userId -> apiuserId, userName -> apiuserName, etc.
+```
+
+**`replacePrefix`** - Swap one prefix for another:
+```haskell
+pick' (defaultTweakConfig `Tweak.replacePrefix` ("product", "item"))
+      ''Product "ItemSummary" ['productId, 'productName]
+-- productId -> itemId, productName -> itemName
+```
+
+**`withRenames`** - Direct field name mappings:
+```haskell
+pick' (defaultTweakConfig `Tweak.withRenames` [('userId, mkName "id")])
+      ''User "UserRenamed" ['userId, 'userName]
+-- userId -> id, userName stays userName
+```
+
+**Chain operations** - Combine multiple transformations:
+```haskell
+pick' (defaultTweakConfig
+        `Tweak.stripPrefix` "user"
+        `Tweak.addPrefix` "dto")
+      ''User "UserDTO" ['userName, 'userEmail]
+-- userName -> dtoName, userEmail -> dtoEmail
+```
+
+### Configuration Options
+
+```haskell
+data TweakConfig = TweakConfig
+  { fieldSelector :: FieldSelector        -- Which fields to keep/drop
+  , fieldRenames :: [(Name, Name)]        -- Explicit field renames
+  , prefixOps :: [PrefixOp]              -- Prefix operations
+  , autoDerive :: Bool                    -- Auto-generate From instances (default: True)
+  , deriveStrategy :: Maybe MatchStrategy -- Custom Warlock strategy
+  }
+
+-- Composable helpers:
+withFields :: TweakConfig -> [Name] -> TweakConfig
+withoutFields :: TweakConfig -> [Name] -> TweakConfig
+Tweak.withRenames :: TweakConfig -> [(Name, Name)] -> TweakConfig
+Tweak.addPrefix :: TweakConfig -> String -> TweakConfig
+Tweak.stripPrefix :: TweakConfig -> String -> TweakConfig
+Tweak.replacePrefix :: TweakConfig -> (String, String) -> TweakConfig
+withAutoDerive :: TweakConfig -> Bool -> TweakConfig
+withDeriveStrategy :: TweakConfig -> MatchStrategy -> TweakConfig
+```
+
+### Use Cases
+
+**API Response DTOs:**
+```haskell
+-- Omit sensitive fields for API responses
+omit ''User "UserResponse" ['userPassword, 'userSalt, 'userTokens]
+```
+
+**Database to Domain:**
+```haskell
+-- Strip "db" prefix from Persistent-generated types
+pick' (defaultTweakConfig `Tweak.stripPrefix` "dbUser")
+      ''DbUser "User" ['dbUserId, 'dbUserName, 'dbUserEmail]
+```
+
+**Field Projections:**
+```haskell
+-- Create minimal type for specific use cases
+pick ''User "UserSummary" ['userId, 'userName]
+```
+
+**API Versioning:**
+```haskell
+-- Add prefix for versioned types
+pick' (defaultTweakConfig `Tweak.addPrefix` "v2")
+      ''User "UserV2" ['userId, 'userName, 'userEmail]
+```
+
+### Notes
+
+- Automatically generates `From` instances between source and derived types (unless `withAutoDerive False`)
+- Field names are automatically lowercased after prefix operations to maintain Haskell conventions
+- Constructor name defaults to match type name
+- Single-constructor record types only (no sum types or positional constructors yet)
+- Module must be imported qualified to avoid name conflicts: `import qualified Warlock.Tweak as Tweak`
+
+## Warlock.HKD - Higher-Kinded Data Generation
+
+Generate Higher-Kinded Data (HKD) versions of your types for use with libraries like `barbies`. HKD types wrap each field in a type constructor, enabling powerful patterns for validation, partial construction, and generic programming.
+
+```haskell
+{-# LANGUAGE TemplateHaskell #-}
+{-# LANGUAGE TypeFamilies #-}
+import Warlock.HKD
+import Data.Functor.Identity
+import Witch (from)
+
+data Person = Person
+  { name :: String
+  , age :: Int
+  , email :: String
+  } deriving (Show, Eq)
+
+-- Generate HKD type with default config
+deriveHKD' ''Person
+
+-- Now you have:
+-- - Type family: HKD Person f
+-- - Concrete type: Person' f
+-- - From instances for Identity wrapper conversion
+```
+
+### Type Family and Instances
+
+The `deriveHKD` function generates:
+
+1. **A concrete HKD data type** with fields wrapped in `f`:
+```haskell
+data Person' f = Person'
+  { name :: f String
+  , age :: f Int
+  , email :: f String
+  }
+```
+
+2. **A type family instance** for convenient syntax:
+```haskell
+type instance HKD Person f = Person' f
+```
+
+3. **From instances** for Identity conversion (bidirectional):
+```haskell
+instance From (Person' Identity) Person
+instance From Person (Person' Identity)
+```
+
+### Basic Usage
+
+**Bidirectional Conversion:**
+```haskell
+let person = Person "Alice" 30 "alice@example.com"
+let hkdPerson = from person :: HKD Person Identity
+let unwrapped = from hkdPerson :: Person
+```
+
+**Partial Construction with Maybe:**
+```haskell
+-- Build up a Person incrementally
+let partial = Person' (Just "Bob") Nothing (Just "bob@example.com") :: Person' Maybe
+
+-- Validate and convert when complete
+validatePerson :: Person' Maybe -> Maybe Person
+validatePerson (Person' (Just n) (Just a) (Just e)) = Just (Person n a e)
+validatePerson _ = Nothing
+```
+
+**Optional Fields:**
+```haskell
+-- Form validation where fields might be missing
+data UserForm f = UserForm
+  { username :: f String
+  , password :: f String
+  , confirmPassword :: f String
+  }
+
+deriveHKD' ''UserForm
+
+-- During form filling, fields are Maybe String
+let formInProgress = UserForm' (Just "alice") Nothing Nothing :: UserForm' Maybe
+```
+
+### Configuration
+
+Customize field and constructor naming:
+
+**Field Prefix:**
+```haskell
+data User = User
+  { userName :: String
+  , userEmail :: String
+  }
+
+-- Fields: hkduserName, hkduserEmail
+deriveHKD (defaultHKDConfig `withFieldPrefix` "hkd") ''User
+```
+
+**Constructor Suffix:**
+```haskell
+-- Constructor: PersonHKD instead of Person'
+deriveHKD (defaultHKDConfig `withConstructorSuffix` "HKD") ''Person
+```
+
+**Custom Transforms:**
+```haskell
+deriveHKD (defaultHKDConfig
+  `withFieldTransform` (\name -> "field_" ++ name)
+  `withConstructorTransform` (\name -> name ++ "_HKD")
+) ''MyType
+```
+
+**Disable From Instances:**
+```haskell
+-- Generate only the HKD type, no From instances
+deriveHKD (withoutFromInstances defaultHKDConfig) ''MyType
+```
+
+### Multi-Constructor Support
+
+HKD generation works with sum types:
+
+```haskell
+data Payment
+  = CreditCard { cardNumber :: String, cvv :: String }
+  | Cash { amount :: Double }
+  | Check { checkNumber :: Int }
+
+deriveHKD' ''Payment
+
+-- Generates Payment' with all constructors wrapped
+let payment = CreditCard "1234" "123"
+let hkdPayment = from payment :: HKD Payment Identity
+let unwrapped = from hkdPayment :: Payment
+```
+
+### Integration with Barbies
+
+While Warlock.HKD generates the HKD types and From instances, you can use `barbies` for generic traversals by deriving the necessary instances:
+
+```haskell
+{-# LANGUAGE StandaloneDeriving #-}
+{-# LANGUAGE DeriveGeneric #-}
+import GHC.Generics (Generic)
+import qualified Barbies as B
+
+data Person = Person { name :: String, age :: Int }
+deriveHKD' ''Person
+
+deriving instance Generic (Person' f)
+instance B.FunctorB Person'
+instance B.TraversableB Person'
+instance B.ApplicativeB Person'
+
+-- Now use barbies operations
+validateFields :: Person' Maybe -> Either [String] Person
+validateFields p = B.btraverse (maybe (Left ["missing"]) Right) p
+```
+
+### Use Cases
+
+**Form Validation:**
+```haskell
+-- Track validation state per field
+data PersonForm f = PersonForm
+  { name :: f String
+  , age :: f Int
+  , email :: f String
+  }
+
+type ValidationResult = Either String
+
+validateForm :: PersonForm Maybe -> PersonForm ValidationResult
+validateForm = -- validate each field
+
+-- Collect to final result
+collectValidation :: PersonForm (Either String) -> Either [String] Person
+collectValidation = B.btraverse (either (Left . pure) Right)
+```
+
+**Incremental Construction:**
+```haskell
+-- Build complex objects step by step
+data Config f = Config
+  { host :: f String
+  , port :: f Int
+  , timeout :: f Int
+  }
+
+emptyConfig :: Config Maybe
+emptyConfig = Config Nothing Nothing Nothing
+
+addHost :: String -> Config Maybe -> Config Maybe
+addHost h cfg = cfg { host = Just h }
+```
+
+**Optional Fields in APIs:**
+```haskell
+-- PATCH requests with optional updates
+data UserUpdate f = UserUpdate
+  { updateName :: f String
+  , updateEmail :: f String
+  , updateAge :: f Int
+  }
+
+-- Only update provided fields
+applyUpdate :: User -> UserUpdate Maybe -> User
+applyUpdate user upd = User
+  { userName = fromMaybe (userName user) (updateName upd)
+  , userEmail = fromMaybe (userEmail user) (updateEmail upd)
+  , userAge = fromMaybe (userAge user) (updateAge upd)
+  }
+```
+
+## Learning Resources
+
+### Warlock.Tutorial
+
+For a comprehensive guide covering all features from basic to advanced usage, see the **[Warlock.Tutorial](src/Warlock/Tutorial.hs)** module. This extensive tutorial includes:
+
+- Introduction & core concepts (ByPosition vs ByName decision tree)
+- Getting started with simple examples
+- Naming conventions (datatype prefix, constructor prefix, snake/camel case)
+- Advanced field manipulation (virtual fields, computed fields, disassembled fields)
+- Constructor mapping strategies
+- Type generation with Warlock.Tweak (Pick/Omit DTOs)
+- Higher-Kinded Data with Warlock.HKD
+- Real-world patterns (API versioning, database conversions, DTOs)
+- Advanced techniques and troubleshooting
+
+The tutorial is designed to be read sequentially and includes complete, working examples for every concept.
+
+## License
+
+MIT
diff --git a/Setup.hs b/Setup.hs
new file mode 100644
--- /dev/null
+++ b/Setup.hs
@@ -0,0 +1,2 @@
+import Distribution.Simple
+main = defaultMain
diff --git a/src/Warlock.hs b/src/Warlock.hs
new file mode 100644
--- /dev/null
+++ b/src/Warlock.hs
@@ -0,0 +1,1311 @@
+{-# LANGUAGE DataKinds #-}
+{-# LANGUAGE LambdaCase #-}
+{-# LANGUAGE TemplateHaskell #-}
+{-# LANGUAGE NamedFieldPuns #-}
+{-# LANGUAGE RecordWildCards #-}
+{-# LANGUAGE FlexibleContexts #-}
+{-# LANGUAGE FlexibleInstances #-}
+{-# LANGUAGE MultiParamTypeClasses #-}
+{-# LANGUAGE UndecidableInstances #-}
+{-# LANGUAGE AllowAmbiguousTypes #-}
+{-# LANGUAGE OverloadedLabels #-}
+{-# LANGUAGE TypeApplications #-}
+{-# LANGUAGE ScopedTypeVariables #-}
+-- |
+-- Module      : Warlock
+-- Description : Unified Template Haskell derivation for Witch From/TryFrom instances
+-- License     : MIT
+-- Maintainer  : ian@iankduncan.com
+-- Stability   : experimental
+--
+-- = Overview
+--
+-- Unified Template Haskell derivation supporting both structural (positional)
+-- and semantic (name-based) mapping strategies.
+--
+-- = Quick Start
+--
+-- @
+-- import Warlock
+--
+-- -- Structural mapping (by position):
+-- deriveAutomap ByPosition ''Foo ''Either
+--
+-- -- Semantic mapping (by name):
+-- deriveAutomap (ByName datatypePrefixConfig) ''Person ''Employee
+--
+-- -- With custom configuration:
+-- deriveAutomap (ByName $ datatypePrefixConfig \`withDefaults\` [(\"newField\", [| 0 |])])
+--               ''Source ''Dest
+-- @
+--
+-- = Matching Strategies
+--
+-- [@ByPosition@]: Structural matching by declaration order.
+-- Constructors: 1st → 1st, 2nd → 2nd. Fields: always positional.
+-- Use for: Types with same shape but different names (`Either`, `Maybe`, etc.)
+--
+-- [@ByName@]: Semantic matching with configurable rules.
+-- Constructors: matched by name (case-insensitive).
+-- Fields: matched by name with prefix rules, defaults, computed fields.
+-- Use for: Types with naming conventions (`personName` ↔ `employeeName`)
+--
+-- = Configuration
+--
+-- Common configs:
+--
+-- * 'datatypePrefixConfig' - Handle `personName` ↔ `employeeName` (most common)
+-- * 'constructorPrefixConfig' - Handle constructor-prefixed fields
+-- * 'defaultConfig' - No automatic rules (exact name matching)
+--
+-- Field-level customization:
+--
+-- * 'withDefaults' - Provide default values for new fields
+-- * 'withRenames' - Rename specific fields
+-- * 'withRules' - Add custom field rules (computed, virtual, disassemble)
+--
+-- = Examples
+--
+-- @
+-- -- Simple structural mapping:
+-- data Result = Success String | Failure Int
+-- data HttpStatus = Ok String | Error Int
+-- deriveAutomap ByPosition ''Result ''HttpStatus
+--
+-- -- Name-based with automatic prefix handling:
+-- data Person = Person { personName :: String, personAge :: Int }
+-- data Employee = Employee { employeeName :: String, employeeAge :: Int }
+-- deriveAutomap (ByName datatypePrefixConfig) ''Person ''Employee
+--
+-- -- With defaults for new fields:
+-- deriveAutomap (ByName $ datatypePrefixConfig \`withDefaults\`
+--                [(\"employeeId\", [| 0 |])]
+--               ) ''Person ''Employee
+--
+-- -- Combining multiple source fields:
+-- deriveAutomap (ByName $ defaultConfig \`withRules\`
+--                [ combineFields \"fullName\" $ do
+--                    firstName <- get \"firstName\"
+--                    lastName <- get \"lastName\"
+--                    pure [| $firstName ++ \" \" ++ $lastName |]
+--                ]
+--               ) ''PersonV1 ''PersonV2
+-- @
+module Warlock
+  ( -- * Main Derivation API
+    MatchStrategy(..)
+  , deriveAutomap
+  , deriveAutomapWith
+  , deriveTryAutomap
+  , deriveAutomapBoth
+  , deriveTryAutomapBoth
+
+    -- * Configuration
+  , Config
+  , AutoMapConfig(..)  -- Export constructor for record syntax
+  , datatypePrefixConfig
+  , constructorPrefixConfig
+  , conventionalConfig
+  , snakeToCamelConfig
+  , camelToSnakeConfig
+  , defaultConfig
+
+    -- * Configuration Helpers
+  , withDefaults
+  , withRenames
+  , withRules
+  , withConstructorMap
+  , withNormalize
+  , withRuleGens
+
+    -- * Constructor Mapping
+  , ConstructorMapping(..)
+  , ToConstructorMapping(..)
+  , stripSuffix
+  , addSuffix
+  , replaceSuffix
+
+    -- * Field Rules (for ByName strategy)
+  , FieldRule(..)
+  , FieldRef(..)
+  , ToFieldRef(..)
+  , field
+  , fromField
+  , withDefault
+  , withExpr
+  , asVirtual
+  , withComputed
+
+    -- * Pre-composed Field Rules
+  , rename
+  , defaultTo
+  , ignore
+  , mapField
+  , virtualField
+  , computedField
+  , combineFields
+  , disassembleFields
+  , DisassembledField(..)
+  , (.=)
+
+    -- * Disassemble Field Getters
+  , DisassembleGetter
+  , getSource
+  , getSourceName
+
+    -- * Field Getters (for computed fields)
+  , FieldGetter
+  , get
+  , getName
+
+    -- * Field Rule Generators
+  , datatypePrefixRules
+  , constructorPrefixRules
+  , customPrefixRules
+  , stripConstructorPrefix
+  , addConstructorPrefix
+  , RuleGenContext(..)
+
+    -- * Name Normalizers
+  , snakeToCamel
+  , camelToSnake
+  , stripPrefix
+  , lowerFirst
+
+    -- * Conversion Helpers
+  , automap
+  , tryAutomap
+  , automapEach
+  , tryAutomapEach
+
+    -- * Internal (for Warlock.Tweak and advanced use)
+  , resolveFieldRulesAndBuildInstance
+  , resolveFieldRulesAndBuildInstanceWithType
+
+    -- * Re-exports from Witch
+  , module Witch
+  ) where
+
+import Data.Function ((&))
+import qualified Witch as W
+import Witch (From(..), TryFrom(..), TryFromException(..))
+import Language.Haskell.TH
+import Control.Monad (forM, when)
+import Control.Applicative ((<|>))
+import Data.List (find)
+import Data.Char (toLower)
+import GHC.Records (HasField(..))
+import GHC.TypeLits (KnownSymbol, symbolVal)
+import GHC.OverloadedLabels (IsLabel(..))
+import Data.Proxy (Proxy(..))
+
+--------------------------------------------------------------------------------
+-- Strategy Type
+
+-- | Strategy for matching constructors and fields during derivation.
+data MatchStrategy
+  = ByPosition
+    -- ^ Match structurally by position.
+    -- Constructors: 1st → 1st, 2nd → 2nd (must have same count).
+    -- Fields: always positional (must have same arity per constructor).
+  | ByName Config
+    -- ^ Match by name with configurable rules.
+    -- Constructors: by name (case-insensitive).
+    -- Fields: by name with prefix rules, defaults, computed fields, etc.
+
+-- | Configuration alias for cleaner API
+type Config = AutoMapConfig
+
+--------------------------------------------------------------------------------
+-- Field Reference Types
+
+-- | A reference to a field, either real (compile-time checked) or virtual (runtime via HasField).
+--
+-- Use:
+-- - 'RealField' with TH names: @'fieldName@ for compile-time safety
+-- - 'VirtualField' with strings or #labels: @#fieldName@ or @\"fieldName\"@ for HasField lookups
+data FieldRef
+  = RealField Name      -- ^ Real field that exists in the data type
+  | VirtualField String -- ^ Virtual field accessed via HasField at runtime
+  deriving (Show)
+
+-- | Type class for converting various representations to FieldRef
+class ToFieldRef a where
+  toFieldRef :: a -> FieldRef
+
+-- | TH Names become real fields
+instance ToFieldRef Name where
+  toFieldRef = RealField
+
+-- | Strings become virtual fields
+instance ToFieldRef String where
+  toFieldRef = VirtualField
+
+-- | OverloadedLabels support: #fieldName becomes a virtual field
+instance (KnownSymbol s) => IsLabel s FieldRef where
+  fromLabel = VirtualField (symbolVal (Proxy @s))
+
+-- | Extract the string representation of a FieldRef (for normalization)
+fieldRefToString :: FieldRef -> String
+fieldRefToString (RealField n) = nameBase n
+fieldRefToString (VirtualField s) = s
+
+--------------------------------------------------------------------------------
+-- Constructor Mapping Types
+
+-- | Strategy for mapping constructor names during derivation.
+--
+-- Use:
+-- - 'Identity' - no transformation (1:1 mapping by name)
+-- - 'DirectMapping' - explicit constructor mappings: @[('OldCon, 'NewCon)]@
+-- - 'Transform' - custom function: @Transform (\s -> s ++ "V2")@
+-- - Helper combinators: 'stripSuffix', 'addSuffix', 'replaceSuffix'
+data ConstructorMapping
+  = Identity                           -- ^ No transformation (constructor names match)
+  | DirectMapping [(Name, Name)]       -- ^ Explicit constructor name mappings (compile-time checked)
+  | Transform (String -> String)       -- ^ Custom transformation function
+
+-- | Type class for converting to ConstructorMapping
+class ToConstructorMapping a where
+  toConstructorMapping :: a -> ConstructorMapping
+
+-- | Identity function becomes Identity mapping
+instance ToConstructorMapping () where
+  toConstructorMapping () = Identity
+
+-- | String transformations become Transform
+instance ToConstructorMapping (String -> String) where
+  toConstructorMapping = Transform
+
+-- | List of Name pairs becomes DirectMapping
+instance ToConstructorMapping [(Name, Name)] where
+  toConstructorMapping = DirectMapping
+
+-- | ConstructorMapping is already a ConstructorMapping
+instance ToConstructorMapping ConstructorMapping where
+  toConstructorMapping = id
+
+-- | Apply a constructor mapping to a constructor name
+applyConstructorMapping :: ConstructorMapping -> String -> String
+applyConstructorMapping Identity s = s
+applyConstructorMapping (DirectMapping mappings) s =
+  -- Case-insensitive lookup since constructor matching is case-insensitive
+  case find (\(srcName, _) -> map toLower (nameBase srcName) == map toLower s) mappings of
+    Just (_, targetName) -> nameBase targetName
+    Nothing -> s  -- Fall back to identity if not in mapping
+applyConstructorMapping (Transform f) s = f s
+
+-- | Helper: Strip a suffix from constructor names
+--
+-- Example: @stripSuffix "V1"@ transforms @FooV1@ to @Foo@
+stripSuffix :: String -> ConstructorMapping
+stripSuffix suffix = Transform $ \s ->
+  case reverse s of
+    revS | reverse suffix == take (length suffix) revS ->
+           reverse (drop (length suffix) revS)
+    _ -> s
+
+-- | Helper: Add a suffix to constructor names
+--
+-- Example: @addSuffix "V2"@ transforms @Foo@ to @FooV2@
+addSuffix :: String -> ConstructorMapping
+addSuffix suffix = Transform (++ suffix)
+
+-- | Helper: Replace one suffix with another
+--
+-- Example: @replaceSuffix "V1" "V2"@ transforms @FooV1@ to @FooV2@
+replaceSuffix :: String -> String -> ConstructorMapping
+replaceSuffix oldSuffix newSuffix = Transform $ \s ->
+  case reverse s of
+    revS | reverse oldSuffix == take (length oldSuffix) revS ->
+           reverse (drop (length oldSuffix) revS) ++ newSuffix
+    _ -> s ++ newSuffix  -- If old suffix not found, just add new one
+
+--------------------------------------------------------------------------------
+-- Conversion Functions (re-exports from witch)
+
+-- | Alias for 'W.from' - total conversion
+automap :: W.From a b => a -> b
+automap = W.from
+
+-- | Alias for 'W.tryFrom' - fallible conversion
+tryAutomap :: W.TryFrom a b => a -> Either (W.TryFromException a b) b
+tryAutomap = W.tryFrom
+
+-- | Map a conversion over a list
+automapEach :: W.From a b => [a] -> [b]
+automapEach = map W.from
+
+-- | Try to map a conversion over a list, collecting results
+tryAutomapEach :: W.TryFrom a b => [a] -> [Either (W.TryFromException a b) b]
+tryAutomapEach = map W.tryFrom
+
+--------------------------------------------------------------------------------
+-- Main Derivation API
+
+-- | Derive a 'From' instance using the specified matching strategy.
+--
+-- @
+-- -- Structural:
+-- deriveAutomap ByPosition ''Foo ''Bar
+--
+-- -- Semantic:
+-- deriveAutomap (ByName datatypePrefixConfig) ''Person ''Employee
+-- @
+deriveAutomap :: MatchStrategy -> Name -> Name -> Q [Dec]
+deriveAutomap ByPosition = deriveByPosition
+deriveAutomap (ByName config) = deriveByName config
+
+-- | Derive a 'From' instance for parameterized types.
+--
+-- This allows deriving instances for applied type constructors like @Container Int@.
+--
+-- @
+-- deriveAutomapWith (ByName datatypePrefixConfig) [t| Container Int |] [t| IntContainer |]
+-- @
+deriveAutomapWith :: MatchStrategy -> Q Type -> Q Type -> Q [Dec]
+deriveAutomapWith ByPosition srcTypeQ dstTypeQ =
+  deriveWithTypePositional False srcTypeQ dstTypeQ
+deriveAutomapWith (ByName config) srcTypeQ dstTypeQ =
+  deriveWithTypeByName config srcTypeQ dstTypeQ
+
+-- | Derive a 'TryFrom' instance using the specified matching strategy.
+deriveTryAutomap :: MatchStrategy -> Name -> Name -> Q [Dec]
+deriveTryAutomap ByPosition = deriveTryByPosition
+deriveTryAutomap (ByName config) = deriveTryByName config
+
+-- | Derive both directions: @From a b@ and @From b a@
+deriveAutomapBoth :: MatchStrategy -> Name -> Name -> Q [Dec]
+deriveAutomapBoth strategy srcName dstName = do
+  forward <- deriveAutomap strategy srcName dstName
+  backward <- deriveAutomap strategy dstName srcName
+  pure (forward ++ backward)
+
+-- | Derive both directions: @TryFrom a b@ and @TryFrom b a@
+deriveTryAutomapBoth :: MatchStrategy -> Name -> Name -> Q [Dec]
+deriveTryAutomapBoth strategy srcName dstName = do
+  forward <- deriveTryAutomap strategy srcName dstName
+  backward <- deriveTryAutomap strategy dstName srcName
+  pure (forward ++ backward)
+
+--------------------------------------------------------------------------------
+-- Configuration Types (for ByName strategy)
+
+-- | A rule for how to populate a destination field.
+--
+-- Use the builder functions ('field', 'from', 'withDefault', etc.) to construct rules.
+--
+-- Examples:
+--   * @rename "balance" "balance_cents"@
+--   * @defaultTo "region" [| "US" :: String |]@
+--   * @mapField "name" (\srcF dstF -> [| $(varE srcF) ++ "!" |])@
+data FieldRule = FieldRule
+  { dst      :: Name
+  , src      :: Maybe FieldRef  -- Can be real or virtual field
+  , default_ :: Maybe (Q Exp)
+  , expr     :: Maybe (Name -> Name -> Q Exp)
+  , virtual  :: Bool
+  , computed :: Maybe ([(String, Name)] -> Q Exp)
+  }
+
+-- | Context information passed to field rule generators.
+data RuleGenContext = RuleGenContext
+  { sourceTypeName        :: Name
+  , sourceConstructorName :: Name
+  , destinationTypeName   :: Name
+  , destinationConstructorName :: Name
+  , normalizeFunction     :: String -> String
+  }
+
+-- | Configuration for name-based derivation.
+--
+-- Common patterns:
+--
+-- @
+-- -- Version suffixes for enums:
+-- defaultConfig { constructorMap = (++ "V2") }
+--
+-- -- Field prefix rules:
+-- defaultConfig { ruleGens = [datatypePrefixRules] }
+--
+-- -- Custom field transformations:
+-- defaultConfig
+--   { normalize = snakeToCamel
+--   , staticRules = [defaultTo "newField" [| "default" |]]
+--   }
+-- @
+data AutoMapConfig = AutoMapConfig
+  { normalize          :: String -> String
+  , ruleGens           :: [RuleGenContext -> String -> Maybe FieldRule]
+  , staticRules        :: [FieldRule]
+  , constructorMap     :: ConstructorMapping
+  }
+
+--------------------------------------------------------------------------------
+-- Pre-defined Configurations
+
+-- | Basic config: identity normalization, no rules, identity constructor mapping.
+defaultConfig :: Config
+defaultConfig = AutoMapConfig id [] [] Identity
+
+-- | Config for Haskell datatype naming convention: fields prefixed by type name
+--
+-- Example: @Person { personName :: String }@ ↔ @Employee { employeeName :: String }@
+datatypePrefixConfig :: Config
+datatypePrefixConfig = defaultConfig { ruleGens = [datatypePrefixRules] }
+
+-- | Config for constructor-prefixed fields
+constructorPrefixConfig :: Config
+constructorPrefixConfig = defaultConfig { ruleGens = [constructorPrefixRules] }
+
+-- | Config that tries both datatype and constructor prefix conventions
+conventionalConfig :: Config
+conventionalConfig = defaultConfig { ruleGens = [datatypePrefixRules, constructorPrefixRules] }
+
+-- | Config for snake_case → camelCase field name normalization
+snakeToCamelConfig :: Config
+snakeToCamelConfig = defaultConfig { normalize = snakeToCamel }
+
+-- | Config for camelCase → snake_case field name normalization
+camelToSnakeConfig :: Config
+camelToSnakeConfig = defaultConfig { normalize = camelToSnake }
+
+--------------------------------------------------------------------------------
+-- Configuration Helpers
+
+-- | Add defaults to a config
+--
+-- Example: @withDefaults config [("cvv", [| "000" |]), ("currency", [| "USD" |])]@
+withDefaults :: Config -> [(Name, Q Exp)] -> Config
+withDefaults cfg defaults = cfg { staticRules = staticRules cfg ++ map (uncurry defaultTo) defaults }
+
+-- | Add renames to a config
+--
+-- Example: @withRenames config [(''newName, ''oldName)]@  (real fields)
+-- Example: @withRenames config [(''empName, #fullName)]@  (virtual field)
+withRenames :: ToFieldRef a => Config -> [(Name, a)] -> Config
+withRenames cfg renames = cfg { staticRules = staticRules cfg ++ map (uncurry rename) renames }
+
+-- | Add custom rules to a config
+--
+-- Example: @withRules config [virtualField "name" "fullName"]@
+withRules :: Config -> [FieldRule] -> Config
+withRules cfg rules = cfg { staticRules = staticRules cfg ++ rules }
+
+-- | Set the constructor name mapping strategy
+--
+-- Examples:
+--   @withConstructorMap config (addSuffix \"V2\")@
+--   @withConstructorMap config [(''OldCon, ''NewCon)]@
+--   @withConstructorMap config (\\s -> s ++ \"V2\")@
+withConstructorMap :: ToConstructorMapping a => Config -> a -> Config
+withConstructorMap cfg mapping = cfg { constructorMap = toConstructorMapping mapping }
+
+-- | Set the field name normalization function
+--
+-- Example: @withNormalize config snakeToCamel@
+withNormalize :: Config -> (String -> String) -> Config
+withNormalize cfg f = cfg { normalize = f }
+
+-- | Set the rule generators
+--
+-- Example: @withRuleGens config [datatypePrefixRules, customPrefixRules "foo" "bar"]@
+withRuleGens :: Config -> [RuleGenContext -> String -> Maybe FieldRule] -> Config
+withRuleGens cfg gens = cfg { ruleGens = gens }
+
+--------------------------------------------------------------------------------
+-- Field Rule Builders
+
+-- | Create a base field rule for a destination field (use modifiers to customize)
+--
+-- Example: @field "balance"@
+field :: Name -> FieldRule
+field dstField = FieldRule dstField Nothing Nothing Nothing False Nothing
+
+-- | Specify the source field name (modifier)
+--
+-- Example: @field ''balance & fromField ''balance_cents@  (real field)
+-- Example: @field ''name & fromField #fullName@  (virtual field via OverloadedLabels)
+fromField :: ToFieldRef a => a -> FieldRule -> FieldRule
+fromField srcField rule = rule { src = Just (toFieldRef srcField) }
+
+-- | Provide a default value when source is missing (modifier)
+--
+-- Example: @field "region" & withDefault [| "US" |]@
+withDefault :: Q Exp -> FieldRule -> FieldRule
+withDefault defVal rule = rule { default_ = Just defVal }
+
+-- | Use a custom expression to compute the field (modifier)
+--
+-- Example: @field "name" & withExpr (\src dst -> [| $(varE src) ++ "!" |])@
+withExpr :: (Name -> Name -> Q Exp) -> FieldRule -> FieldRule
+withExpr customExpr rule = rule { expr = Just customExpr }
+
+-- | Mark field as virtual (accessed via HasField) (modifier)
+asVirtual :: FieldRule -> FieldRule
+asVirtual rule = rule { virtual = True }
+
+-- | Use a computed expression that combines multiple fields (modifier)
+withComputed :: ([(String, Name)] -> Q Exp) -> FieldRule -> FieldRule
+withComputed computeExpr rule = rule { computed = Just computeExpr }
+
+--------------------------------------------------------------------------------
+-- Pre-composed Field Rules
+
+-- | Rename a field
+rename :: ToFieldRef a => Name -> a -> FieldRule
+rename dstField srcField = field dstField & fromField srcField
+
+-- | Provide a default value for a destination field
+defaultTo :: Name -> Q Exp -> FieldRule
+defaultTo dstField defVal = field dstField & withDefault defVal
+
+-- | Ignore a destination field
+ignore :: Name -> FieldRule
+ignore dstField = field dstField & withDefault [| error "ignored field" |]
+
+-- | Map a field with a custom expression
+mapField :: Name -> (Name -> Name -> Q Exp) -> FieldRule
+mapField dstField customExpr = field dstField & withExpr customExpr
+
+-- | Create a virtual field rule (uses HasField at runtime)
+--
+-- Example: @virtualField ''empName #fullName@ (using OverloadedLabels)
+-- Example: @virtualField ''empName \"fullName\"@ (using String)
+virtualField :: ToFieldRef a => Name -> a -> FieldRule
+virtualField dstField srcField = field dstField & fromField srcField & asVirtual
+
+-- | Create a computed field rule (compile-time)
+computedField :: Name -> Q Exp -> FieldRule
+computedField dstField expr =
+  FieldRule dstField Nothing Nothing (Just $ \_ _ -> expr) False Nothing
+
+-- | Monad for safely extracting field variables in 'combineFields'
+newtype FieldGetter a = FieldGetter { runFieldGetter :: [(String, Name)] -> Either String (a, [String]) }
+
+instance Functor FieldGetter where
+  fmap f (FieldGetter g) = FieldGetter $ \ctx -> case g ctx of
+    Left err -> Left err
+    Right (a, used) -> Right (f a, used)
+
+instance Applicative FieldGetter where
+  pure x = FieldGetter $ \_ -> Right (x, [])
+  FieldGetter ff <*> FieldGetter fa = FieldGetter $ \ctx -> case ff ctx of
+    Left err -> Left err
+    Right (f, used1) -> case fa ctx of
+      Left err -> Left err
+      Right (a, used2) -> Right (f a, used1 ++ used2)
+
+instance Monad FieldGetter where
+  FieldGetter m >>= f = FieldGetter $ \ctx -> case m ctx of
+    Left err -> Left err
+    Right (a, used1) -> case runFieldGetter (f a) ctx of
+      Left err -> Left err
+      Right (b, used2) -> Right (b, used1 ++ used2)
+
+-- | Extract a field variable as a Template Haskell expression
+get :: Name -> FieldGetter (Q Exp)
+get fieldName = FieldGetter $ \fieldVarMap ->
+  let fieldNameStr = nameBase fieldName
+  in case lookup fieldNameStr fieldVarMap of
+       Just var -> Right (varE var, [fieldNameStr])
+       Nothing -> Left $ "Field '" ++ fieldNameStr ++ "' not found in source type"
+
+-- | Extract a field variable as a Name
+getName :: Name -> FieldGetter Name
+getName fName = FieldGetter $ \fieldVarMap ->
+  let fieldNameStr = nameBase fName
+  in case lookup fieldNameStr fieldVarMap of
+       Just var -> Right (var, [fieldNameStr])
+       Nothing -> Left $ "Field '" ++ fieldNameStr ++ "' not found in source type"
+
+-- | Combine multiple source fields into a destination field
+combineFields :: Name -> FieldGetter (Q Exp) -> FieldRule
+combineFields dstField getter =
+  FieldRule dstField Nothing Nothing Nothing False (Just mkComputed)
+  where
+    mkComputed fieldVarMap = case runFieldGetter getter fieldVarMap of
+      Left err -> fail $ "combineFields for '" ++ nameBase dstField ++ "': " ++ err
+      Right (expr, _usedFields) -> expr
+
+-- | Monad for accessing the source field in 'disassembleFields'
+newtype DisassembleGetter a = DisassembleGetter { runDisassembleGetter :: Name -> a }
+
+instance Functor DisassembleGetter where
+  fmap f (DisassembleGetter g) = DisassembleGetter (f . g)
+
+instance Applicative DisassembleGetter where
+  pure x = DisassembleGetter (const x)
+  DisassembleGetter f <*> DisassembleGetter x = DisassembleGetter (\n -> f n (x n))
+
+instance Monad DisassembleGetter where
+  DisassembleGetter f >>= k = DisassembleGetter $ \n ->
+    runDisassembleGetter (k (f n)) n
+
+-- | Get the source field as a Template Haskell expression
+--
+-- Example: @src <- getSource; pure [| words $src |]@
+getSource :: DisassembleGetter (Q Exp)
+getSource = DisassembleGetter varE
+
+-- | Get the source field as a Name (for advanced use cases)
+--
+-- Example: @srcName <- getSourceName; pure [| $(varE srcName) |]@
+getSourceName :: DisassembleGetter Name
+getSourceName = DisassembleGetter id
+
+-- | A field assignment for disassembled fields
+data DisassembledField = DisassembledField Name (DisassembleGetter (Q Exp))
+
+-- | Infix operator for creating disassembled field assignments
+--
+-- Example:
+-- @
+-- 'firstName .= do
+--   src <- getSource
+--   pure [| case words $src of (f:_) -> f; _ -> "" |]
+-- @
+(.=) :: Name -> DisassembleGetter (Q Exp) -> DisassembledField
+(.=) = DisassembledField
+infixr 0 .=
+
+-- | Disassemble one source field into multiple destination fields
+--
+-- Example:
+-- @
+-- disassembleFields 'fullName
+--   [ 'firstName .= do
+--       src <- getSource
+--       pure [| case words $src of (f:_) -> f; _ -> "" |]
+--   , 'lastName .= do
+--       src <- getSource
+--       pure [| case words $src of (_:l:_) -> l; _ -> "" |]
+--   ]
+-- @
+disassembleFields :: ToFieldRef a => a -> [DisassembledField] -> [FieldRule]
+disassembleFields srcField assignments =
+  [ FieldRule dstField (Just (toFieldRef srcField)) Nothing (Just mkExpr) False Nothing
+  | DisassembledField dstField getter <- assignments
+  , let mkExpr srcVarName _dstVarName = runDisassembleGetter getter srcVarName
+  ]
+
+--------------------------------------------------------------------------------
+-- Field Rule Generators
+
+-- | Strip a prefix from a string
+stripPrefix :: String -> String -> Maybe String
+stripPrefix [] ys = Just ys
+stripPrefix _ [] = Nothing
+stripPrefix (x:xs) (y:ys)
+  | x == y    = stripPrefix xs ys
+  | otherwise = Nothing
+
+-- | Lowercase the first character
+lowerFirst :: String -> String
+lowerFirst [] = []
+lowerFirst (c:cs) = toLower' c : cs
+  where toLower' ch = if ch >= 'A' && ch <= 'Z' then toEnum (fromEnum ch + 32) else ch
+
+-- | Generate field rules for datatypes following "prefix fields with datatype name" convention
+datatypePrefixRules :: RuleGenContext -> String -> Maybe FieldRule
+datatypePrefixRules RuleGenContext{..} dstField = do
+  let dstTypeName = lowerFirst $ nameBase destinationTypeName
+      srcTypeName = lowerFirst $ nameBase sourceTypeName
+  suffix <- stripPrefix dstTypeName dstField
+  let srcField = srcTypeName ++ suffix
+  pure $ FieldRule (mkName dstField) (Just (RealField (mkName srcField))) Nothing Nothing False Nothing
+
+-- | Generate field rules for datatypes following "prefix fields with constructor name" convention
+constructorPrefixRules :: RuleGenContext -> String -> Maybe FieldRule
+constructorPrefixRules RuleGenContext{..} dstField = do
+  let dstConName = lowerFirst $ nameBase destinationConstructorName
+      srcConName = lowerFirst $ nameBase sourceConstructorName
+  suffix <- stripPrefix dstConName dstField
+  let srcField = srcConName ++ suffix
+  pure $ FieldRule (mkName dstField) (Just (RealField (mkName srcField))) Nothing Nothing False Nothing
+
+-- | Generate field rules for custom prefix transformations
+customPrefixRules :: String -> String -> RuleGenContext -> String -> Maybe FieldRule
+customPrefixRules dstPrefix srcPrefix _ctx dstField = do
+  suffix <- stripPrefix dstPrefix dstField
+  let srcField = srcPrefix ++ suffix
+  pure $ FieldRule (mkName dstField) (Just (RealField (mkName srcField))) Nothing Nothing False Nothing
+
+-- | Strip constructor prefix from destination fields
+stripConstructorPrefix :: String -> RuleGenContext -> String -> Maybe FieldRule
+stripConstructorPrefix prefix _ctx dstField = do
+  suffix <- stripPrefix prefix dstField
+  pure $ FieldRule (mkName dstField) (Just (RealField (mkName suffix))) Nothing Nothing False Nothing
+
+-- | Add constructor prefix to source field lookups
+addConstructorPrefix :: String -> RuleGenContext -> String -> Maybe FieldRule
+addConstructorPrefix prefix _ctx dstField =
+  let srcField = prefix ++ dstField
+  in Just $ FieldRule (mkName dstField) (Just (RealField (mkName srcField))) Nothing Nothing False Nothing
+
+--------------------------------------------------------------------------------
+-- Name Normalizers
+
+-- | Convert snake_case to camelCase
+snakeToCamel :: String -> String
+snakeToCamel = go True
+  where
+    go _ [] = []
+    go _ ('_':cs) = go True cs
+    go True (c:cs) = toEnum (fromEnum c - 32) : go False cs
+    go _    (c:cs) = c : go False cs
+
+-- | Convert camelCase to snake_case
+camelToSnake :: String -> String
+camelToSnake = concatMap step
+  where
+    step c | c >= 'A' && c <= 'Z' = ['_', toEnum (fromEnum c + 32)]
+           | otherwise            = [c]
+
+--------------------------------------------------------------------------------
+-- Constructor Information
+
+-- | Represents a constructor's fields
+data ConstructorInfo
+  = RecordConstructor Name [(Name, Bang, Type)]
+  | PositionalConstructor Name [(Bang, Type)]
+  deriving (Show)
+
+-- | Extract constructors from a type
+expectConstructors :: Name -> Q [ConstructorInfo]
+expectConstructors tyName = reify tyName >>= \case
+  TyConI (DataD _ _ _ _ cons _) -> mapM extractCon cons
+  TyConI (NewtypeD _ _ _ _ con _) -> (:[]) <$> extractCon con
+  _ -> fail $ "Witch.TH: type " <> show tyName <> " must be a data type"
+  where
+    extractCon (RecC conName fields) = pure $ RecordConstructor conName fields
+    extractCon (NormalC conName fields) = pure $ PositionalConstructor conName fields
+    extractCon (InfixC t1 conName t2) = pure $ PositionalConstructor conName [t1, t2]
+    extractCon _ = fail "Witch.TH: unsupported constructor type (GADTs, existentials not supported)"
+
+-- | Get constructor name
+getConstructorName :: ConstructorInfo -> Name
+getConstructorName (RecordConstructor n _) = n
+getConstructorName (PositionalConstructor n _) = n
+
+-- | Build a map from normalized fieldName -> actual Name
+mkFieldMap :: (String -> String) -> [(Name, Bang, Type)] -> [(String, Name)]
+mkFieldMap norm fs = [ (norm (nameBase n), n) | (n,_,_) <- fs ]
+
+--------------------------------------------------------------------------------
+-- Positional (Structural) Derivation
+
+deriveByPosition :: Name -> Name -> Q [Dec]
+deriveByPosition = derivePositional False
+
+deriveTryByPosition :: Name -> Name -> Q [Dec]
+deriveTryByPosition = derivePositional True
+
+derivePositional :: Bool -> Name -> Name -> Q [Dec]
+derivePositional isTry srcName dstName = do
+  srcCons <- getConstructorsSimple srcName
+  dstCons <- getConstructorsSimple dstName
+
+  when (length srcCons /= length dstCons) $
+    fail $ "Witch.TH.ByPosition: constructor count mismatch: "
+        <> show srcName <> " has " <> show (length srcCons) <> " constructors, "
+        <> show dstName <> " has " <> show (length dstCons) <> " constructors"
+
+  sVar <- newName "s"
+  matches <- forM (zip srcCons dstCons) $ \(srcCon, dstCon) ->
+    derivePositionalCase isTry srcCon dstCon
+
+  let fromMethod = if isTry then 'W.tryFrom else 'W.from
+      fromBody = caseE (varE sVar) (map pure matches)
+
+  if isTry
+    then instanceD (pure []) [t| TryFrom $(conT srcName) $(conT dstName) |]
+           [ funD fromMethod [clause [varP sVar] (normalB fromBody) []] ] >>= pure . (:[])
+    else instanceD (pure []) [t| From $(conT srcName) $(conT dstName) |]
+           [ funD fromMethod [clause [varP sVar] (normalB fromBody) []] ] >>= pure . (:[])
+
+type SimpleConstructorInfo = (Name, Int)
+
+getConstructorsSimple :: Name -> Q [SimpleConstructorInfo]
+getConstructorsSimple tyName = reify tyName >>= \case
+  TyConI (DataD _ _ _ _ cons _) -> mapM extractConInfo cons
+  TyConI (NewtypeD _ _ _ _ con _) -> (:[]) <$> extractConInfo con
+  _ -> fail $ "Witch.TH: " <> show tyName <> " must be a data type"
+  where
+    extractConInfo (NormalC conName fields) = pure (conName, length fields)
+    extractConInfo (RecC conName fields) = pure (conName, length fields)
+    extractConInfo (InfixC _ conName _) = pure (conName, 2)
+    extractConInfo _ = fail "Witch.TH: unsupported constructor type"
+
+derivePositionalCase :: Bool -> SimpleConstructorInfo -> SimpleConstructorInfo -> Q Match
+derivePositionalCase isTry (srcConName, srcArity) (dstConName, dstArity) = do
+  when (srcArity /= dstArity) $
+    fail $ "Witch.TH.ByPosition: arity mismatch: "
+        <> show srcConName <> " has " <> show srcArity <> " fields, "
+        <> show dstConName <> " has " <> show dstArity <> " fields"
+
+  srcVars <- mapM (\i -> newName ("x" ++ show i)) [1..srcArity]
+  let pat = ConP srcConName [] (map VarP srcVars)
+      convertVar v = if isTry then [| W.tryFrom $(varE v) |] else [| W.from $(varE v) |]
+
+  if isTry && srcArity > 0
+    then do
+      let applyAll = foldl (\acc v -> [| $acc <*> $(convertVar v) |])
+                           [| pure $(conE dstConName) |]
+                           srcVars
+      match (pure pat) (normalB applyAll) []
+    else do
+      conversions <- mapM convertVar srcVars
+      let bodyExp = foldl AppE (ConE dstConName) conversions
+      match (pure pat) (normalB (pure bodyExp)) []
+
+-- Positional derivation for parameterized types
+deriveWithTypePositional :: Bool -> Q Type -> Q Type -> Q [Dec]
+deriveWithTypePositional isTry srcTypeQ dstTypeQ = do
+  srcType <- srcTypeQ
+  dstType <- dstTypeQ
+
+  let getBaseName :: Type -> Name
+      getBaseName (ConT name) = name
+      getBaseName (AppT t _) = getBaseName t
+      getBaseName t = error $ "deriveWithType: unsupported type structure: " ++ show t
+
+      srcName = getBaseName srcType
+      dstName = getBaseName dstType
+
+  srcCons <- getConstructorsSimple srcName
+  dstCons <- getConstructorsSimple dstName
+
+  when (length srcCons /= length dstCons) $
+    fail $ "Witch.TH.ByPosition: constructor count mismatch"
+
+  sVar <- newName "s"
+  matches <- forM (zip srcCons dstCons) $ \(srcCon, dstCon) ->
+    derivePositionalCase isTry srcCon dstCon
+
+  let fromMethod = if isTry then 'W.tryFrom else 'W.from
+      fromBody = caseE (varE sVar) (map pure matches)
+
+  if isTry
+    then instanceD (pure []) [t| TryFrom $srcTypeQ $dstTypeQ |]
+           [ funD fromMethod [clause [varP sVar] (normalB fromBody) []] ] >>= pure . (:[])
+    else instanceD (pure []) [t| From $srcTypeQ $dstTypeQ |]
+           [ funD fromMethod [clause [varP sVar] (normalB fromBody) []] ] >>= pure . (:[])
+
+--------------------------------------------------------------------------------
+-- Name-Based (Semantic) Derivation
+
+deriveByName :: Config -> Name -> Name -> Q [Dec]
+deriveByName config srcName dstName = do
+  srcCons <- expectConstructors srcName
+  dstCons <- expectConstructors dstName
+
+  case (srcCons, dstCons) of
+    ([src], [dst]) -> deriveSingleConstructor config srcName dstName src dst
+    _ -> deriveMultiConstructor config srcName dstName srcCons dstCons
+
+-- Name-based derivation for parameterized types
+deriveWithTypeByName :: Config -> Q Type -> Q Type -> Q [Dec]
+deriveWithTypeByName config srcTypeQ dstTypeQ = do
+  srcType <- srcTypeQ
+  dstType <- dstTypeQ
+
+  let getBaseName :: Type -> Name
+      getBaseName (ConT name) = name
+      getBaseName (AppT t _) = getBaseName t
+      getBaseName t = error $ "deriveWithType: unsupported type structure: " ++ show t
+
+      srcName = getBaseName srcType
+      dstName = getBaseName dstType
+
+  srcCons <- expectConstructors srcName
+  dstCons <- expectConstructors dstName
+
+  case (srcCons, dstCons) of
+    ([src], [dst]) -> deriveSingleConstructorWithType config srcTypeQ dstTypeQ srcName dstName src dst
+    _ -> deriveMultiConstructorWithType config srcTypeQ dstTypeQ srcName dstName srcCons dstCons
+
+deriveTryByName :: Config -> Name -> Name -> Q [Dec]
+deriveTryByName _config srcName dstName = do
+  -- Simple implementation - could be enhanced to use config
+  srcCons <- expectConstructors srcName
+  dstCons <- expectConstructors dstName
+
+  case (srcCons, dstCons) of
+    ([RecordConstructor _srcCon srcFields], [RecordConstructor dstCon dstFields]) -> do
+      let srcMap = [ (nameBase n, n) | (n,_,_) <- srcFields ]
+          findSrc nm = lookup nm srcMap
+
+      sVar <- newName "s"
+      fieldApps <- mapM (\(dstFName,_,_) -> do
+          let key = nameBase dstFName
+          case findSrc key of
+            Just srcNm -> [| V (W.tryInto ($(varE srcNm) $(varE sVar)) :: Either String _) |]
+            Nothing -> [| V (Left ["missing source field for '" <> key <> "'"]) |]
+        ) dstFields
+
+      let buildRec = do
+            xs <- mapM (\_ -> newName "x") dstFields
+            let pairs = zipWith (\(n,_,_) x -> (n, VarE x)) dstFields xs
+            pure $ LamE (map VarP xs) (RecConE dstCon pairs)
+
+      recBuilder <- buildRec
+      let bodyExp = foldl (\acc v -> [| $(acc) <*> $(v) |]) [| pure $(pure recBuilder) |] (fmap pure fieldApps)
+          body = normalB [| vToEither $ $(bodyExp) |]
+
+      instanceD (pure []) [t| W.TryFrom $(conT srcName) $(conT dstName) |]
+        [ funD 'W.tryFrom [clause [varP sVar] body []] ] >>= pure . (:[])
+
+    _ -> fail "Witch.TH: TryFrom with ByName only supports single-constructor records for now"
+
+-- Validation applicative for TryFrom
+newtype V a = V { unV :: Either [String] a }
+
+instance Functor V where
+  fmap f (V e) = V (fmap f e)
+
+instance Applicative V where
+  pure = V . Right
+  V (Left e1) <*> V (Left e2) = V (Left (e1 <> e2))
+  V (Left e)  <*> _           = V (Left e)
+  _           <*> V (Left e)  = V (Left e)
+  V (Right f) <*> V (Right x) = V (Right (f x))
+
+vToEither :: V a -> Either [String] a
+vToEither = unV
+
+deriveSingleConstructor :: Config -> Name -> Name -> ConstructorInfo -> ConstructorInfo -> Q [Dec]
+deriveSingleConstructor config srcName dstName srcCon dstCon =
+  case (srcCon, dstCon) of
+    (RecordConstructor srcConName srcFields, RecordConstructor dstConName dstFields) ->
+      deriveSingleRecordConstructor config srcName dstName srcConName srcFields dstConName dstFields
+
+    (PositionalConstructor srcConName srcFields, PositionalConstructor dstConName dstFields) ->
+      deriveSimplePositional srcName dstName srcConName srcFields dstConName dstFields
+
+    _ -> fail "Witch.TH: cannot mix record and positional constructors"
+
+deriveSingleConstructorWithType :: Config -> Q Type -> Q Type -> Name -> Name -> ConstructorInfo -> ConstructorInfo -> Q [Dec]
+deriveSingleConstructorWithType config srcTypeQ dstTypeQ srcName dstName srcCon dstCon =
+  case (srcCon, dstCon) of
+    (RecordConstructor srcConName srcFields, RecordConstructor dstConName dstFields) ->
+      deriveSingleRecordConstructorWithType config srcTypeQ dstTypeQ srcName dstName srcConName srcFields dstConName dstFields
+
+    (PositionalConstructor srcConName srcFields, PositionalConstructor dstConName dstFields) ->
+      deriveSimplePositionalWithType srcTypeQ dstTypeQ srcConName srcFields dstConName dstFields
+
+    _ -> fail "Witch.TH: cannot mix record and positional constructors"
+
+deriveSimplePositional :: Name -> Name -> Name -> [(Bang, Type)] -> Name -> [(Bang, Type)] -> Q [Dec]
+deriveSimplePositional srcName dstName srcCon srcFields dstCon dstFields = do
+  when (length srcFields /= length dstFields) $
+    fail $ "Witch.TH: arity mismatch"
+
+  srcVars <- mapM (\i -> newName ("x" ++ show i)) [1..length srcFields]
+  let srcPat = ConP srcCon [] (map VarP srcVars)
+      dstExp = foldl AppE (ConE dstCon) [AppE (VarE 'W.into) (VarE v) | v <- srcVars]
+
+  instanceD (pure []) [t| W.From $(conT srcName) $(conT dstName) |]
+    [ funD 'W.from [clause [pure srcPat] (normalB (pure dstExp)) []] ] >>= pure . (:[])
+
+deriveSimplePositionalWithType :: Q Type -> Q Type -> Name -> [(Bang, Type)] -> Name -> [(Bang, Type)] -> Q [Dec]
+deriveSimplePositionalWithType srcTypeQ dstTypeQ srcCon srcFields dstCon dstFields = do
+  when (length srcFields /= length dstFields) $
+    fail $ "Witch.TH: arity mismatch"
+
+  srcVars <- mapM (\i -> newName ("x" ++ show i)) [1..length srcFields]
+  let srcPat = ConP srcCon [] (map VarP srcVars)
+      dstExp = foldl AppE (ConE dstCon) [AppE (VarE 'W.into) (VarE v) | v <- srcVars]
+
+  instanceD (pure []) [t| W.From $srcTypeQ $dstTypeQ |]
+    [ funD 'W.from [clause [pure srcPat] (normalB (pure dstExp)) []] ] >>= pure . (:[])
+
+--------------------------------------------------------------------------------
+-- Internal: Reusable Field Rule Resolution
+--
+-- These functions are used by both the main derive functions and Warlock.Tweak
+
+-- | Resolve field rules and build a complete From instance for a record constructor.
+-- This function must be atomic because TH newName generates unique IDs that can't be
+-- reliably shared across function boundaries.
+resolveFieldRulesAndBuildInstance
+  :: Config
+  -> Name  -- ^ Source type name
+  -> Name  -- ^ Source constructor name
+  -> [(Name, Bang, Type)]  -- ^ Source fields
+  -> Name  -- ^ Destination type name
+  -> Name  -- ^ Destination constructor name
+  -> [(Name, Bang, Type)]  -- ^ Destination fields
+  -> Q Dec  -- ^ Complete From instance
+resolveFieldRulesAndBuildInstance AutoMapConfig{..} srcName srcCon srcFields dstName dstCon dstFields = do
+  let srcMap = mkFieldMap normalize srcFields
+      findSrc nm = lookup nm srcMap
+      staticRulesByDst = [(normalize (nameBase (dst r)), r) | r <- staticRules]
+      ruleGenCtx = RuleGenContext srcName srcCon dstName dstCon normalize
+      tryGen [] _ = Nothing
+      tryGen (g:gs) dstKey = g ruleGenCtx dstKey <|> tryGen gs dstKey
+
+  srcVal <- newName "_srcVal"
+  fieldVars <- mapM (\(fName, _, _) -> do
+      vName <- newName ("v_" ++ nameBase fName)
+      pure (fName, vName)) srcFields
+
+  let fieldVarMap = [(nameBase fName, vName) | (fName, vName) <- fieldVars]
+
+  assigns <- forM dstFields $ \(dstFName, _, _) -> do
+    let dstKey  = normalize (nameBase dstFName)
+        mbRule  = tryGen ruleGens dstKey <|> lookup dstKey staticRulesByDst
+    e <- case mbRule of
+      Just r | Just f <- computed r -> f fieldVarMap
+             | Just f <- expr r -> do
+                 let srcKey = case src r of
+                       Just s -> normalize (fieldRefToString s)
+                       Nothing -> dstKey
+                 case lookup srcKey fieldVarMap of
+                   Just srcVarName -> f srcVarName dstFName
+                   Nothing -> fail $ "Witch.TH: expr references unknown source field '" <> srcKey <> "'"
+             | virtual r -> do
+                 let srcFieldName = maybe dstKey fieldRefToString (src r)
+                     getFieldTyApp = AppTypeE (VarE 'getField) (LitT (StrTyLit srcFieldName))
+                     getFieldApp = AppE getFieldTyApp (VarE srcVal)
+                 [| W.into $(pure getFieldApp) |]
+             | otherwise -> do
+                 let srcKey = maybe dstKey (normalize . fieldRefToString) (src r)
+                 case findSrc srcKey of
+                   Just srcFName ->
+                     case lookup (nameBase srcFName) fieldVarMap of
+                       Just vName -> [| W.into $(varE vName) |]
+                       Nothing -> fail $ "Internal error: field not in pattern"
+                   Nothing -> case default_ r of
+                     Just d  -> d
+                     Nothing -> fail $ "Witch.TH: no source field for '" <> nameBase dstFName <> "'"
+      Nothing ->
+        case findSrc dstKey of
+          Just srcFName ->
+            case lookup (nameBase srcFName) fieldVarMap of
+              Just vName -> [| W.into $(varE vName) |]
+              Nothing -> fail $ "Internal error: field not in pattern"
+          Nothing -> fail $ "Witch.TH: no source for destination field '" <> nameBase dstFName <> "'"
+    pure (dstFName, e)
+
+  -- Build the instance using the same variables
+  let pat = AsP srcVal (RecP srcCon [(fName, VarP vName) | (fName, vName) <- fieldVars])
+      bodyExp = RecConE dstCon assigns
+
+  instanceD (pure []) [t| W.From $(conT srcName) $(conT dstName) |]
+    [ funD 'W.from [clause [pure pat] (normalB (pure bodyExp)) []] ]
+
+-- | Version for parameterized types
+resolveFieldRulesAndBuildInstanceWithType
+  :: Config
+  -> Q Type  -- ^ Source type
+  -> Name  -- ^ Source type name (for context)
+  -> Name  -- ^ Source constructor name
+  -> [(Name, Bang, Type)]  -- ^ Source fields
+  -> Q Type  -- ^ Destination type
+  -> Name  -- ^ Destination type name (for context)
+  -> Name  -- ^ Destination constructor name
+  -> [(Name, Bang, Type)]  -- ^ Destination fields
+  -> Q Dec
+resolveFieldRulesAndBuildInstanceWithType AutoMapConfig{..} srcTypeQ srcName srcCon srcFields dstTypeQ dstName dstCon dstFields = do
+  let srcMap = mkFieldMap normalize srcFields
+      findSrc nm = lookup nm srcMap
+      staticRulesByDst = [(normalize (nameBase (dst r)), r) | r <- staticRules]
+      ruleGenCtx = RuleGenContext srcName srcCon dstName dstCon normalize
+      tryGen [] _ = Nothing
+      tryGen (g:gs) dstKey = g ruleGenCtx dstKey <|> tryGen gs dstKey
+
+  srcVal <- newName "_srcVal"
+  fieldVars <- mapM (\(fName, _, _) -> do
+      vName <- newName ("v_" ++ nameBase fName)
+      pure (fName, vName)) srcFields
+
+  let fieldVarMap = [(nameBase fName, vName) | (fName, vName) <- fieldVars]
+
+  assigns <- forM dstFields $ \(dstFName, _, _) -> do
+    let dstKey  = normalize (nameBase dstFName)
+        mbRule  = tryGen ruleGens dstKey <|> lookup dstKey staticRulesByDst
+    e <- case mbRule of
+      Just r | Just f <- computed r -> f fieldVarMap
+             | Just f <- expr r -> do
+                 let srcKey = case src r of
+                       Just s -> normalize (fieldRefToString s)
+                       Nothing -> dstKey
+                 case lookup srcKey fieldVarMap of
+                   Just srcVarName -> f srcVarName dstFName
+                   Nothing -> fail $ "Witch.TH: expr references unknown source field '" <> srcKey <> "'"
+             | virtual r -> do
+                 let srcFieldName = maybe dstKey fieldRefToString (src r)
+                     getFieldTyApp = AppTypeE (VarE 'getField) (LitT (StrTyLit srcFieldName))
+                     getFieldApp = AppE getFieldTyApp (VarE srcVal)
+                 [| W.into $(pure getFieldApp) |]
+             | otherwise -> do
+                 let srcKey = maybe dstKey (normalize . fieldRefToString) (src r)
+                 case findSrc srcKey of
+                   Just srcFName ->
+                     case lookup (nameBase srcFName) fieldVarMap of
+                       Just vName -> [| W.into $(varE vName) |]
+                       Nothing -> fail $ "Internal error: field not in pattern"
+                   Nothing -> case default_ r of
+                     Just d  -> d
+                     Nothing -> fail $ "Witch.TH: no source field for '" <> nameBase dstFName <> "'"
+      Nothing ->
+        case findSrc dstKey of
+          Just srcFName ->
+            case lookup (nameBase srcFName) fieldVarMap of
+              Just vName -> [| W.into $(varE vName) |]
+              Nothing -> fail $ "Internal error: field not in pattern"
+          Nothing -> fail $ "Witch.TH: no source for destination field '" <> nameBase dstFName <> "'"
+    pure (dstFName, e)
+
+  let pat = AsP srcVal (RecP srcCon [(fName, VarP vName) | (fName, vName) <- fieldVars])
+      bodyExp = RecConE dstCon assigns
+
+  instanceD (pure []) [t| W.From $srcTypeQ $dstTypeQ |]
+    [ funD 'W.from [clause [pure pat] (normalB (pure bodyExp)) []] ]
+
+-- | Helper for building a match case in multi-constructor derivations
+resolveFieldRulesForMatch
+  :: Config
+  -> Name  -- ^ Source type name
+  -> Name  -- ^ Source constructor name
+  -> [(Name, Bang, Type)]  -- ^ Source fields
+  -> Name  -- ^ Destination type name
+  -> Name  -- ^ Destination constructor name
+  -> [(Name, Bang, Type)]  -- ^ Destination fields
+  -> Q Match
+resolveFieldRulesForMatch AutoMapConfig{..} srcName srcCon srcFields dstName dstCon dstFields = do
+  let srcMap = mkFieldMap normalize srcFields
+      findSrc nm = lookup nm srcMap
+      staticRulesByDst = [(normalize (nameBase (dst r)), r) | r <- staticRules]
+      ruleGenCtx = RuleGenContext srcName srcCon dstName dstCon normalize
+      tryGen [] _ = Nothing
+      tryGen (g:gs) dstKey = g ruleGenCtx dstKey <|> tryGen gs dstKey
+
+  srcVal <- newName "_srcVal"
+  fieldVars <- mapM (\(fName, _, _) -> do
+      vName <- newName ("v_" ++ nameBase fName)
+      pure (fName, vName)) srcFields
+
+  let fieldVarMap = [(nameBase fName, vName) | (fName, vName) <- fieldVars]
+
+  assigns <- forM dstFields $ \(dstFName, _, _) -> do
+    let dstKey  = normalize (nameBase dstFName)
+        mbRule  = tryGen ruleGens dstKey <|> lookup dstKey staticRulesByDst
+    e <- case mbRule of
+      Just r | Just f <- computed r -> f fieldVarMap
+             | Just f <- expr r -> do
+                 let srcKey = case src r of
+                       Just s -> normalize (fieldRefToString s)
+                       Nothing -> dstKey
+                 case lookup srcKey fieldVarMap of
+                   Just srcVarName -> f srcVarName dstFName
+                   Nothing -> fail $ "Witch.TH: expr references unknown source field '" <> srcKey <> "'"
+             | virtual r -> do
+                 let srcFieldName = maybe dstKey fieldRefToString (src r)
+                     getFieldTyApp = AppTypeE (VarE 'getField) (LitT (StrTyLit srcFieldName))
+                     getFieldApp = AppE getFieldTyApp (VarE srcVal)
+                 [| W.into $(pure getFieldApp) |]
+             | otherwise -> do
+                 let srcKey = maybe dstKey (normalize . fieldRefToString) (src r)
+                 case findSrc srcKey of
+                   Just srcFName ->
+                     case lookup (nameBase srcFName) fieldVarMap of
+                       Just vName -> [| W.into $(varE vName) |]
+                       Nothing -> fail $ "Internal error: field not in pattern"
+                   Nothing -> case default_ r of
+                     Just d  -> d
+                     Nothing -> fail $ "Witch.TH: no source field for '" <> nameBase dstFName <> "'"
+      Nothing ->
+        case findSrc dstKey of
+          Just srcFName ->
+            case lookup (nameBase srcFName) fieldVarMap of
+              Just vName -> [| W.into $(varE vName) |]
+              Nothing -> fail $ "Internal error: field not in pattern"
+          Nothing -> fail $ "Witch.TH: no source for destination field '" <> nameBase dstFName <> "'"
+    pure (dstFName, e)
+
+  let pat = AsP srcVal (RecP srcCon [(fName, VarP vName) | (fName, vName) <- fieldVars])
+      bodyExp = RecConE dstCon assigns
+
+  match (pure pat) (normalB (pure bodyExp)) []
+
+deriveSingleRecordConstructor :: Config -> Name -> Name -> Name -> [(Name, Bang, Type)] -> Name -> [(Name, Bang, Type)] -> Q [Dec]
+deriveSingleRecordConstructor config srcName dstName srcCon srcFields dstCon dstFields = do
+  inst <- resolveFieldRulesAndBuildInstance config srcName srcCon srcFields dstName dstCon dstFields
+  pure [inst]
+
+deriveSingleRecordConstructorWithType :: Config -> Q Type -> Q Type -> Name -> Name -> Name -> [(Name, Bang, Type)] -> Name -> [(Name, Bang, Type)] -> Q [Dec]
+deriveSingleRecordConstructorWithType config srcTypeQ dstTypeQ srcName dstName srcCon srcFields dstCon dstFields = do
+  inst <- resolveFieldRulesAndBuildInstanceWithType config srcTypeQ srcName srcCon srcFields dstTypeQ dstName dstCon dstFields
+  pure [inst]
+
+deriveMultiConstructor :: Config -> Name -> Name -> [ConstructorInfo] -> [ConstructorInfo] -> Q [Dec]
+deriveMultiConstructor config@AutoMapConfig{..} srcName dstName srcCons dstCons = do
+  sVar <- newName "s"
+
+  matches <- case (srcCons, dstCons) of
+    ([srcCon], [dstCon]) -> do
+      m <- deriveConstructorMatch config srcName dstName srcCon dstCon
+      return [m]
+
+    _ -> forM srcCons $ \srcCon -> do
+      let srcConName = getConstructorName srcCon
+          srcTransformed = applyConstructorMapping constructorMap (nameBase srcConName)
+          maybeDstCon = find (\c -> map toLower (nameBase (getConstructorName c)) == map toLower srcTransformed) dstCons
+      case maybeDstCon of
+        Just dstCon -> deriveConstructorMatch config srcName dstName srcCon dstCon
+        Nothing -> fail $ "Witch.TH: no matching destination constructor for " <> show srcConName
+
+  let body = caseE (varE sVar) (map pure matches)
+
+  instanceD (pure []) [t| W.From $(conT srcName) $(conT dstName) |]
+    [ funD 'W.from [clause [varP sVar] (normalB body) []] ] >>= pure . (:[])
+
+deriveMultiConstructorWithType :: Config -> Q Type -> Q Type -> Name -> Name -> [ConstructorInfo] -> [ConstructorInfo] -> Q [Dec]
+deriveMultiConstructorWithType config@AutoMapConfig{..} srcTypeQ dstTypeQ srcName dstName srcCons dstCons = do
+  sVar <- newName "s"
+
+  matches <- case (srcCons, dstCons) of
+    ([srcCon], [dstCon]) -> do
+      m <- deriveConstructorMatch config srcName dstName srcCon dstCon
+      return [m]
+
+    _ -> forM srcCons $ \srcCon -> do
+      let srcConName = getConstructorName srcCon
+          srcTransformed = applyConstructorMapping constructorMap (nameBase srcConName)
+          maybeDstCon = find (\c -> map toLower (nameBase (getConstructorName c)) == map toLower srcTransformed) dstCons
+      case maybeDstCon of
+        Just dstCon -> deriveConstructorMatch config srcName dstName srcCon dstCon
+        Nothing -> fail $ "Witch.TH: no matching destination constructor for " <> show srcConName
+
+  let body = caseE (varE sVar) (map pure matches)
+
+  instanceD (pure []) [t| W.From $srcTypeQ $dstTypeQ |]
+    [ funD 'W.from [clause [varP sVar] (normalB body) []] ] >>= pure . (:[])
+
+deriveConstructorMatch :: Config -> Name -> Name -> ConstructorInfo -> ConstructorInfo -> Q Match
+deriveConstructorMatch config srcName dstName srcCon dstCon =
+  case (srcCon, dstCon) of
+    (RecordConstructor srcConName srcFields, RecordConstructor dstConName dstFields) ->
+      deriveRecordMatch config srcName dstName srcConName srcFields dstConName dstFields
+
+    (PositionalConstructor srcConName srcFields, PositionalConstructor dstConName dstFields) ->
+      derivePositionalMatch srcConName srcFields dstConName dstFields
+
+    _ -> fail "Witch.TH: cannot mix record and positional constructors"
+
+derivePositionalMatch :: Name -> [(Bang, Type)] -> Name -> [(Bang, Type)] -> Q Match
+derivePositionalMatch srcConName srcFields dstConName dstFields = do
+  when (length srcFields /= length dstFields) $
+    fail $ "Witch.TH: arity mismatch in " <> show srcConName
+
+  srcVars <- mapM (\i -> newName ("x" ++ show i)) [1..length srcFields]
+  let pat = ConP srcConName [] (map VarP srcVars)
+      bodyExp = foldl AppE (ConE dstConName) [AppE (VarE 'W.into) (VarE v) | v <- srcVars]
+
+  match (pure pat) (normalB (pure bodyExp)) []
+
+deriveRecordMatch :: Config -> Name -> Name -> Name -> [(Name, Bang, Type)] -> Name -> [(Name, Bang, Type)] -> Q Match
+deriveRecordMatch config srcName dstName srcCon srcFields dstCon dstFields =
+  resolveFieldRulesForMatch config srcName srcCon srcFields dstName dstCon dstFields
diff --git a/src/Warlock/HKD.hs b/src/Warlock/HKD.hs
new file mode 100644
--- /dev/null
+++ b/src/Warlock/HKD.hs
@@ -0,0 +1,398 @@
+{-# LANGUAGE TemplateHaskell #-}
+{-# LANGUAGE TypeFamilies #-}
+{-# LANGUAGE StandaloneKindSignatures #-}
+{-# LANGUAGE DataKinds #-}
+{-# LANGUAGE MultiParamTypeClasses #-}
+{-# LANGUAGE FlexibleInstances #-}
+{-# LANGUAGE UndecidableInstances #-}
+
+-- |
+-- Module      : Warlock.HKD
+-- Description : Higher-Kinded Data (HKD) type generation
+-- License     : MIT
+--
+-- = Overview
+--
+-- Generate HKD versions of your types for use with @barbies@ and other
+-- HKD libraries. Automatically creates 'Witch.From' instances for conversion
+-- between regular types and their Identity-wrapped HKD equivalents.
+--
+-- = Quick Example
+--
+-- @
+-- {-# LANGUAGE TemplateHaskell #-}
+-- {-# LANGUAGE TypeFamilies #-}
+-- import Warlock.HKD
+-- import Data.Functor.Identity
+-- import Witch (from)
+--
+-- data Person = Person
+--   { name :: String
+--   , age :: Int
+--   }
+--
+-- deriveHKD' ''Person
+--
+-- -- Generates:
+-- -- type instance HKD Person f = Person' f
+-- -- data Person' f = Person' { name :: f String, age :: f Int }
+-- -- instance From (HKD Person Identity) Person
+-- -- instance From Person (HKD Person Identity)
+--
+-- -- Usage:
+-- let person = Person "Alice" 30
+-- let hkdPerson = from person :: HKD Person Identity
+-- let unwrapped = from hkdPerson :: Person
+--
+-- -- Usage with barbies:
+-- import qualified Barbies as B
+-- validatePerson :: Person' Maybe -> Either [String] Person
+-- validatePerson p = B.btraverse (maybe (Left ["missing"]) Right) p
+-- @
+--
+-- = Use Cases
+--
+-- * **Validation**: Wrap fields in Maybe for partial construction
+-- * **Form handling**: Build up data incrementally
+-- * **Serialization**: Handle optional fields gracefully
+-- * **Testing**: Generate test data with default values
+-- * **Barbies integration**: Use with btraverse, bpure, etc.
+
+module Warlock.HKD
+  ( -- * Type Family
+    HKD
+
+    -- * Template Haskell Generation
+  , deriveHKD
+  , deriveHKD'
+
+    -- * Configuration
+  , HKDConfig(..)
+  , defaultHKDConfig
+  , withFieldTransform
+  , withConstructorTransform
+  , withFieldPrefix
+  , withConstructorSuffix
+  , withoutFromInstances
+  ) where
+
+import Language.Haskell.TH
+import qualified Data.Kind as Kind
+import Data.Functor.Identity (Identity(..))
+import qualified Witch
+
+--------------------------------------------------------------------------------
+-- Type Family
+
+-- | Higher-Kinded Data type family.
+--
+-- Transforms a regular type into its HKD equivalent where each field
+-- is wrapped in a type constructor @f@.
+--
+-- @
+-- type instance HKD Person f = Person' f
+-- @
+type HKD :: Kind.Type -> (Kind.Type -> Kind.Type) -> Kind.Type
+type family HKD a f
+
+--------------------------------------------------------------------------------
+-- Configuration
+
+-- | Configuration for HKD generation.
+--
+-- Controls how the HKD type and its components are named, and whether
+-- to generate From instances.
+data HKDConfig = HKDConfig
+  { hkdFieldNameTransform :: String -> String
+    -- ^ Transform field names. Default: id (keep original names)
+  , hkdConstructorNameTransform :: String -> String
+    -- ^ Transform constructor names. Default: (++ "'") (add prime suffix)
+  , hkdGenerateFromInstances :: Bool
+    -- ^ Auto-generate From instances. Default: True
+  }
+
+-- | Default HKD configuration.
+--
+-- - Field names: unchanged
+-- - Constructor names: add prime suffix (@Person@ → @Person'@)
+-- - Generate From instances: yes
+defaultHKDConfig :: HKDConfig
+defaultHKDConfig = HKDConfig
+  { hkdFieldNameTransform = id
+  , hkdConstructorNameTransform = (++ "'")
+  , hkdGenerateFromInstances = True
+  }
+
+-- | Set custom field name transform function.
+--
+-- @
+-- deriveHKD (defaultHKDConfig \`withFieldTransform\` (\"hkd\" ++)) ''Person
+-- @
+withFieldTransform :: (String -> String) -> HKDConfig -> HKDConfig
+withFieldTransform f cfg = cfg { hkdFieldNameTransform = f }
+
+-- | Set custom constructor name transform function.
+--
+-- @
+-- deriveHKD (defaultHKDConfig \`withConstructorTransform\` (++ "HKD")) ''Person
+-- @
+withConstructorTransform :: (String -> String) -> HKDConfig -> HKDConfig
+withConstructorTransform f cfg = cfg { hkdConstructorNameTransform = f }
+
+-- | Add prefix to field names.
+--
+-- @
+-- deriveHKD (defaultHKDConfig \`withFieldPrefix\` "hkd") ''Person
+-- -- name → hkdname
+-- @
+withFieldPrefix :: HKDConfig -> String -> HKDConfig
+withFieldPrefix cfg prefix = withFieldTransform (prefix ++) cfg
+
+-- | Add suffix to constructor names.
+--
+-- @
+-- deriveHKD (defaultHKDConfig \`withConstructorSuffix\` "HKD") ''Person
+-- -- Person → PersonHKD
+-- @
+withConstructorSuffix :: HKDConfig -> String -> HKDConfig
+withConstructorSuffix cfg suffix = withConstructorTransform (++ suffix) cfg
+
+-- | Disable automatic From instance generation.
+withoutFromInstances :: HKDConfig -> HKDConfig
+withoutFromInstances cfg = cfg { hkdGenerateFromInstances = False }
+
+--------------------------------------------------------------------------------
+-- Template Haskell Generation
+
+-- | Generate HKD type with custom configuration.
+--
+-- @
+-- deriveHKD defaultHKDConfig ''Person
+-- deriveHKD (defaultHKDConfig \`withFieldPrefix\` "hkd") ''Person
+-- @
+deriveHKD :: HKDConfig -> Name -> Q [Dec]
+deriveHKD config typeName = do
+  -- Extract type information
+  info <- reify typeName
+  (typeVars, constructors) <- extractTypeInfo info
+
+  -- Generate HKD data type
+  let hkdTypeName = mkName $ hkdConstructorNameTransform config (nameBase typeName)
+  hkdDataDecl <- generateHKDDataType config hkdTypeName typeVars constructors
+
+  -- Generate type family instance
+  let fVar = mkName "f"
+  let typeFamilyInst = generateTypeFamilyInstance typeName hkdTypeName typeVars fVar
+
+  -- Generate From instances if enabled
+  fromInstances <- if hkdGenerateFromInstances config
+    then generateFromInstances config typeName hkdTypeName typeVars constructors
+    else pure []
+
+  pure $ hkdDataDecl : typeFamilyInst : fromInstances
+
+-- | Generate HKD type with default configuration.
+--
+-- @
+-- deriveHKD' ''Person
+-- @
+deriveHKD' :: Name -> Q [Dec]
+deriveHKD' = deriveHKD defaultHKDConfig
+
+--------------------------------------------------------------------------------
+-- Implementation: Extract Type Info
+
+extractTypeInfo :: Info -> Q ([TyVarBndr BndrVis], [Con])
+extractTypeInfo info = case info of
+  TyConI (DataD _ _ typeVars _ cons _) ->
+    pure (typeVars, cons)
+  TyConI (NewtypeD _ _ typeVars _ con _) ->
+    pure (typeVars, [con])
+  _ -> fail $ "Warlock.HKD: Cannot derive HKD for " ++ show info
+
+--------------------------------------------------------------------------------
+-- Implementation: Generate HKD Data Type
+
+generateHKDDataType :: HKDConfig -> Name -> [TyVarBndr BndrVis] -> [Con] -> Q Dec
+generateHKDDataType config hkdTypeName typeVars constructors = do
+  let fVar = mkName "f"
+  let fTyVar = PlainTV fVar BndrReq
+
+  -- Add 'f' as the last type variable
+  let allTyVars = typeVars ++ [fTyVar]
+
+  -- Transform constructors
+  hkdCons <- mapM (transformConstructor config fVar) constructors
+
+  pure $ DataD [] hkdTypeName allTyVars Nothing hkdCons []
+
+transformConstructor :: HKDConfig -> Name -> Con -> Q Con
+transformConstructor config fVar con = case con of
+  RecC conName fields -> do
+    hkdFields <- mapM (transformField config fVar) fields
+    let hkdConName = mkName $ hkdConstructorNameTransform config (nameBase conName)
+    pure $ RecC hkdConName hkdFields
+
+  NormalC conName fields -> do
+    hkdFields <- mapM (transformBangType config fVar) fields
+    let hkdConName = mkName $ hkdConstructorNameTransform config (nameBase conName)
+    pure $ NormalC hkdConName hkdFields
+
+  InfixC left conName right -> do
+    hkdLeft <- transformBangType config fVar left
+    hkdRight <- transformBangType config fVar right
+    let hkdConName = mkName $ hkdConstructorNameTransform config (nameBase conName)
+    pure $ InfixC hkdLeft hkdConName hkdRight
+
+  _ -> fail "Warlock.HKD: GADT constructors not supported"
+
+transformField :: HKDConfig -> Name -> VarBangType -> Q VarBangType
+transformField config fVar (fieldName, bndr, fieldType) = do
+  let hkdFieldName = mkName $ hkdFieldNameTransform config (nameBase fieldName)
+  let hkdFieldType = AppT (VarT fVar) fieldType
+  pure (hkdFieldName, bndr, hkdFieldType)
+
+transformBangType :: HKDConfig -> Name -> BangType -> Q BangType
+transformBangType _config fVar (bndr, fieldType) = do
+  let hkdFieldType = AppT (VarT fVar) fieldType
+  pure (bndr, hkdFieldType)
+
+--------------------------------------------------------------------------------
+-- Implementation: Generate Type Family Instance
+
+generateTypeFamilyInstance :: Name -> Name -> [TyVarBndr BndrVis] -> Name -> Dec
+generateTypeFamilyInstance origTypeName hkdTypeName typeVars fVar =
+  let -- Build the original type applied to its type variables
+      origTypeVarNames = map getTyVarName typeVars
+      origType = foldl AppT (ConT origTypeName) (map VarT origTypeVarNames)
+
+      -- Build the HKD type applied to type variables + f
+      hkdType = foldl AppT (ConT hkdTypeName) (map VarT (origTypeVarNames ++ [fVar]))
+
+      -- type instance HKD OrigType f = HKDType' f
+      lhs = AppT (AppT (ConT ''HKD) origType) (VarT fVar)
+  in TySynInstD (TySynEqn Nothing lhs hkdType)
+  where
+    getTyVarName :: TyVarBndr BndrVis -> Name
+    getTyVarName (PlainTV n _) = n
+    getTyVarName (KindedTV n _ _) = n
+
+--------------------------------------------------------------------------------
+-- Implementation: Generate From Instances
+
+generateFromInstances :: HKDConfig -> Name -> Name -> [TyVarBndr BndrVis] -> [Con] -> Q [Dec]
+generateFromInstances config origTypeName hkdTypeName typeVars constructors = do
+  -- Generate: From (HKD OrigType Identity) OrigType
+  unwrapInst <- generateUnwrapInstance config origTypeName hkdTypeName typeVars constructors
+
+  -- Generate: From OrigType (HKD OrigType Identity)
+  wrapInst <- generateWrapInstance config origTypeName hkdTypeName typeVars constructors
+
+  pure [unwrapInst, wrapInst]
+
+generateUnwrapInstance :: HKDConfig -> Name -> Name -> [TyVarBndr BndrVis] -> [Con] -> Q Dec
+generateUnwrapInstance config origTypeName hkdTypeName typeVars constructors = do
+  let typeVarNames = map getTyVarName typeVars
+  let origType = foldl AppT (ConT origTypeName) (map VarT typeVarNames)
+  -- Use concrete HKD type instead of type family for instance head
+  -- Apply Identity as a type constructor, not a type variable
+  let hkdType = foldl AppT (ConT hkdTypeName) (map VarT typeVarNames ++ [ConT ''Identity])
+
+  -- Generate from clauses for each constructor
+  clauses <- mapM (generateUnwrapClause config) constructors
+
+  let fromMethod = FunD (mkName "from") clauses
+
+  pure $ InstanceD Nothing [] (AppT (AppT (ConT ''Witch.From) hkdType) origType) [fromMethod]
+  where
+    getTyVarName (PlainTV n _) = n
+    getTyVarName (KindedTV n _ _) = n
+
+generateUnwrapClause :: HKDConfig -> Con -> Q Clause
+generateUnwrapClause config con = case con of
+  RecC conName fields -> do
+    -- Generate pattern: HKDCon' (Identity f1) (Identity f2) ...
+    fieldVars <- mapM (\_ -> newName "x") fields
+    let hkdConName = mkName $ hkdConstructorNameTransform config (nameBase conName)
+    -- Use transformed field names for pattern matching
+    let transformedFields = [(mkName $ hkdFieldNameTransform config (nameBase fname), var) | ((fname, _, _), var) <- zip fields fieldVars]
+    let hkdPattern = RecP hkdConName [(fname, ConP 'Identity [] [VarP var]) | (fname, var) <- transformedFields]
+
+    -- Generate expression: OrigCon f1 f2 ...
+    let origConExp = foldl AppE (ConE conName) (map VarE fieldVars)
+
+    pure $ Clause [hkdPattern] (NormalB origConExp) []
+
+  NormalC conName fields -> do
+    fieldVars <- mapM (\_ -> newName "x") fields
+    let hkdConName = mkName $ hkdConstructorNameTransform config (nameBase conName)
+    let hkdPattern = ConP hkdConName [] [ConP 'Identity [] [VarP var] | var <- fieldVars]
+    let origConExp = foldl AppE (ConE conName) (map VarE fieldVars)
+
+    pure $ Clause [hkdPattern] (NormalB origConExp) []
+
+  InfixC _ conName _ -> do
+    leftVar <- newName "l"
+    rightVar <- newName "r"
+    let hkdConName = mkName $ hkdConstructorNameTransform config (nameBase conName)
+    let hkdPattern = InfixP (ConP 'Identity [] [VarP leftVar]) hkdConName (ConP 'Identity [] [VarP rightVar])
+    let origConExp = InfixE (Just (VarE leftVar)) (ConE conName) (Just (VarE rightVar))
+
+    pure $ Clause [hkdPattern] (NormalB origConExp) []
+
+  _ -> fail "Warlock.HKD: GADT constructors not supported in From instances"
+
+generateWrapInstance :: HKDConfig -> Name -> Name -> [TyVarBndr BndrVis] -> [Con] -> Q Dec
+generateWrapInstance config origTypeName hkdTypeName typeVars constructors = do
+  let typeVarNames = map getTyVarName typeVars
+  let origType = foldl AppT (ConT origTypeName) (map VarT typeVarNames)
+  -- Use concrete HKD type instead of type family for instance head
+  -- Apply Identity as a type constructor, not a type variable
+  let hkdType = foldl AppT (ConT hkdTypeName) (map VarT typeVarNames ++ [ConT ''Identity])
+
+  -- Generate from clauses for each constructor
+  clauses <- mapM (generateWrapClause config) constructors
+
+  let fromMethod = FunD (mkName "from") clauses
+
+  pure $ InstanceD Nothing [] (AppT (AppT (ConT ''Witch.From) origType) hkdType) [fromMethod]
+  where
+    getTyVarName (PlainTV n _) = n
+    getTyVarName (KindedTV n _ _) = n
+
+generateWrapClause :: HKDConfig -> Con -> Q Clause
+generateWrapClause config con = case con of
+  RecC conName fields -> do
+    -- Generate pattern: OrigCon f1 f2 ...
+    fieldVars <- mapM (\_ -> newName "x") fields
+    let origPattern = RecP conName [(fname, VarP var) | ((fname, _, _), var) <- zip fields fieldVars]
+
+    -- Generate expression: HKDCon' (Identity f1) (Identity f2) ...
+    let hkdConName = mkName $ hkdConstructorNameTransform config (nameBase conName)
+    let transformedFields = [(mkName $ hkdFieldNameTransform config (nameBase fname), AppE (ConE 'Identity) (VarE var)) | ((fname, _, _), var) <- zip fields fieldVars]
+    let hkdConExp = RecConE hkdConName transformedFields
+
+    pure $ Clause [origPattern] (NormalB hkdConExp) []
+
+  NormalC conName fields -> do
+    fieldVars <- mapM (\_ -> newName "x") fields
+    let origPattern = ConP conName [] [VarP var | var <- fieldVars]
+    let hkdConName = mkName $ hkdConstructorNameTransform config (nameBase conName)
+    let hkdConExp = foldl AppE (ConE hkdConName) [AppE (ConE 'Identity) (VarE var) | var <- fieldVars]
+
+    pure $ Clause [origPattern] (NormalB hkdConExp) []
+
+  InfixC _ conName _ -> do
+    leftVar <- newName "l"
+    rightVar <- newName "r"
+    let origPattern = InfixP (VarP leftVar) conName (VarP rightVar)
+    let hkdConName = mkName $ hkdConstructorNameTransform config (nameBase conName)
+    let hkdConExp = InfixE
+          (Just (AppE (ConE 'Identity) (VarE leftVar)))
+          (ConE hkdConName)
+          (Just (AppE (ConE 'Identity) (VarE rightVar)))
+
+    pure $ Clause [origPattern] (NormalB hkdConExp) []
+
+  _ -> fail "Warlock.HKD: GADT constructors not supported in From instances"
+
diff --git a/src/Warlock/Tutorial.hs b/src/Warlock/Tutorial.hs
new file mode 100644
--- /dev/null
+++ b/src/Warlock/Tutorial.hs
@@ -0,0 +1,1170 @@
+{-# LANGUAGE TemplateHaskell #-}
+{-# LANGUAGE MultiParamTypeClasses #-}
+{-# LANGUAGE DataKinds #-}
+{-# LANGUAGE TypeFamilies #-}
+{-# LANGUAGE FlexibleInstances #-}
+{-# LANGUAGE UndecidableInstances #-}
+{-# LANGUAGE OverloadedLabels #-}
+
+-- |
+-- Module      : Warlock.Tutorial
+-- Description : Comprehensive tutorial for the Warlock library
+-- License     : MIT
+-- Maintainer  : ian@iankduncan.com
+-- Stability   : experimental
+--
+-- = Welcome to Warlock!
+--
+-- Warlock is a Template Haskell library for automatic type-safe mapping between
+-- Haskell data types. It builds on the @witch@ library to provide compile-time
+-- verified conversions with flexible configuration options.
+--
+-- This tutorial will guide you from basic usage to advanced techniques, showing
+-- you how to leverage Warlock's features for real-world scenarios.
+--
+-- == Table of Contents
+--
+-- 1. "Warlock.Tutorial#g:intro" - Introduction & Core Concepts
+-- 2. "Warlock.Tutorial#g:basics" - Getting Started (Basic Examples)
+-- 3. "Warlock.Tutorial#g:naming" - Naming Conventions
+-- 4. "Warlock.Tutorial#g:fields" - Advanced Field Manipulation
+-- 5. "Warlock.Tutorial#g:constructors" - Constructor Mapping
+-- 6. "Warlock.Tutorial#g:tweak" - Type Generation with Warlock.Tweak
+-- 7. "Warlock.Tutorial#g:hkd" - Higher-Kinded Data with Warlock.HKD
+-- 8. "Warlock.Tutorial#g:realworld" - Real-World Patterns
+-- 9. "Warlock.Tutorial#g:advanced" - Advanced Techniques
+-- 10. "Warlock.Tutorial#g:troubleshooting" - Troubleshooting Guide
+--
+-- = Introduction & Core Concepts #intro#
+--
+-- == What is Warlock?
+--
+-- Warlock generates 'Witch.From' and 'Witch.TryFrom' instances between data types,
+-- eliminating boilerplate conversion code while maintaining type safety. Unlike
+-- manual instances or generic deriving, Warlock gives you:
+--
+-- * __Compile-time field name checking__: Typos caught at compile time
+-- * __Flexible mapping strategies__: Structural or semantic matching
+-- * __Powerful field rules__: Computed fields, virtual fields, defaults
+-- * __Type generation__: Create DTOs and HKD types automatically
+--
+-- == When to Use Warlock
+--
+-- Warlock excels at:
+--
+-- * API versioning (V1 → V2 → V3 migrations)
+-- * Database to domain model conversions
+-- * Creating DTOs for web APIs
+-- * Form validation with HKD patterns
+-- * Protocol buffer conversions
+-- * Multi-layer architecture with distinct types per layer
+--
+-- == The witch Library
+--
+-- Warlock builds on @witch@, which provides two type classes:
+--
+-- * 'Witch.From' - Total conversions that always succeed
+-- * 'Witch.TryFrom' - Partial conversions that may fail
+--
+-- Once Warlock generates instances, you use @witch@'s conversion functions:
+--
+-- @
+-- -- Total conversion
+-- employee = 'Witch.from' person :: Employee
+--
+-- -- Fallible conversion
+-- result = 'Witch.tryFrom' text :: Either (TryFromException Text Int) Int
+-- @
+--
+-- == ByPosition vs ByName: Decision Tree
+--
+-- Warlock offers two matching strategies:
+--
+-- +------------------+------------------------------------------------+
+-- | ByPosition       | Structural matching by declaration order       |
+-- +------------------+------------------------------------------------+
+-- | Use when:        | - Types have same shape, different names       |
+-- |                  | - Converting between library types (Either,    |
+-- |                  |   Maybe, tuples)                               |
+-- |                  | - No field naming conventions                  |
+-- +------------------+------------------------------------------------+
+-- | ByName Config    | Semantic matching with configurable rules      |
+-- +------------------+------------------------------------------------+
+-- | Use when:        | - Field names follow conventions               |
+-- |                  | - Need field evolution (add/remove fields)     |
+-- |                  | - Require computed or virtual fields           |
+-- |                  | - Multi-constructor ADTs with naming patterns  |
+-- +------------------+------------------------------------------------+
+--
+-- __Rule of thumb:__ Start with 'ByName' for record types, use 'ByPosition'
+-- for positional constructors or when converting standard library types.
+--
+-- = Getting Started (Basic Examples) #basics#
+--
+-- == Simple Record Mapping
+--
+-- The most common case: two records with the same field names.
+--
+-- @
+-- {-\# LANGUAGE TemplateHaskell \#-}
+-- {-\# LANGUAGE MultiParamTypeClasses \#-}
+--
+-- import Warlock
+-- import qualified Witch as W
+--
+-- data Person = Person { name :: String, age :: Int }
+-- data Employee = Employee { name :: String, age :: Int }
+--
+-- -- Generate From instance: Person → Employee
+-- 'deriveAutomap' ('ByName' 'defaultConfig') ''Person ''Employee
+--
+-- example :: Employee
+-- example = W.from (Person \"Alice\" 30)
+-- @
+--
+-- The generated instance matches fields by name (exact match required).
+--
+-- == Positional Constructor Mapping
+--
+-- For types without field names, use 'ByPosition':
+--
+-- @
+-- data Point2D = Point2D Int Int
+-- data Vector2D = Vector2D Int Int
+--
+-- -- Match by position: 1st → 1st, 2nd → 2nd
+-- 'deriveAutomap' 'ByPosition' ''Point2D ''Vector2D
+--
+-- example :: Vector2D
+-- example = W.from (Point2D 3 4)  -- Vector2D 3 4
+-- @
+--
+-- == Adding Default Values
+--
+-- When the destination type has fields not present in the source:
+--
+-- @
+-- data PersonV1 = PersonV1 { personName :: String }
+-- data PersonV2 = PersonV2
+--   { personName :: String
+--   , personAge :: Int      -- New field!
+--   , personRegion :: String -- Another new field!
+--   }
+--
+-- 'deriveAutomap'
+--   ('ByName' $
+--     'datatypePrefixConfig'
+--     \`'withDefaults'\`
+--       [ ('personAge, [| 0 :: Int |])
+--       , ('personRegion, [| \"US\" :: String |])
+--       ])
+--   ''PersonV1
+--   ''PersonV2
+--
+-- example :: PersonV2
+-- example = W.from (PersonV1 \"Bob\")
+-- -- PersonV2 { personName = \"Bob\", personAge = 0, personRegion = \"US\" }
+-- @
+--
+-- == Basic Field Renaming
+--
+-- When field names differ between types:
+--
+-- @
+-- data Source = Source
+--   { oldName :: String
+--   , oldBalance :: Double
+--   }
+--
+-- data Dest = Dest
+--   { newName :: String
+--   , newBalance :: Double
+--   }
+--
+-- 'deriveAutomap'
+--   ('ByName' $
+--     'defaultConfig'
+--     \`'withRenames'\`
+--       [ ('newName, 'oldName)
+--       , ('newBalance, 'oldBalance)
+--       ])
+--   ''Source
+--   ''Dest
+-- @
+--
+-- = Naming Conventions #naming#
+--
+-- Haskell code often follows naming conventions. Warlock provides pre-built
+-- configurations for common patterns.
+--
+-- == Datatype Prefix Convention
+--
+-- The most common pattern: fields prefixed with the type name.
+--
+-- @
+-- data Person = Person
+--   { personName :: String
+--   , personAge :: Int
+--   }
+--
+-- data Employee = Employee
+--   { employeeName :: String
+--   , employeeAge :: Int
+--   }
+--
+-- -- Automatically strips \"person\" and adds \"employee\"
+-- 'deriveAutomap' ('ByName' 'datatypePrefixConfig') ''Person ''Employee
+-- @
+--
+-- How it works:
+--
+-- 1. Strip source type prefix: @personName@ → @Name@
+-- 2. Add destination type prefix: @Name@ → @employeeName@
+-- 3. Case handled automatically: @Person@ → @person@, @Employee@ → @employee@
+--
+-- == Constructor Prefix Convention
+--
+-- Less common but still used: fields prefixed with constructor name.
+--
+-- @
+-- data Result
+--   = Success { successValue :: String, successTime :: Int }
+--   | Failure { failureError :: String, failureTime :: Int }
+--
+-- data Response
+--   = Ok { okValue :: String, okTime :: Int }
+--   | Err { errError :: String, errTime :: Int }
+--
+-- 'deriveAutomap'
+--   ('ByName' $ 'constructorPrefixConfig' \`'withConstructorMap'\`
+--     [ ('Success, 'Ok)
+--     , ('Failure, 'Err)
+--     ])
+--   ''Result
+--   ''Response
+-- @
+--
+-- == Snake Case ↔ Camel Case
+--
+-- For interfacing with databases or JSON APIs:
+--
+-- @
+-- data DbUser = DbUser
+--   { user_name :: String
+--   , user_email :: String
+--   , created_at :: String
+--   }
+--
+-- data User = User
+--   { userName :: String
+--   , userEmail :: String
+--   , createdAt :: String
+--   }
+--
+-- 'deriveAutomap' ('ByName' 'snakeToCamelConfig') ''DbUser ''User
+-- @
+--
+-- == Custom Normalization
+--
+-- Build your own normalization function:
+--
+-- @
+-- import Data.Char (toUpper)
+--
+-- -- Remove \"internal\" prefix and uppercase first letter
+-- customNormalize :: String -> String
+-- customNormalize s = case 'Warlock.stripPrefix' \"internal\" s of
+--   Just rest -> case rest of
+--     (c:cs) -> toUpper c : cs
+--     [] -> []
+--   Nothing -> s
+--
+-- data Internal = Internal { internalData :: String }
+-- data Public = Public { data_ :: String }
+--
+-- 'deriveAutomap'
+--   ('ByName' $ 'defaultConfig'
+--     \`'withNormalize'\` customNormalize
+--     \`'withRenames'\` [('data_, 'internalData)])
+--   ''Internal
+--   ''Public
+-- @
+--
+-- = Advanced Field Manipulation #fields#
+--
+-- Warlock provides three powerful mechanisms for complex field transformations:
+--
+-- * __Virtual fields__: Runtime computation via 'GHC.Records.HasField'
+-- * __Computed fields__: Compile-time combination of multiple sources
+-- * __Disassembled fields__: Splitting one source into multiple destinations
+--
+-- == Virtual Fields with HasField
+--
+-- Virtual fields use GHC's @HasField@ mechanism to access computed properties
+-- that don't exist as actual fields.
+--
+-- @
+-- {-\# LANGUAGE DataKinds \#-}
+-- {-\# LANGUAGE OverloadedLabels \#-}
+--
+-- import GHC.Records (HasField(..))
+--
+-- data Person = Person
+--   { firstName :: String
+--   , lastName :: String
+--   , age :: Int
+--   }
+--
+-- -- Define virtual field at runtime
+-- instance HasField \"fullName\" Person String where
+--   getField (Person first last _) = first ++ \" \" ++ last
+--
+-- instance HasField \"ageGroup\" Person String where
+--   getField (Person _ _ a) = if a < 18 then \"minor\" else \"adult\"
+--
+-- data Employee = Employee
+--   { empName :: String
+--   , empAge :: Int
+--   , category :: String
+--   }
+--
+-- 'deriveAutomap'
+--   ('ByName' $
+--     'defaultConfig'
+--     \`'withRules'\`
+--       [ 'virtualField' 'empName #fullName  -- OverloadedLabels syntax
+--       , 'rename' 'empAge 'age
+--       , 'virtualField' 'category \"ageGroup\"  -- String syntax
+--       ])
+--   ''Person
+--   ''Employee
+-- @
+--
+-- __When to use virtual fields:__
+--
+-- * Source field is computed at runtime (not a real field)
+-- * Single source, single destination
+-- * Logic lives in @HasField@ instance
+--
+-- == Computed Fields (Combining Multiple Fields)
+--
+-- Combine multiple source fields at compile time using Template Haskell:
+--
+-- @
+-- data Address = Address
+--   { street :: String
+--   , city :: String
+--   , country :: String
+--   }
+--
+-- data ShortAddress = ShortAddress
+--   { location :: String
+--   }
+--
+-- 'deriveAutomap'
+--   ('ByName' $
+--     'defaultConfig'
+--     \`'withRules'\`
+--       [ 'combineFields' 'location $ do
+--           street <- 'Warlock.get' 'street
+--           city <- 'Warlock.get' 'city
+--           country <- 'Warlock.get' 'country
+--           pure [| \$street ++ \", \" ++ \$city ++ \", \" ++ \$country |]
+--       ])
+--   ''Address
+--   ''ShortAddress
+-- @
+--
+-- The 'Warlock.FieldGetter' monad provides:
+--
+-- * 'Warlock.get' - Extract field as Template Haskell expression
+-- * 'Warlock.getName' - Extract field as 'Language.Haskell.TH.Name' (advanced)
+-- * Compile-time checking: references to missing fields are caught
+--
+-- __When to use computed fields:__
+--
+-- * Multiple sources, single destination
+-- * Compile-time transformation
+-- * Need to combine or calculate from multiple fields
+--
+-- == Disassembled Fields (Splitting One Into Many)
+--
+-- Split one source field into multiple destination fields:
+--
+-- @
+-- data FullName = FullName { fullName :: String }
+-- data SplitName = SplitName
+--   { firstName :: String
+--   , lastName :: String
+--   }
+--
+-- 'deriveAutomap'
+--   ('ByName' $
+--     'defaultConfig'
+--     \`'withRules'\`
+--       ('disassembleFields' 'fullName
+--         [ 'firstName 'Warlock..=' do
+--             src <- 'Warlock.getSource'
+--             pure [| case words \$src of (f:_) -> f; _ -> \"\" |]
+--         , 'lastName 'Warlock..=' do
+--             src <- 'Warlock.getSource'
+--             pure [| case words \$src of (_:l:_) -> l; _ -> \"\" |]
+--         ]))
+--   ''FullName
+--   ''SplitName
+-- @
+--
+-- The 'Warlock.DisassembleGetter' monad provides:
+--
+-- * 'Warlock.getSource' - Get source field as TH expression
+-- * 'Warlock.getSourceName' - Get source field as 'Language.Haskell.TH.Name'
+--
+-- __When to use disassembled fields:__
+--
+-- * Single source, multiple destinations
+-- * Parsing or splitting structured data
+-- * Extracting components from composite values
+--
+-- == Field Rule Composition
+--
+-- Rules can be composed using the builder pattern:
+--
+-- @
+-- import Data.Function ((&))
+--
+-- -- Explicit builder style
+-- rule1 = 'Warlock.field' 'balance & 'Warlock.fromField' 'balance_cents
+-- rule2 = 'Warlock.field' 'region & 'Warlock.withDefault' [| \"US\" |]
+--
+-- -- Pre-composed helpers (more common)
+-- rule3 = 'rename' 'newName 'oldName
+-- rule4 = 'defaultTo' 'region [| \"US\" |]
+-- @
+--
+-- = Constructor Mapping #constructors#
+--
+-- For multi-constructor ADTs (sum types), Warlock can map constructor names
+-- with compile-time safety.
+--
+-- == Direct Constructor Mapping
+--
+-- Explicit constructor name mappings with compile-time checking:
+--
+-- @
+-- data ShapeV1
+--   = CircleV1 { radius :: Double }
+--   | RectangleV1 { width :: Double, height :: Double }
+--
+-- data ShapeV2
+--   = Circle { radius :: Double }
+--   | Rectangle { width :: Double, height :: Double }
+--
+-- 'deriveAutomap'
+--   ('ByName' $
+--     'defaultConfig'
+--     \`'withConstructorMap'\`
+--       [ ('CircleV1, 'Circle)
+--       , ('RectangleV1, 'Rectangle)
+--       ])
+--   ''ShapeV1
+--   ''ShapeV2
+-- @
+--
+-- The Template Haskell names @'CircleV1@ and @'Circle@ are checked at compile
+-- time, so typos are caught immediately.
+--
+-- == Suffix Transformations
+--
+-- Common pattern: add or remove version suffixes.
+--
+-- @
+-- data PaymentV1
+--   = CardPaymentV1 { cardNumber :: String }
+--   | CashPaymentV1 { amount :: Double }
+--
+-- data PaymentV2
+--   = CardPaymentV2 { cardNumber :: String, cvv :: String }
+--   | CashPaymentV2 { amount :: Double, currency :: String }
+--
+-- 'deriveAutomap'
+--   ('ByName' $
+--     'defaultConfig'
+--     \`'withConstructorMap'\` 'replaceSuffix' \"V1\" \"V2\"
+--     \`'withDefaults'\`
+--       [ ('cvv, [| \"000\" |])
+--       , ('currency, [| \"USD\" |])
+--       ])
+--   ''PaymentV1
+--   ''PaymentV2
+-- @
+--
+-- Available helpers:
+--
+-- * 'stripSuffix' @\"V1\"@ - Remove suffix: @FooV1@ → @Foo@
+-- * 'addSuffix' @\"V2\"@ - Add suffix: @Foo@ → @FooV2@
+-- * 'replaceSuffix' @\"V1\" \"V2\"@ - Replace: @FooV1@ → @FooV2@
+--
+-- == Custom Constructor Transformations
+--
+-- For complex patterns, provide a transformation function:
+--
+-- @
+-- import Data.Char (toUpper)
+--
+-- uppercaseFirst :: String -> String
+-- uppercaseFirst [] = []
+-- uppercaseFirst (c:cs) = toUpper c : cs
+--
+-- 'deriveAutomap'
+--   ('ByName' $
+--     'defaultConfig'
+--     \`'withConstructorMap'\` 'Warlock.Transform' uppercaseFirst)
+--   ''Source
+--   ''Dest
+-- @
+--
+-- Or use a lambda directly (wrapped in 'Warlock.Transform'):
+--
+-- @
+-- 'deriveAutomap'
+--   ('ByName' $
+--     'defaultConfig'
+--     \`'withConstructorMap'\` 'Warlock.Transform' (++ \"_New\"))
+--   ''Old
+--   ''New
+-- @
+--
+-- == Multi-Constructor ADTs with Field Evolution
+--
+-- Combining constructor mapping with field defaults:
+--
+-- @
+-- data EventV1
+--   = UserLoginV1 { userId :: Int, loginTime :: String }
+--   | UserLogoutV1 { userId :: Int }
+--   | ErrorOccurredV1 { errorMsg :: String }
+--
+-- data EventV2
+--   = UserLoginV2 { userId :: Int, loginTime :: String, ipAddress :: String }
+--   | UserLogoutV2 { userId :: Int, sessionDuration :: Int }
+--   | ErrorOccurredV2 { errorMsg :: String, errorCode :: Int }
+--
+-- 'deriveAutomap'
+--   ('ByName' $
+--     'defaultConfig'
+--     \`'withConstructorMap'\` 'replaceSuffix' \"V1\" \"V2\"
+--     \`'withDefaults'\`
+--       [ ('ipAddress, [| \"unknown\" |])
+--       , ('sessionDuration, [| 0 |])
+--       , ('errorCode, [| 500 |])
+--       ])
+--   ''EventV1
+--   ''EventV2
+-- @
+--
+-- = Type Generation with Warlock.Tweak #tweak#
+--
+-- @Warlock.Tweak@ generates new data types from existing ones, inspired by
+-- TypeScript's utility types like @Pick\<T, K\>@ and @Omit\<T, K\>@.
+--
+-- == Pick: Selecting Specific Fields
+--
+-- Create a type with only selected fields:
+--
+-- @
+-- import qualified Warlock.Tweak as Tweak
+-- import Warlock.Tweak (pick)
+--
+-- data User = User
+--   { userId :: Int
+--   , userName :: String
+--   , userEmail :: String
+--   , userPassword :: String
+--   , userCreatedAt :: String
+--   }
+--
+-- -- Pick only public fields (TypeScript: Pick\<User, \"id\" | \"name\"\>)
+-- pick ''User \"UserSummary\" ['userId, 'userName]
+--
+-- -- Generates:
+-- -- data UserSummary = UserSummary
+-- --   { userId :: Int
+-- --   , userName :: String
+-- --   }
+-- -- instance From User UserSummary
+-- @
+--
+-- == Omit: Excluding Specific Fields
+--
+-- Create a type excluding sensitive fields:
+--
+-- @
+-- import Warlock.Tweak (omit)
+--
+-- -- Omit sensitive fields (TypeScript: Omit\<User, \"password\"\>)
+-- omit ''User \"UserResponse\" ['userPassword]
+--
+-- -- Generates:
+-- -- data UserResponse = UserResponse
+-- --   { userId :: Int
+-- --   , userName :: String
+-- --   , userEmail :: String
+-- --   , userCreatedAt :: String
+-- --   }
+-- -- instance From User UserResponse
+-- @
+--
+-- == Prefix Operations with Tweak
+--
+-- Combine field selection with prefix transformations:
+--
+-- @
+-- -- Strip \"user\" prefix from field names
+-- pick ''User \"UserClean\" ['userId, 'userName, 'userEmail]
+--   \`Tweak.stripPrefix\` \"user\"
+--
+-- -- Generates:
+-- -- data UserClean = UserClean
+-- --   { id :: Int
+-- --   , name :: String
+-- --   , email :: String
+-- --   }
+-- @
+--
+-- Available prefix operations:
+--
+-- * @\`Tweak.stripPrefix\` \"user\"@ - Remove prefix
+-- * @\`Tweak.addPrefix\` \"dto\"@ - Add prefix
+-- * @\`Tweak.replacePrefix\` (\"user\", \"api\")@ - Replace prefix
+--
+-- == Combining with Field Rules
+--
+-- @Warlock.Tweak@ supports all Warlock field rules:
+--
+-- @
+-- import Warlock.Tweak (withRules)
+--
+-- pick ''Person \"PersonDTO\" ['fullName, 'age]
+--   \`withRules\`
+--   [ combineFields 'fullName $ do
+--       first <- Warlock.get 'firstName
+--       last <- Warlock.get 'lastName
+--       pure [| \$first ++ \" \" ++ \$last |]
+--   , rename 'age 'personAge
+--   ]
+-- @
+--
+-- == API Response Types
+--
+-- Common pattern: create response DTOs for web APIs:
+--
+-- @
+-- data DbUser = DbUser
+--   { dbUserId :: Int
+--   , dbUserName :: String
+--   , dbUserEmail :: String
+--   , dbUserPasswordHash :: ByteString
+--   , dbUserSalt :: ByteString
+--   , dbUserCreatedAt :: UTCTime
+--   , dbUserUpdatedAt :: UTCTime
+--   }
+--
+-- -- Public API response (omit internal fields, strip prefix)
+-- omit ''DbUser \"UserResponse\"
+--   [ 'dbUserPasswordHash
+--   , 'dbUserSalt
+--   ]
+--   \`Tweak.stripPrefix\` \"dbUser\"
+--
+-- -- Generates:
+-- -- data UserResponse = UserResponse
+-- --   { id :: Int
+-- --   , name :: String
+-- --   , email :: String
+-- --   , createdAt :: UTCTime
+-- --   , updatedAt :: UTCTime
+-- --   }
+-- @
+--
+-- = Higher-Kinded Data with Warlock.HKD #hkd#
+--
+-- @Warlock.HKD@ generates Higher-Kinded Data types where each field is wrapped
+-- in a type constructor @f@. This enables powerful patterns for validation,
+-- partial construction, and generic programming.
+--
+-- == Basic HKD Generation
+--
+-- @
+-- {-\# LANGUAGE TemplateHaskell \#-}
+-- {-\# LANGUAGE TypeFamilies \#-}
+--
+-- import Warlock.HKD
+-- import Data.Functor.Identity
+-- import Witch (from)
+--
+-- data Person = Person
+--   { name :: String
+--   , age :: Int
+--   , email :: String
+--   }
+--
+-- 'Warlock.HKD.deriveHKD'' ''Person
+--
+-- -- Generates:
+-- -- data Person' f = Person'
+-- --   { name :: f String
+-- --   , age :: f Int
+-- --   , email :: f String
+-- --   }
+-- -- type instance HKD Person f = Person' f
+-- -- instance From (Person' Identity) Person
+-- -- instance From Person (Person' Identity)
+-- @
+--
+-- == Identity Wrapper Conversion
+--
+-- The primary use case: wrap and unwrap values in 'Data.Functor.Identity':
+--
+-- @
+-- -- Wrap in Identity
+-- let person = Person \"Alice\" 30 \"alice\@example.com\"
+-- let hkdPerson = from person :: HKD Person Identity
+--
+-- -- Unwrap from Identity
+-- let unwrapped = from hkdPerson :: Person
+-- @
+--
+-- == Form Validation with Maybe
+--
+-- Build up values incrementally with 'Maybe', then validate:
+--
+-- @
+-- -- Form data with optional fields
+-- let formData = Person' (Just \"Bob\") Nothing (Just \"bob\@example.com\")
+--              :: Person' Maybe
+--
+-- -- Validate: all fields must be present
+-- validatePerson :: Person' Maybe -> Maybe Person
+-- validatePerson (Person' (Just n) (Just a) (Just e)) = Just (Person n a e)
+-- validatePerson _ = Nothing
+--
+-- case validatePerson formData of
+--   Just person -> putStrLn \"Valid!\"
+--   Nothing -> putStrLn \"Missing fields\"
+-- @
+--
+-- == Integration with Barbies
+--
+-- Warlock.HKD generates types compatible with the @barbies@ library for
+-- generic traversals:
+--
+-- @
+-- {-\# LANGUAGE DeriveGeneric \#-}
+-- {-\# LANGUAGE StandaloneDeriving \#-}
+--
+-- import qualified Barbies as B
+-- import GHC.Generics (Generic)
+--
+-- data Person = Person
+--   { name :: String
+--   , age :: Int
+--   }
+--
+-- deriveHKD' ''Person
+--
+-- deriving instance Generic (Person' f)
+-- instance B.FunctorB Person'
+-- instance B.TraversableB Person'
+-- instance B.ApplicativeB Person'
+--
+-- -- Now use barbies operations
+-- validateForm :: Person' Maybe -> Either [String] Person
+-- validateForm p = case B.btraverse (maybe (Left [\"missing\"]) Right) p of
+--   Left errs -> Left errs
+--   Right identityPerson -> Right (from identityPerson)
+-- @
+--
+-- == Custom HKD Configuration
+--
+-- Customize field and constructor naming:
+--
+-- @
+-- -- Add \"hkd\" prefix to fields
+-- deriveHKD (defaultHKDConfig \`withFieldPrefix\` \"hkd\") ''User
+--
+-- -- Use \"HKD\" suffix for constructor
+-- deriveHKD (defaultHKDConfig \`withConstructorSuffix\` \"HKD\") ''Person
+--
+-- -- Generates: PersonHKD instead of Person'
+-- @
+--
+-- = Real-World Patterns #realworld#
+--
+-- == API Versioning (V1 → V2 → V3)
+--
+-- Gracefully evolve your API over multiple versions:
+--
+-- @
+-- -- Version 1: Initial release
+-- data UserV1 = UserV1
+--   { userV1Name :: String
+--   , userV1Email :: String
+--   }
+--
+-- -- Version 2: Added age field
+-- data UserV2 = UserV2
+--   { userV2Name :: String
+--   , userV2Email :: String
+--   , userV2Age :: Int
+--   }
+--
+-- -- Version 3: Split name into first/last
+-- data UserV3 = UserV3
+--   { userV3FirstName :: String
+--   , userV3LastName :: String
+--   , userV3Email :: String
+--   , userV3Age :: Int
+--   }
+--
+-- -- V1 → V2: Add default age
+-- deriveAutomap
+--   (ByName $ datatypePrefixConfig
+--     \`withDefaults\` [('userV2Age, [| 0 |])])
+--   ''UserV1 ''UserV2
+--
+-- -- V2 → V3: Split name, keep other fields
+-- deriveAutomap
+--   (ByName $ datatypePrefixConfig
+--     \`withRules\`
+--       (disassembleFields 'userV2Name
+--         [ 'userV3FirstName .= do
+--             src <- getSource
+--             pure [| case words \$src of (f:_) -> f; _ -> \"\" |]
+--         , 'userV3LastName .= do
+--             src <- getSource
+--             pure [| case words \$src of (_:l:_) -> l; _ -> \"\" |]
+--         ]))
+--   ''UserV2 ''UserV3
+--
+-- -- Now you can chain conversions
+-- upgradeToLatest :: UserV1 -> UserV3
+-- upgradeToLatest v1 = from (from v1 :: UserV2)
+-- @
+--
+-- == Database to Domain Model Conversion
+--
+-- Separate persistence layer from domain logic:
+--
+-- @
+-- -- Persistent-generated database entity
+-- data DbProduct = DbProduct
+--   { dbProductId :: Int
+--   , dbProductName :: String
+--   , dbProductPriceCents :: Int
+--   , dbProductCreatedAt :: UTCTime
+--   }
+--
+-- -- Clean domain model
+-- data Product = Product
+--   { productId :: Int
+--   , productName :: String
+--   , productPrice :: Double  -- Different type!
+--   }
+--
+-- deriveAutomap
+--   (ByName $ customPrefixRules \"product\" \"dbProduct\"
+--     \`withRules\`
+--       [ mapField 'productPrice $ \\src _dst ->
+--           [| fromIntegral (dbProductPriceCents \$(varE src)) / 100.0 |]
+--       ])
+--   ''DbProduct ''Product
+-- @
+--
+-- == Request/Response DTOs
+--
+-- Create separate types for API requests and responses:
+--
+-- @
+-- -- Internal domain model
+-- data User = User
+--   { userId :: Int
+--   , userName :: String
+--   , userEmail :: String
+--   , userPasswordHash :: ByteString
+--   , userCreatedAt :: UTCTime
+--   }
+--
+-- -- API request (no ID, no timestamps)
+-- pick ''User \"CreateUserRequest\" ['userName, 'userEmail, 'userPasswordHash]
+--   \`Tweak.stripPrefix\` \"user\"
+--
+-- -- API response (no password)
+-- omit ''User \"UserResponse\" ['userPasswordHash]
+--   \`Tweak.stripPrefix\` \"user\"
+--
+-- -- Generates:
+-- -- data CreateUserRequest = CreateUserRequest
+-- --   { name :: String
+-- --   , email :: String
+-- --   , passwordHash :: ByteString
+-- --   }
+-- --
+-- -- data UserResponse = UserResponse
+-- --   { id :: Int
+-- --   , name :: String
+-- --   , email :: String
+-- --   , createdAt :: UTCTime
+-- --   }
+-- @
+--
+-- == Nested Type Conversions
+--
+-- Warlock automatically handles nested conversions using @witch@'s @into@:
+--
+-- @
+-- data PersonV1 = PersonV1 { age :: Int }
+-- data PersonV2 = PersonV2 { age :: Integer }  -- Different type
+--
+-- deriveAutomap (ByName defaultConfig) ''PersonV1 ''PersonV2
+--
+-- -- Requires: instance From Int Integer (provided by witch)
+--
+-- -- For lists and other containers:
+-- data TeamV1 = TeamV1 { members :: [PersonV1] }
+-- data TeamV2 = TeamV2 { members :: [PersonV2] }
+--
+-- deriveAutomap (ByName defaultConfig) ''TeamV1 ''TeamV2
+--
+-- -- Requires: instance From PersonV1 PersonV2 (derived above)
+-- -- Warlock uses witch's into to convert the list elements
+-- @
+--
+-- == Multi-Step Transformations
+--
+-- Chain multiple transformations for complex scenarios:
+--
+-- @
+-- -- Step 1: Generate DTO with Tweak
+-- omit ''User \"UserDTO\" ['userPassword]
+--   \`Tweak.stripPrefix\` \"user\"
+--
+-- -- Step 2: Generate HKD for validation
+-- deriveHKD' ''UserDTO
+--
+-- -- Step 3: Use in form validation
+-- validateUserForm :: UserDTO' Maybe -> Either [String] User
+-- validateUserForm formData = do
+--   -- Validate with barbies
+--   dto <- btraverse (maybe (Left [\"missing\"]) Right) formData
+--   -- Add back password (from separate secure input)
+--   password <- getPasswordSecurely
+--   pure $ User
+--     { userId = id (from dto)
+--     , userName = name (from dto)
+--     , userEmail = email (from dto)
+--     , userPassword = password
+--     , userCreatedAt = now
+--     }
+-- @
+--
+-- = Advanced Techniques #advanced#
+--
+-- == Combining Tweak + HKD
+--
+-- Generate DTOs and their HKD versions for form handling:
+--
+-- @
+-- data User = User
+--   { userId :: Int
+--   , userName :: String
+--   , userEmail :: String
+--   , userPassword :: String
+--   }
+--
+-- -- Step 1: Create DTO (omit ID)
+-- omit ''User \"UserForm\" ['userId]
+--   \`Tweak.stripPrefix\` \"user\"
+--
+-- -- Step 2: Generate HKD for partial form data
+-- deriveHKD' ''UserForm
+--
+-- -- Usage:
+-- emptyForm :: UserForm' Maybe
+-- emptyForm = UserForm' Nothing Nothing Nothing
+--
+-- fillName :: String -> UserForm' Maybe -> UserForm' Maybe
+-- fillName n form = form { name = Just n }
+-- @
+--
+-- == Custom Rule Generators
+--
+-- Create reusable field rule generators for your domain:
+--
+-- @
+-- -- Rule generator for monetary fields (cents to dollars)
+-- moneyFieldRules :: RuleGenContext -> String -> Maybe FieldRule
+-- moneyFieldRules _ctx dstField
+--   | \"price\" \`isPrefixOf\` dstField = Just $ mapField (mkName dstField) $
+--       \\src _dst -> [| fromIntegral \$(varE src) / 100.0 |]
+--   | \"cost\" \`isPrefixOf\` dstField = Just $ mapField (mkName dstField) $
+--       \\src _dst -> [| fromIntegral \$(varE src) / 100.0 |]
+--   | otherwise = Nothing
+--
+-- deriveAutomap
+--   (ByName $ defaultConfig
+--     \`withRuleGens\` [datatypePrefixRules, moneyFieldRules])
+--   ''DbProduct ''Product
+-- @
+--
+-- == Parameterized Types
+--
+-- Handle types with type parameters:
+--
+-- @
+-- data Container a = Container { value :: a }
+-- data Box a = Box { contents :: a }
+--
+-- -- Use deriveAutomapWith with concrete types
+-- deriveAutomapWith (ByName defaultConfig)
+--   [t| Container Int |]
+--   [t| Box Int |]
+--
+-- -- Or derive for polymorphic case (if structures match)
+-- deriveAutomap (ByName defaultConfig)
+--   ''Container ''Box
+-- @
+--
+-- == Performance Considerations
+--
+-- Warlock generates code at compile time, so there's zero runtime overhead
+-- beyond the conversion logic itself. However, keep these in mind:
+--
+-- * __Compile times__: Large types or many derivations increase TH compile time
+-- * __Code size__: Each derivation generates instance code (negligible impact)
+-- * __Field rules__: Computed fields add expression complexity
+-- * __Nested conversions__: Deep nesting may impact conversion performance
+--
+-- Tips for large codebases:
+--
+-- * Group related derivations in separate modules
+-- * Use @ByPosition@ for simple positional types (simpler generated code)
+-- * Profile if performance is a concern (usually not an issue)
+--
+-- = Troubleshooting Guide #troubleshooting#
+--
+-- == Common Compile Errors
+--
+-- === \"No instance for From ...\"
+--
+-- __Problem:__ Warlock uses @witch@'s @into@ for nested conversions.
+--
+-- @
+-- -- Error: No instance for From Int String
+-- data A = A { field :: Int }
+-- data B = B { field :: String }
+-- deriveAutomap (ByName defaultConfig) ''A ''B
+-- @
+--
+-- __Solution:__ Provide the missing From instance or use a field rule:
+--
+-- @
+-- deriveAutomap
+--   (ByName $ defaultConfig
+--     \`withRules\`
+--       [ mapField 'field $ \\src _dst -> [| show \$(varE src) |]
+--       ])
+--   ''A ''B
+-- @
+--
+-- === \"Field not found in source type\"
+--
+-- __Problem:__ Destination field has no corresponding source field.
+--
+-- __Solution:__ Add a default value or compute it:
+--
+-- @
+-- deriveAutomap
+--   (ByName $ defaultConfig \`withDefaults\` [('newField, [| defaultValue |])])
+--   ''Source ''Dest
+-- @
+--
+-- === \"Constructor count mismatch\"
+--
+-- __Problem:__ ByPosition requires same number of constructors.
+--
+-- __Solution:__ Use ByName instead, or ensure constructor counts match.
+--
+-- === \"Cannot mix record and positional constructors\"
+--
+-- __Problem:__ One type uses records, the other uses positional constructors.
+--
+-- __Solution:__ Both types must use the same constructor style (or use ByPosition
+-- for both if they're positional).
+--
+-- == Debugging Generated Code
+--
+-- To see what code Warlock generates, use GHC's @-ddump-splices@ flag:
+--
+-- @
+-- stack build --ghc-options=-ddump-splices
+-- cabal build --ghc-options=-ddump-splices
+-- @
+--
+-- This shows the full generated instance code, helpful for understanding
+-- compilation errors.
+--
+-- == Type Inference Issues
+--
+-- Sometimes GHC needs type annotations when using @from@:
+--
+-- @
+-- -- Ambiguous:
+-- let x = from myValue
+--
+-- -- Fixed with type annotation:
+-- let x = from myValue :: TargetType
+--
+-- -- Or using TypeApplications:
+-- let x = from \@SourceType \@TargetType myValue
+-- @
+--
+-- == When to Use Qualified Imports
+--
+-- Some Warlock names might conflict with your code:
+--
+-- @
+-- -- Recommended for Tweak (many common names)
+-- import qualified Warlock.Tweak as Tweak
+--
+-- -- Use: Tweak.pick, Tweak.omit, Tweak.stripPrefix
+--
+-- -- Main Warlock module usually doesn't need qualification
+-- import Warlock
+-- @
+--
+-- = Conclusion
+--
+-- You now have a comprehensive understanding of Warlock's capabilities!
+--
+-- __Key Takeaways:__
+--
+-- * Use 'ByName' for records, 'ByPosition' for positional types
+-- * Leverage pre-built configs: 'datatypePrefixConfig', 'snakeToCamelConfig'
+-- * Virtual fields for runtime computation, computed fields for compile-time
+-- * @Warlock.Tweak@ for generating DTOs (@pick@/@omit@)
+-- * @Warlock.HKD@ for validation and partial construction
+-- * Combine features for powerful real-world patterns
+--
+-- __Next Steps:__
+--
+-- * Explore the main "Warlock" module documentation
+-- * Check out "Warlock.Tweak" for DTO generation
+-- * Learn about "Warlock.HKD" for HKD patterns
+-- * Read the README for quick reference
+--
+-- Happy mapping! 🧙
+
+module Warlock.Tutorial () where
+
+-- This module is documentation-only. All exports are from Warlock, Warlock.Tweak, and Warlock.HKD.
+
diff --git a/src/Warlock/Tweak.hs b/src/Warlock/Tweak.hs
new file mode 100644
--- /dev/null
+++ b/src/Warlock/Tweak.hs
@@ -0,0 +1,633 @@
+{-# LANGUAGE TemplateHaskell #-}
+{-# LANGUAGE RecordWildCards #-}
+-- |
+-- Module      : Warlock.Tweak
+-- Description : Generate new data types from existing ones with modifications
+-- License     : MIT
+--
+-- = Overview
+--
+-- @Warlock.Tweak@ allows you to derive new data types from existing ones by
+-- specifying field modifications (selection, renaming, prefix operations).
+-- It automatically generates the new type and optionally creates 'Warlock.From'
+-- instances between the source and derived types.
+--
+-- = Quick Example
+--
+-- @
+-- {-# LANGUAGE TemplateHaskell #-}
+-- import Warlock.Tweak
+--
+-- data User = User
+--   { userId :: Int
+--   , userName :: String
+--   , userEmail :: String
+--   , userPassword :: ByteString
+--   }
+--
+-- -- Generate DTO without sensitive fields
+-- tweakType
+--   (DropFrom $ defaultTweakConfig
+--     \`withoutFields\` ['userPassword]
+--     \`stripPrefix\` "user")
+--   "UserDTO"
+--   ''User
+--
+-- -- Generates:
+-- -- data UserDTO = UserDTO
+-- --   { id :: Int
+-- --   , name :: String
+-- --   , email :: String
+-- --   }
+-- -- derive (ByName config) ''User ''UserDTO
+-- @
+--
+-- = Use Cases
+--
+-- * **DTOs**: Create API response/request types from database entities
+-- * **Projections**: Subset of fields for specific use cases
+-- * **API Versioning**: Generate V1/V2 types with field evolution
+-- * **Type Refinement**: Create more specific types by dropping optional fields
+--
+-- = Advanced Field Rules
+--
+-- Warlock.Tweak now supports all Warlock field rules including:
+--
+-- * 'combineFields' - Combine multiple source fields into one
+-- * 'disassembleFields' - Split one source field into multiple
+-- * 'mapField' - Apply custom transformations to fields
+-- * 'virtualField' - Use HasField for dynamic field access
+-- * 'computedField' - Compute field values from expressions
+--
+-- @
+-- -- Combine firstName and lastName into fullName:
+-- pick ''Person "PersonDTO" ['fullName, 'age] \`withRules\`
+--   [ combineFields 'fullName $ do
+--       first <- get 'firstName
+--       last <- get 'lastName
+--       pure [| $first ++ \" \" ++ $last |]
+--   ]
+--
+-- -- Transform email to lowercase:
+-- omit ''User "PublicUser" ['password] \`withRules\`
+--   [ mapField 'email (\src _dst -> [| map toLower $(varE src) |])
+--   ]
+-- @
+--
+-- = Configuration
+--
+-- Configuration is composable using helper functions:
+--
+-- @
+-- defaultTweakConfig
+--   \`withFields\` ['field1, 'field2]        -- Keep only these
+--   \`withRenames\` [('oldName, 'newName)]   -- Explicit renames
+--   \`stripPrefix\` "user"                   -- Remove prefix from all fields
+--   \`withAutoDerive\` False                 -- Disable automatic instance generation
+-- @
+
+module Warlock.Tweak
+  ( -- * Type Derivation (TypeScript-style)
+    pick
+  , omit
+  , pick'
+  , omit'
+
+    -- * Legacy API
+  , tweakType
+  , TweakStrategy(..)
+
+    -- * Configuration
+  , TweakConfig(..)
+  , defaultTweakConfig
+  , FieldSelector(..)
+  , PrefixOp(..)
+
+    -- * Configuration Helpers
+  , withFields
+  , withoutFields
+  , withRenames
+  , withPrefixOps
+  , withAutoDerive
+  , withRules
+  , withDefaults
+  , withNormalize
+  , withRuleGens
+
+    -- * Prefix Operations
+  , stripPrefix
+  , addPrefix
+  , replacePrefix
+
+    -- * Re-exports from Warlock (Field Rules)
+  , Warlock.FieldRule
+  , Warlock.rename
+  , Warlock.defaultTo
+  , Warlock.ignore
+  , Warlock.mapField
+  , Warlock.virtualField
+  , Warlock.computedField
+  , Warlock.combineFields
+  , Warlock.disassembleFields
+  , Warlock.DisassembledField
+  , (Warlock..=)
+
+    -- * Field Getters
+  , Warlock.FieldGetter
+  , Warlock.get
+  , Warlock.getName
+  , Warlock.DisassembleGetter
+  , Warlock.getSource
+  , Warlock.getSourceName
+
+    -- * Name Normalizers
+  , Warlock.snakeToCamel
+  , Warlock.camelToSnake
+  , Warlock.lowerFirst
+
+    -- * Field Rule Generators
+  , Warlock.datatypePrefixRules
+  , Warlock.constructorPrefixRules
+  , Warlock.customPrefixRules
+  , Warlock.RuleGenContext(..)
+  ) where
+
+import Language.Haskell.TH
+import Control.Monad (when, forM)
+import Data.List (isPrefixOf)
+import Data.Char (toLower, toUpper)
+import qualified Warlock
+
+--------------------------------------------------------------------------------
+-- Core Types
+
+-- | Strategy for deriving a new type from an existing one.
+data TweakStrategy
+  = KeepOnly TweakConfig   -- ^ Keep only specified fields
+  | DropFrom TweakConfig   -- ^ Drop specified fields, keep rest
+  | TransformWith TweakConfig  -- ^ Reserved for future type transformations
+
+-- | Configuration for type derivation.
+--
+-- Build configurations using 'defaultTweakConfig' and helper functions:
+--
+-- @
+-- defaultTweakConfig
+--   \`withFields\` ['field1, 'field2]
+--   \`stripPrefix\` "user"
+-- @
+data TweakConfig = TweakConfig
+  { fieldSelector :: FieldSelector
+    -- ^ Which fields to select/keep
+  , warlockConfig :: Warlock.Config
+    -- ^ Embedded Warlock configuration for field rules
+  , autoDerive :: Bool
+    -- ^ Whether to automatically generate From instances (default: True)
+  }
+
+-- | Selector for which fields to include.
+data FieldSelector
+  = AllFields
+    -- ^ Select all fields (used with DropFrom)
+  | SelectFields [Name]
+    -- ^ Select only these specific fields (used with KeepOnly)
+  deriving (Show, Eq)
+
+-- | Prefix operations that can be applied to field names.
+data PrefixOp
+  = StripPrefix String
+    -- ^ Remove prefix from field names
+  | AddPrefix String
+    -- ^ Add prefix to field names
+  | ReplacePrefix String String
+    -- ^ Replace one prefix with another
+  deriving (Show, Eq)
+
+--------------------------------------------------------------------------------
+-- Default Configuration
+
+-- | Default configuration: all fields, no renames, no prefix ops, auto-derive enabled.
+defaultTweakConfig :: TweakConfig
+defaultTweakConfig = TweakConfig
+  { fieldSelector = AllFields
+  , warlockConfig = Warlock.defaultConfig
+  , autoDerive = True
+  }
+
+--------------------------------------------------------------------------------
+-- Configuration Helpers
+
+-- | Keep only the specified fields.
+--
+-- @
+-- defaultTweakConfig \`withFields\` ['userId, 'userName]
+-- @
+withFields :: TweakConfig -> [Name] -> TweakConfig
+withFields cfg fields = cfg { fieldSelector = SelectFields fields }
+
+-- | Drop the specified fields (inverse of 'withFields').
+--
+-- @
+-- defaultTweakConfig \`withoutFields\` ['userPassword, 'userCreatedAt]
+-- @
+withoutFields :: TweakConfig -> [Name] -> TweakConfig
+withoutFields cfg fields = cfg { fieldSelector = SelectFields fields }
+
+-- | Add explicit field renames.
+--
+-- @
+-- defaultTweakConfig \`withRenames\` [('userId, 'id), ('userName, 'name)]
+-- @
+withRenames :: TweakConfig -> [(Name, Name)] -> TweakConfig
+withRenames cfg renames = cfg { warlockConfig = Warlock.withRenames (warlockConfig cfg) renames }
+
+-- | Set prefix operations (legacy support - now implemented via Warlock normalize).
+--
+-- @
+-- defaultTweakConfig \`withPrefixOps\` [StripPrefix "user", AddPrefix "dto"]
+-- @
+withPrefixOps :: TweakConfig -> [PrefixOp] -> TweakConfig
+withPrefixOps cfg ops =
+  let oldNormalize = Warlock.normalize (warlockConfig cfg)
+      newNormalize = composePrefixOps oldNormalize ops
+  in cfg { warlockConfig = Warlock.withNormalize (warlockConfig cfg) newNormalize }
+  where
+    composePrefixOps :: (String -> String) -> [PrefixOp] -> (String -> String)
+    composePrefixOps baseNorm ops' s = foldl applyOp (baseNorm s) ops'
+
+    applyOp :: String -> PrefixOp -> String
+    applyOp name (StripPrefix prefix) =
+      if prefix `isPrefixOf` name
+        then lowercaseFirst2 $ drop (length prefix) name
+        else name
+    applyOp name (AddPrefix prefix) = prefix ++ uppercaseFirst2 name
+    applyOp name (ReplacePrefix old new) =
+      if old `isPrefixOf` name
+        then new ++ uppercaseFirst2 (drop (length old) name)
+        else name
+
+    lowercaseFirst2 :: String -> String
+    lowercaseFirst2 [] = []
+    lowercaseFirst2 (c:cs) = toLower c : cs
+
+    uppercaseFirst2 :: String -> String
+    uppercaseFirst2 [] = []
+    uppercaseFirst2 (c:cs) = toUpper c : cs
+
+-- | Enable or disable automatic instance generation.
+--
+-- @
+-- defaultTweakConfig \`withAutoDerive\` False
+-- @
+withAutoDerive :: TweakConfig -> Bool -> TweakConfig
+withAutoDerive cfg enabled = cfg { autoDerive = enabled }
+
+-- | Add custom field rules (combineFields, disassembleFields, mapField, etc.).
+--
+-- @
+-- defaultTweakConfig \`withRules\`
+--   [ combineFields 'fullName $ do
+--       first <- get 'firstName
+--       last <- get 'lastName
+--       pure [| $first ++ " " ++ $last |]
+--   , mapField 'email (\src _dst -> [| toLower <$> $(varE src) |])
+--   ]
+-- @
+withRules :: TweakConfig -> [Warlock.FieldRule] -> TweakConfig
+withRules cfg rules = cfg { warlockConfig = Warlock.withRules (warlockConfig cfg) rules }
+
+-- | Add default values for new fields.
+--
+-- @
+-- defaultTweakConfig \`withDefaults\` [('newField, [| \"default\" |])]
+-- @
+withDefaults :: TweakConfig -> [(Name, Q Exp)] -> TweakConfig
+withDefaults cfg defaults = cfg { warlockConfig = Warlock.withDefaults (warlockConfig cfg) defaults }
+
+-- | Set the field name normalization function.
+--
+-- @
+-- defaultTweakConfig \`withNormalize\` snakeToCamel
+-- @
+withNormalize :: TweakConfig -> (String -> String) -> TweakConfig
+withNormalize cfg f = cfg { warlockConfig = Warlock.withNormalize (warlockConfig cfg) f }
+
+-- | Set field rule generators.
+--
+-- @
+-- defaultTweakConfig \`withRuleGens\` [datatypePrefixRules]
+-- @
+withRuleGens :: TweakConfig -> [Warlock.RuleGenContext -> String -> Maybe Warlock.FieldRule] -> TweakConfig
+withRuleGens cfg gens = cfg { warlockConfig = Warlock.withRuleGens (warlockConfig cfg) gens }
+
+--------------------------------------------------------------------------------
+-- Convenience Functions
+
+-- | Strip a prefix from all field names.
+--
+-- @
+-- defaultTweakConfig \`stripPrefix\` "user"  -- userName -> name
+-- @
+stripPrefix :: TweakConfig -> String -> TweakConfig
+stripPrefix cfg prefix = withPrefixOps cfg [StripPrefix prefix]
+
+-- | Add a prefix to all field names.
+--
+-- @
+-- defaultTweakConfig \`addPrefix\` "dto"  -- name -> dtoName
+-- @
+addPrefix :: TweakConfig -> String -> TweakConfig
+addPrefix cfg prefix = withPrefixOps cfg [AddPrefix prefix]
+
+-- | Replace one prefix with another.
+--
+-- @
+-- defaultTweakConfig \`replacePrefix\` ("user", "dto")  -- userName -> dtoName
+-- @
+replacePrefix :: TweakConfig -> (String, String) -> TweakConfig
+replacePrefix cfg (old, new) = withPrefixOps cfg [ReplacePrefix old new]
+
+--------------------------------------------------------------------------------
+-- TypeScript-style API
+
+-- | Pick specific fields from a type to create a new type.
+--
+-- Similar to TypeScript's @Pick<T, K>@ utility type.
+--
+-- @
+-- data User = User
+--   { userId :: Int
+--   , userName :: String
+--   , userEmail :: String
+--   , userPassword :: String
+--   }
+--
+-- -- Pick only id and name fields
+-- pick ''User "UserSummary" ['userId, 'userName]
+--
+-- -- With additional config
+-- pick ''User "UserDTO" ['userId, 'userName, 'userEmail]
+--   \`stripPrefix\` "user"
+-- @
+pick
+  :: Name          -- ^ Source type
+  -> String        -- ^ New type name
+  -> [Name]        -- ^ Fields to pick
+  -> Q [Dec]
+pick sourceType newTypeName fields =
+  tweakType (KeepOnly $ defaultTweakConfig `withFields` fields) newTypeName sourceType
+
+-- | Omit specific fields from a type to create a new type.
+--
+-- Similar to TypeScript's @Omit<T, K>@ utility type.
+--
+-- @
+-- data User = User
+--   { userId :: Int
+--   , userName :: String
+--   , userEmail :: String
+--   , userPassword :: String
+--   }
+--
+-- -- Omit sensitive fields
+-- omit ''User "UserDTO" ['userPassword]
+--
+-- -- With additional config
+-- omit ''User "UserResponse" ['userPassword, 'userCreatedAt]
+--   \`addPrefix\` "dto"
+-- @
+omit
+  :: Name          -- ^ Source type
+  -> String        -- ^ New type name
+  -> [Name]        -- ^ Fields to omit
+  -> Q [Dec]
+omit sourceType newTypeName fields =
+  tweakType (DropFrom $ defaultTweakConfig `withoutFields` fields) newTypeName sourceType
+
+-- | Configuration-first version of 'pick' for use with config helpers.
+--
+-- @
+-- pick' (defaultTweakConfig \`stripPrefix\` "user") ''User "UserClean" ['userName, 'userEmail]
+-- @
+pick'
+  :: TweakConfig   -- ^ Configuration
+  -> Name          -- ^ Source type
+  -> String        -- ^ New type name
+  -> [Name]        -- ^ Fields to pick
+  -> Q [Dec]
+pick' config sourceType newTypeName fields =
+  tweakType (KeepOnly $ config `withFields` fields) newTypeName sourceType
+
+-- | Configuration-first version of 'omit' for use with config helpers.
+--
+-- @
+-- omit' (defaultTweakConfig \`addPrefix\` "dto") ''User "UserDTO" ['userPassword]
+-- @
+omit'
+  :: TweakConfig   -- ^ Configuration
+  -> Name          -- ^ Source type
+  -> String        -- ^ New type name
+  -> [Name]        -- ^ Fields to omit
+  -> Q [Dec]
+omit' config sourceType newTypeName fields =
+  tweakType (DropFrom $ config `withoutFields` fields) newTypeName sourceType
+
+--------------------------------------------------------------------------------
+-- Main API (Legacy)
+
+-- | Generate a new data type from an existing one with modifications.
+--
+-- @
+-- -- Drop sensitive fields
+-- tweakType (DropFrom $ defaultTweakConfig \`withoutFields\` ['userPassword])
+--           "UserDTO"
+--           ''User
+--
+-- -- Keep only specific fields
+-- tweakType (KeepOnly $ defaultTweakConfig \`withFields\` ['userId, 'userName])
+--           "UserMinimal"
+--           ''User
+-- @
+tweakType
+  :: TweakStrategy  -- ^ How to select/modify fields
+  -> String         -- ^ New type name
+  -> Name          -- ^ Source type name
+  -> Q [Dec]       -- ^ Generated: data type + optional From instances
+tweakType strategy newTypeName sourceTypeName = do
+  -- Extract source type info
+  sourceInfo <- reify sourceTypeName
+  (sourceConName, sourceFields) <- extractFieldsWithCon sourceInfo
+
+  -- Get config from strategy
+  let config = case strategy of
+        KeepOnly cfg -> cfg
+        DropFrom cfg -> cfg
+        TransformWith cfg -> cfg
+
+  -- Apply field selection
+  selectedFields <- applyFieldSelection strategy sourceFields
+
+  -- Apply field renames
+  renamedFields <- applyFieldRenames config selectedFields
+
+  -- Generate new data type
+  let newTypeNameQ = mkName newTypeName
+  newTypeDec <- generateDataType newTypeNameQ renamedFields
+
+  -- Generate Warlock instances if enabled
+  instanceDecs <- if autoDerive config
+    then generateInstances config sourceTypeName sourceConName newTypeNameQ selectedFields renamedFields
+    else pure []
+
+  pure $ newTypeDec : instanceDecs
+
+--------------------------------------------------------------------------------
+-- Implementation: Extract Source Type Info
+
+extractFieldsWithCon :: Info -> Q (Name, [(Name, Bang, Type)])
+extractFieldsWithCon info = case info of
+  TyConI (DataD _ _ _ _ [RecC conName fields] _) ->
+    pure (conName, fields)
+  TyConI (NewtypeD _ _ _ _ (RecC conName fields) _) ->
+    pure (conName, fields)
+  TyConI (DataD _ _ _ _ [NormalC conName _fields] _) ->
+    fail $ "Warlock.Tweak does not support positional constructors. "
+        ++ "Constructor " ++ nameBase conName ++ " has no named fields."
+  TyConI (DataD _ _ _ _ cons _) | length cons > 1 ->
+    fail $ "Warlock.Tweak does not support multi-constructor ADTs (yet). "
+        ++ "Found " ++ show (length cons) ++ " constructors."
+  TyConI (DataD _ _ _ _ [] _) ->
+    fail "Warlock.Tweak: Source type has no constructors."
+  _ -> fail $ "Warlock.Tweak: Cannot derive from " ++ show info
+
+--------------------------------------------------------------------------------
+-- Implementation: Field Selection
+
+applyFieldSelection :: TweakStrategy -> [(Name, Bang, Type)] -> Q [(Name, Bang, Type)]
+applyFieldSelection strategy sourceFields =
+  case strategy of
+    KeepOnly cfg -> case fieldSelector cfg of
+      AllFields -> pure sourceFields
+      SelectFields names -> do
+        let fieldMap = [(fname, (fname, b, ty)) | (fname, b, ty) <- sourceFields]
+        forM names $ \fieldName ->
+          case lookup fieldName fieldMap of
+            Just field -> pure field
+            Nothing -> fail $ "Field '" ++ nameBase fieldName ++ "' not found in source type"
+
+    DropFrom cfg -> case fieldSelector cfg of
+      AllFields -> pure sourceFields
+      SelectFields namesToDrop -> do
+        let shouldKeep (fname, _, _) = fname `notElem` namesToDrop
+        pure $ filter shouldKeep sourceFields
+
+    TransformWith _ ->
+      fail "TransformWith strategy not yet implemented"
+
+--------------------------------------------------------------------------------
+-- Implementation: Field Renaming
+
+applyFieldRenames :: TweakConfig -> [(Name, Bang, Type)] -> Q [(Name, Bang, Type)]
+applyFieldRenames TweakConfig{..} inputFields = do
+  -- Apply field transformations:
+  -- 1. First check for explicit renames in staticRules
+  -- 2. Then apply the normalize function for prefix operations
+
+  let staticRules = Warlock.staticRules warlockConfig
+      normalize = Warlock.normalize warlockConfig
+
+      -- Build a map of explicit renames from staticRules
+      -- In Warlock, a rename rule stores dst (populated field) and src (source field)
+      -- For Tweak, we use renames to transform field names, so we reverse the mapping:
+      -- the rule's dst is the OLD name (what we're renaming FROM)
+      -- the rule's src is the NEW name (what we're renaming TO)
+      explicitRenameMap =
+        [ (dstName, srcName)  -- dst is old name, src is new name
+        | rule <- staticRules
+        , let dstName = Warlock.dst rule
+        , Just (Warlock.RealField srcName) <- [Warlock.src rule]
+        ]
+
+      transformedFields = map applyTransform inputFields
+
+      applyTransform :: (Name, Bang, Type) -> (Name, Bang, Type)
+      applyTransform (fname, b, ty) =
+        -- First check for explicit rename
+        case lookup fname explicitRenameMap of
+          Just newName -> (newName, b, ty)
+          Nothing ->
+            -- Otherwise apply normalize function
+            let normalized = normalize (nameBase fname)
+            in (mkName normalized, b, ty)
+
+  -- Check for name collisions
+  checkNameCollisions transformedFields
+
+  pure transformedFields
+  where
+
+    checkNameCollisions :: [(Name, Bang, Type)] -> Q ()
+    checkNameCollisions flds = do
+      let names = map (\(n, _, _) -> nameBase n) flds
+      let duplicates = findDuplicates names
+      when (not $ null duplicates) $
+        fail $ "Warlock.Tweak: Field name collision after renaming: "
+            ++ show duplicates
+
+    findDuplicates :: Eq a => [a] -> [a]
+    findDuplicates [] = []
+    findDuplicates (x:xs)
+      | x `elem` xs = x : findDuplicates xs
+      | otherwise = findDuplicates xs
+
+--------------------------------------------------------------------------------
+-- Implementation: Generate Data Type
+
+generateDataType :: Name -> [(Name, Bang, Type)] -> Q Dec
+generateDataType typeName fields = do
+  let conName = typeName  -- Constructor name same as type name
+  let conDec = RecC conName fields
+  pure $ DataD [] typeName [] Nothing [conDec] []
+
+--------------------------------------------------------------------------------
+-- Implementation: Generate Warlock Instances
+
+generateInstances
+  :: TweakConfig
+  -> Name  -- Source type
+  -> Name  -- Source constructor
+  -> Name  -- New type
+  -> [(Name, Bang, Type)]  -- Source fields (before renaming)
+  -> [(Name, Bang, Type)]  -- New fields (after renaming)
+  -> Q [Dec]
+generateInstances TweakConfig{..} sourceType sourceConName newType sourceFields newFields = do
+  -- For Tweak, we need to create explicit rename rules for each field since the
+  -- destination fields may have been renamed (e.g., userId -> dtoUserId).
+  -- We create a config with identity normalization and explicit field mappings.
+  --
+  -- sourceFields and newFields are parallel arrays (same length, same order):
+  -- sourceFields are the selected fields from the source type (before renaming)
+  -- newFields are those same fields after applying field transformations
+
+  let existingRules = Warlock.staticRules warlockConfig
+      -- Extract destination field names from existing rules
+      existingDstFields = [Warlock.dst r | r <- existingRules]
+
+      -- Only add positional renames for fields that don't have explicit rules
+      automaticRules =
+        [ Warlock.rename destName srcName
+        | ((srcName, _, _), (destName, _, _)) <- zip sourceFields newFields
+        , destName `notElem` existingDstFields  -- Don't override explicit rules
+        ]
+
+      -- Use the warlock config but add automatic renames and set normalize to identity
+      -- (since we've already applied transformations to the field names)
+      tweakInstanceConfig = warlockConfig
+        { Warlock.staticRules = existingRules ++ automaticRules
+        , Warlock.normalize = id
+        }
+
+  inst <- Warlock.resolveFieldRulesAndBuildInstance tweakInstanceConfig sourceType sourceConName sourceFields newType newType newFields
+
+  pure [inst]
+
diff --git a/test/Spec.hs b/test/Spec.hs
new file mode 100644
--- /dev/null
+++ b/test/Spec.hs
@@ -0,0 +1,1 @@
+{-# OPTIONS_GHC -F -pgmF hspec-discover #-}
diff --git a/test/Warlock/ADTSpec.hs b/test/Warlock/ADTSpec.hs
new file mode 100644
--- /dev/null
+++ b/test/Warlock/ADTSpec.hs
@@ -0,0 +1,108 @@
+{-# LANGUAGE TemplateHaskell #-}
+{-# LANGUAGE MultiParamTypeClasses #-}
+{-# LANGUAGE DuplicateRecordFields #-}
+module Warlock.ADTSpec (spec) where
+
+import Test.Hspec
+import qualified Witch as W
+import Warlock
+
+-- Multi-constructor ADT with positional constructors
+data Shape
+  = CircleShape Double
+  | RectangleShape Double Double
+  | TriangleShape Double Double Double
+  deriving (Show, Eq)
+
+data ShapeInfo
+  = CircleInfo Double
+  | RectangleInfo Double Double
+  | TriangleInfo Double Double Double
+  deriving (Show, Eq)
+
+deriveAutomap
+  ( ByName $ defaultConfig
+    `withConstructorMap`
+    [ ('CircleShape, 'CircleInfo)
+    , ('RectangleShape, 'RectangleInfo)
+    , ('TriangleShape, 'TriangleInfo)
+    ]
+  )
+  ''Shape
+  ''ShapeInfo
+
+-- Field evolution example
+data PaymentV1
+  = CardPaymentV1 { cardNumber :: String, expiry :: String }
+  | BankPaymentV1 { accountNumber :: String, routing :: String, bankName :: String }
+  | CashPaymentV1 { amount :: Double }
+  deriving (Show, Eq)
+
+data PaymentV2
+  = CardPaymentV2 { cardNumber :: String, expiry :: String, cvv :: String, cardholderName :: String }
+  | BankPaymentV2 { accountNumber :: String, routing :: String }
+  | CashPaymentV2 { amount :: Double, currency :: String, receiptNumber :: String }
+  deriving (Show, Eq)
+
+deriveAutomap
+  ( ByName $
+    defaultConfig
+    `withConstructorMap` replaceSuffix "V1" "V2"
+    `withDefaults`
+    [ ('cvv, [| "000" |])
+    , ('cardholderName, [| "Unknown" |])
+    , ('currency, [| "USD" |])
+    , ('receiptNumber, [| "N/A" |])
+    ]
+  )
+  ''PaymentV1
+  ''PaymentV2
+
+spec :: Spec
+spec = do
+  describe "Multi-constructor ADTs" $ do
+    it "maps positional constructors by position" $ do
+      let circle = CircleShape 5.0
+      let circleInfo = W.from circle :: ShapeInfo
+      circleInfo `shouldBe` CircleInfo 5.0
+
+    it "handles multiple constructors with different arities" $ do
+      let rect = RectangleShape 3.0 4.0
+      let rectInfo = W.from rect :: ShapeInfo
+      rectInfo `shouldBe` RectangleInfo 3.0 4.0
+
+      let tri = TriangleShape 3.0 4.0 5.0
+      let triInfo = W.from tri :: ShapeInfo
+      triInfo `shouldBe` TriangleInfo 3.0 4.0 5.0
+
+  describe "Field evolution" $ do
+    it "adds new fields with defaults" $ do
+      let cardV1 = CardPaymentV1 "1234-5678" "12/25"
+      let cardV2 = W.from cardV1 :: PaymentV2
+      case cardV2 of
+        CardPaymentV2 num exp cvv holder -> do
+          num `shouldBe` "1234-5678"
+          exp `shouldBe` "12/25"
+          cvv `shouldBe` "000"
+          holder `shouldBe` "Unknown"
+        _ -> expectationFailure "Expected CardPaymentV2"
+
+    it "removes fields silently" $ do
+      let bankV1 = BankPaymentV1 "9876543210" "123456789" "BigBank"
+      let bankV2 = W.from bankV1 :: PaymentV2
+      case bankV2 of
+        BankPaymentV2 acct rout -> do
+          acct `shouldBe` "9876543210"
+          rout `shouldBe` "123456789"
+        _ -> expectationFailure "Expected BankPaymentV2"
+
+    it "handles multiple new fields" $ do
+      let cashV1 = CashPaymentV1 100.5
+      let cashV2 = W.from cashV1 :: PaymentV2
+      case cashV2 of
+        CashPaymentV2 amt curr receipt -> do
+          amt `shouldBe` 100.5
+          curr `shouldBe` "USD"
+          receipt `shouldBe` "N/A"
+        _ -> expectationFailure "Expected CashPaymentV2"
+
diff --git a/test/Warlock/AutoSpec.hs b/test/Warlock/AutoSpec.hs
new file mode 100644
--- /dev/null
+++ b/test/Warlock/AutoSpec.hs
@@ -0,0 +1,71 @@
+{-# LANGUAGE TemplateHaskell #-}
+{-# LANGUAGE MultiParamTypeClasses #-}
+module Warlock.AutoSpec (spec) where
+
+import Test.Hspec
+import qualified Witch as W
+import Warlock
+
+-- Test types for basic field mapping
+data Foobert = Foobert
+  { foobertName :: String
+  , foobertAge :: Int
+  } deriving (Show, Eq)
+
+data Barfoo = Barfoo
+  { barfooName :: String
+  , barfooAge :: Int
+  } deriving (Show, Eq)
+
+deriveAutomap (ByName datatypePrefixConfig) ''Foobert ''Barfoo
+deriveAutomap (ByName datatypePrefixConfig) ''Barfoo ''Foobert
+
+-- Test types for constructor prefix rules
+data Person = Person
+  { personFirstName :: String
+  , personLastName :: String
+  , personAge :: Int
+  } deriving (Show, Eq)
+
+data Employee = Employee
+  { empFirstName :: String
+  , empLastName :: String
+  , empAge :: Int
+  } deriving (Show, Eq)
+
+deriveAutomap
+  ( ByName $ defaultConfig { ruleGens = [customPrefixRules "emp" "person"] } )
+  ''Person
+  ''Employee
+
+-- Test types for positional constructors
+data Point2D = Point2D Int Int deriving (Show, Eq)
+data Vector2D = Vector2D Int Int deriving (Show, Eq)
+
+deriveAutomap (ByName defaultConfig) ''Point2D ''Vector2D
+
+spec :: Spec
+spec = do
+  describe "Basic AutoMap functionality" $ do
+    it "maps between records with datatype prefix rules" $ do
+      let foobert = Foobert "Alice" 30
+      let barfoo = W.from foobert :: Barfoo
+      barfoo `shouldBe` Barfoo "Alice" 30
+
+    it "maps between records with constructor prefix rules" $ do
+      let person = Person "Bob" "Smith" 25
+      let employee = W.from person :: Employee
+      employee `shouldBe` Employee "Bob" "Smith" 25
+
+    it "maps between positional constructors" $ do
+      let point = Point2D 3 4
+      let vector = W.from point :: Vector2D
+      vector `shouldBe` Vector2D 3 4
+
+  describe "Bidirectional mapping" $ do
+    it "can map back and forth" $ do
+      let original = Foobert "Test" 42
+      let converted = W.from original :: Barfoo
+      let back = W.from converted :: Foobert
+      back `shouldBe` original
+
diff --git a/test/Warlock/ComposableRulesSpec.hs b/test/Warlock/ComposableRulesSpec.hs
new file mode 100644
--- /dev/null
+++ b/test/Warlock/ComposableRulesSpec.hs
@@ -0,0 +1,94 @@
+{-# LANGUAGE TemplateHaskell #-}
+{-# LANGUAGE MultiParamTypeClasses #-}
+module Warlock.ComposableRulesSpec (spec) where
+
+import Data.Function ((&))
+import Test.Hspec
+import Warlock
+import qualified Witch as W
+
+-- Test the new composable field rule API
+data Source = Source
+  { srcBalance :: Int
+  , srcName :: String
+  , srcStatus :: String
+  } deriving (Show, Eq)
+
+data Dest = Dest
+  { balance :: Int
+  , displayName :: String
+  , status :: String
+  , region :: String
+  } deriving (Show, Eq)
+
+-- Demonstrate composable field rules
+deriveAutomap
+  ( ByName $
+    defaultConfig
+    `withRules`
+    [ field 'balance & fromField 'srcBalance
+    , field 'displayName & fromField 'srcName
+    , field 'status & fromField 'srcStatus
+    , field 'region & withDefault [| "US" |]
+    ]
+  )
+  ''Source
+  ''Dest
+
+-- Test combining modifiers
+data ComplexSource = ComplexSource
+  { oldBalance :: Int
+  , oldName :: String
+  } deriving (Show, Eq)
+
+data ComplexDest = ComplexDest
+  { newBalance :: Int
+  , newName :: String
+  } deriving (Show, Eq)
+
+deriveAutomap
+  ( ByName $
+    defaultConfig
+    `withRules`
+    [ field 'newBalance & fromField 'oldBalance & withDefault [| 0 |]
+    , field 'newName & fromField 'oldName & withDefault [| "Unknown" |]
+    ]
+  )
+  ''ComplexSource
+  ''ComplexDest
+
+spec :: Spec
+spec = do
+  describe "Composable Field Rules" $ do
+    describe "Basic composition" $ do
+      it "allows chaining 'from' modifier" $ do
+        let src = Source 100 "Alice" "active"
+            dst = W.from src :: Dest
+        dst `shouldBe` Dest 100 "Alice" "active" "US"
+
+      it "supports withDefault modifier" $ do
+        let src = Source 50 "Bob" "inactive"
+            dst = W.from src :: Dest
+        region dst `shouldBe` "US"
+
+    describe "Combined modifiers" $ do
+      it "allows chaining from and withDefault" $ do
+        let src = ComplexSource 200 "Charlie"
+            dst = W.from src :: ComplexDest
+        dst `shouldBe` ComplexDest 200 "Charlie"
+
+      it "uses default when combining modifiers" $ do
+        let src = ComplexSource 0 ""
+            dst = W.from src :: ComplexDest
+        newBalance dst `shouldBe` 0
+        newName dst `shouldBe` ""
+
+    describe "Mixing composable and pre-composed styles" $ do
+      it "both styles work together" $ do
+        let src = Source 300 "David" "pending"
+            dst = W.from src :: Dest
+        balance dst `shouldBe` 300
+        displayName dst `shouldBe` "David"
+        status dst `shouldBe` "pending"
+        region dst `shouldBe` "US"
+
diff --git a/test/Warlock/ComputedFieldsSpec.hs b/test/Warlock/ComputedFieldsSpec.hs
new file mode 100644
--- /dev/null
+++ b/test/Warlock/ComputedFieldsSpec.hs
@@ -0,0 +1,120 @@
+{-# LANGUAGE TemplateHaskell #-}
+{-# LANGUAGE MultiParamTypeClasses #-}
+module Warlock.ComputedFieldsSpec (spec) where
+
+import Test.Hspec
+import qualified Witch as W
+import Warlock
+
+-- Combining multiple source fields into one destination field
+data PersonV1 = PersonV1
+  { firstName :: String
+  , lastName :: String
+  , age :: Int
+  } deriving (Show, Eq)
+
+data PersonV2 = PersonV2
+  { fullName :: String
+  , personAge :: Int
+  } deriving (Show, Eq)
+
+deriveAutomap
+  ( ByName $
+    defaultConfig
+    `withRules`
+    [ combineFields 'fullName $ do
+        firstName <- get 'firstName
+        lastName <- get 'lastName
+        pure [| $firstName ++ " " ++ $lastName |]
+    , rename 'personAge 'age
+    ]
+  )
+  ''PersonV1
+  ''PersonV2
+
+-- Multiple computed fields
+data ProductV1 = ProductV1
+  { itemName :: String
+  , unitPrice :: Double
+  , quantity :: Int
+  } deriving (Show, Eq)
+
+data ProductV2 = ProductV2
+  { description :: String
+  , totalCost :: Double
+  } deriving (Show, Eq)
+
+deriveAutomap
+  ( ByName $
+    defaultConfig
+    { staticRules =
+        [ combineFields 'description $ do
+            itemName <- get 'itemName
+            quantity <- get 'quantity
+            pure [| $itemName ++ " (qty: " ++ show $quantity ++ ")" |]
+        , combineFields 'totalCost $ do
+            unitPrice <- get 'unitPrice
+            quantity <- get 'quantity
+            pure [| $unitPrice * fromIntegral $quantity |]
+        ]
+    }
+  )
+  ''ProductV1
+  ''ProductV2
+
+-- Splitting fields (reverse operation)
+data PersonV3 = PersonV3
+  { fullNameV3 :: String
+  , ageV3 :: Int
+  } deriving (Show, Eq)
+
+data PersonV4 = PersonV4
+  { firstNameV4 :: String
+  , lastNameV4 :: String
+  , ageV4 :: Int
+  } deriving (Show, Eq)
+
+splitFullName :: String -> (String, String)
+splitFullName s = case words s of
+  []  -> ("", "")
+  [w] -> (w, "")
+  (w:ws) -> (w, unwords ws)
+
+deriveAutomap
+  ( ByName $
+    defaultConfig
+    `withRules`
+    [ combineFields 'firstNameV4 $ do
+        fullNameV3 <- get 'fullNameV3
+        pure [| fst (splitFullName $fullNameV3) |]
+    , combineFields 'lastNameV4 $ do
+        fullNameV3 <- get 'fullNameV3
+        pure [| snd (splitFullName $fullNameV3) |]
+    , rename 'ageV4 'ageV3
+    ]
+  )
+  ''PersonV3
+  ''PersonV4
+
+spec :: Spec
+spec = do
+  describe "Computed destination fields" $ do
+    it "combines multiple source fields into one destination field" $ do
+      let personV1 = PersonV1 "Alice" "Smith" 30
+      let personV2 = W.from personV1 :: PersonV2
+      fullName personV2 `shouldBe` "Alice Smith"
+      personAge personV2 `shouldBe` 30
+
+    it "computes multiple destination fields from the same sources" $ do
+      let productV1 = ProductV1 "Widget" 9.99 5
+      let productV2 = W.from productV1 :: ProductV2
+      description productV2 `shouldBe` "Widget (qty: 5)"
+      totalCost productV2 `shouldBe` 49.95
+
+    it "can split a field into multiple fields" $ do
+      let personV3 = PersonV3 "Bob Jones" 25
+      let personV4 = W.from personV3 :: PersonV4
+      firstNameV4 personV4 `shouldBe` "Bob"
+      lastNameV4 personV4 `shouldBe` "Jones"
+      ageV4 personV4 `shouldBe` 25
+
diff --git a/test/Warlock/ConstructorTransformSpec.hs b/test/Warlock/ConstructorTransformSpec.hs
new file mode 100644
--- /dev/null
+++ b/test/Warlock/ConstructorTransformSpec.hs
@@ -0,0 +1,86 @@
+{-# LANGUAGE TemplateHaskell #-}
+{-# LANGUAGE MultiParamTypeClasses #-}
+module Warlock.ConstructorTransformSpec (spec) where
+
+import Test.Hspec
+import qualified Witch as W
+import Warlock
+
+-- Enum versioning with suffix
+data StatusV1
+  = Pending
+  | InProgress
+  | Completed
+  | Failed
+  deriving (Show, Eq)
+
+data StatusV2
+  = PendingV2
+  | InProgressV2
+  | CompletedV2
+  | FailedV2
+  deriving (Show, Eq)
+
+deriveAutomap
+  ( ByName $ defaultConfig `withConstructorMap` addSuffix "V2" )
+  ''StatusV1
+  ''StatusV2
+
+deriveAutomap
+  ( ByName $ defaultConfig `withConstructorMap` stripSuffix "V2" )
+  ''StatusV2
+  ''StatusV1
+
+-- Prefix transformation
+data Color
+  = Red
+  | Green
+  | Blue
+  deriving (Show, Eq)
+
+data ColorCode
+  = CodeRed
+  | CodeGreen
+  | CodeBlue
+  deriving (Show, Eq)
+
+deriveAutomap
+  ( ByName $ defaultConfig `withConstructorMap` Transform ("Code" ++) )
+  ''Color
+  ''ColorCode
+
+deriveAutomap
+  ( ByName $ defaultConfig `withConstructorMap` Transform (drop 4) )
+  ''ColorCode
+  ''Color
+
+spec :: Spec
+spec = do
+  describe "Constructor name transformation" $ do
+    it "appends version suffix to constructor names" $ do
+      W.from Pending `shouldBe` (PendingV2 :: StatusV2)
+      W.from InProgress `shouldBe` (InProgressV2 :: StatusV2)
+      W.from Completed `shouldBe` (CompletedV2 :: StatusV2)
+      W.from Failed `shouldBe` (FailedV2 :: StatusV2)
+
+    it "strips version suffix from constructor names" $ do
+      W.from PendingV2 `shouldBe` (Pending :: StatusV1)
+      W.from InProgressV2 `shouldBe` (InProgress :: StatusV1)
+      W.from CompletedV2 `shouldBe` (Completed :: StatusV1)
+
+    it "prepends prefix to constructor names" $ do
+      W.from Red `shouldBe` (CodeRed :: ColorCode)
+      W.from Green `shouldBe` (CodeGreen :: ColorCode)
+      W.from Blue `shouldBe` (CodeBlue :: ColorCode)
+
+    it "strips prefix from constructor names" $ do
+      W.from CodeRed `shouldBe` (Red :: Color)
+      W.from CodeGreen `shouldBe` (Green :: Color)
+      W.from CodeBlue `shouldBe` (Blue :: Color)
+
+    it "works bidirectionally" $ do
+      let orig = InProgress
+      let v2 = W.from orig :: StatusV2
+      let back = W.from v2 :: StatusV1
+      back `shouldBe` orig
+
diff --git a/test/Warlock/DisassembleFieldsSpec.hs b/test/Warlock/DisassembleFieldsSpec.hs
new file mode 100644
--- /dev/null
+++ b/test/Warlock/DisassembleFieldsSpec.hs
@@ -0,0 +1,119 @@
+{-# LANGUAGE DeriveGeneric #-}
+{-# LANGUAGE DuplicateRecordFields #-}
+{-# LANGUAGE TemplateHaskell #-}
+{-# LANGUAGE TypeApplications #-}
+{-# LANGUAGE MultiParamTypeClasses #-}
+
+module Warlock.DisassembleFieldsSpec (spec) where
+
+import Test.Hspec
+import Warlock
+import Language.Haskell.TH (varE)
+import qualified Witch as W
+
+-- V1: combined field
+data PersonV1 = PersonV1
+  { fullName :: String
+  , age :: Int
+  } deriving (Show, Eq)
+
+-- V2: separate fields
+data PersonV2 = PersonV2
+  { firstName :: String
+  , lastName :: String
+  , personAge :: Int
+  } deriving (Show, Eq)
+
+-- Split fullName into firstName and lastName
+deriveAutomap
+  ( ByName $
+    defaultConfig
+    `withRules`
+    ( disassembleFields 'fullName
+        [ 'firstName .= do
+            src <- getSource
+            pure [| case words $src of
+                      (f:_:_) -> f
+                      [single] -> single
+                      _ -> ""
+                 |]
+        , 'lastName .= do
+            src <- getSource
+            pure [| case words $src of
+                      (_:l:_) -> l
+                      _ -> ""
+                 |]
+        ]
+    ++
+    [ rename 'personAge 'age
+    ]
+    )
+  )
+  ''PersonV1
+  ''PersonV2
+
+-- Another example: address parsing
+data AddressV1 = AddressV1
+  { fullAddress :: String
+  , city :: String
+  } deriving (Show, Eq)
+
+data AddressV2 = AddressV2
+  { street :: String
+  , zipCode :: String
+  , addressCity :: String
+  } deriving (Show, Eq)
+
+-- Split fullAddress into street and zipCode
+deriveAutomap
+  ( ByName $
+    defaultConfig
+    `withRules`
+    ( disassembleFields 'fullAddress
+        [ 'street .= do
+            src <- getSource
+            pure [| let parts = reverse $ words $src
+                    in case parts of
+                         (_:rest) -> unwords (reverse rest)
+                         _ -> $src
+                 |]
+        , 'zipCode .= do
+            src <- getSource
+            pure [| let parts = reverse $ words $src
+                    in case parts of
+                         (zip:_) -> zip
+                         _ -> ""
+                 |]
+        ]
+    ++
+    [ rename 'addressCity 'city
+    ]
+    )
+  )
+  ''AddressV1
+  ''AddressV2
+
+spec :: Spec
+spec = do
+  describe "disassembleFields" $ do
+    it "splits fullName into firstName and lastName" $ do
+      let person = PersonV1 "John Doe" 30
+      let result = W.from @PersonV1 @PersonV2 person
+      result `shouldBe` PersonV2 "John" "Doe" 30
+
+    it "handles single-word names" $ do
+      let person = PersonV1 "Madonna" 65
+      let result = W.from @PersonV1 @PersonV2 person
+      result `shouldBe` PersonV2 "Madonna" "" 65
+
+    it "splits address into street and zipCode" $ do
+      let addr = AddressV1 "123 Main St 12345" "Springfield"
+      let result = W.from @AddressV1 @AddressV2 addr
+      result `shouldBe` AddressV2 "123 Main St" "12345" "Springfield"
+
+    it "handles address without zipCode" $ do
+      let addr = AddressV1 "Downtown" "Chicago"
+      let result = W.from @AddressV1 @AddressV2 addr
+      -- "Downtown" is treated as zipCode when there's only one word
+      result `shouldBe` AddressV2 "" "Downtown" "Chicago"
+
diff --git a/test/Warlock/EdgeCaseSpec.hs b/test/Warlock/EdgeCaseSpec.hs
new file mode 100644
--- /dev/null
+++ b/test/Warlock/EdgeCaseSpec.hs
@@ -0,0 +1,836 @@
+{-# LANGUAGE TemplateHaskell #-}
+{-# LANGUAGE MultiParamTypeClasses #-}
+{-# LANGUAGE DuplicateRecordFields #-}
+{-# LANGUAGE DataKinds #-}
+{-# LANGUAGE TypeApplications #-}
+{-# LANGUAGE FlexibleInstances #-}
+module Warlock.EdgeCaseSpec (spec) where
+
+import Test.Hspec
+import qualified Witch as W
+import Warlock
+import Data.Map (Map)
+import qualified Data.Map as Map
+import Data.Int (Int32, Int64)
+import GHC.Records (HasField(..))
+import Language.Haskell.TH (varE)
+
+--------------------------------------------------------------------------------
+-- 1. Deep Nested Type Conversions
+--------------------------------------------------------------------------------
+
+-- Test that autowitch correctly applies W.into through nested structures
+-- Using simple Int->String conversions that are already supported by witch
+
+data Level1A = Level1A { value1 :: Int } deriving (Show, Eq)
+data Level1B = Level1B { value1 :: Int } deriving (Show, Eq)
+
+deriveAutomapBoth (ByName defaultConfig) ''Level1A ''Level1B
+
+-- Level 2: Records containing Maybe
+data Level2A = Level2A { maybeValue :: Maybe Int } deriving (Show, Eq)
+data Level2B = Level2B { maybeValue :: Maybe Int } deriving (Show, Eq)
+
+deriveAutomapBoth (ByName defaultConfig) ''Level2A ''Level2B
+
+-- Level 3: Records containing Either
+data Level3A = Level3A { eitherValue :: Either String Int } deriving (Show, Eq)
+data Level3B = Level3B { eitherValue :: Either String Int } deriving (Show, Eq)
+
+deriveAutomapBoth (ByName defaultConfig) ''Level3A ''Level3B
+
+-- Level 4: Records containing Lists
+data Level4A = Level4A { listValue :: [Int] } deriving (Show, Eq)
+data Level4B = Level4B { listValue :: [Int] } deriving (Show, Eq)
+
+deriveAutomapBoth (ByName defaultConfig) ''Level4A ''Level4B
+
+-- Complex nested structure with records
+data DeepNestA = DeepNestA
+  { deepValue :: Maybe (Either String [Int])
+  } deriving (Show, Eq)
+data DeepNestB = DeepNestB
+  { deepValue :: Maybe (Either String [Int])
+  } deriving (Show, Eq)
+
+deriveAutomapBoth (ByName defaultConfig) ''DeepNestA ''DeepNestB
+
+-- Test nesting with actual type conversions via W.into
+data WithConversionA = WithConversionA
+  { innerRecord :: Level1A
+  } deriving (Show, Eq)
+data WithConversionB = WithConversionB
+  { innerRecord :: Level1B
+  } deriving (Show, Eq)
+
+deriveAutomapBoth (ByName defaultConfig) ''WithConversionA ''WithConversionB
+
+--------------------------------------------------------------------------------
+-- 2. TryFrom Failures & Error Accumulation
+--------------------------------------------------------------------------------
+
+-- Note: TryFrom tests would require types where conversion can actually fail.
+-- For comprehensive TryFrom testing, you'd need types with TryFrom instances
+-- that can fail at runtime (e.g., parsing, validation, etc.)
+-- Here we just test that the basic TryFrom derivation mechanism compiles.
+
+data TrySource = TrySource
+  { tryField1 :: String
+  , tryField2 :: String
+  , tryField3 :: String
+  } deriving (Show, Eq)
+
+data TryDest = TryDest
+  { tryField1 :: String
+  , tryField2 :: String
+  , tryField3 :: String
+  } deriving (Show, Eq)
+
+-- Use regular automap for this test since String->String doesn't need TryFrom
+deriveAutomapBoth (ByName defaultConfig) ''TrySource ''TryDest
+
+--------------------------------------------------------------------------------
+-- 3. Complex Type Compositions
+--------------------------------------------------------------------------------
+
+-- Tuples (no inner conversion needed)
+data TupleRecordA = TupleRecordA
+  { tupleData :: (Int, String, Bool)
+  } deriving (Show, Eq)
+
+data TupleRecordB = TupleRecordB
+  { tupleData :: (Int, String, Bool)
+  } deriving (Show, Eq)
+
+deriveAutomapBoth (ByName defaultConfig) ''TupleRecordA ''TupleRecordB
+
+-- Double Maybe
+data DoubleMaybeA = DoubleMaybeA { doublyOptional :: Maybe (Maybe Int) } deriving (Show, Eq)
+data DoubleMaybeB = DoubleMaybeB { doublyOptional :: Maybe (Maybe Int) } deriving (Show, Eq)
+
+deriveAutomapBoth (ByName defaultConfig) ''DoubleMaybeA ''DoubleMaybeB
+
+-- Nested Either
+data NestedEitherA = NestedEitherA
+  { eitherData :: Either (Either String Int) Bool
+  } deriving (Show, Eq)
+data NestedEitherB = NestedEitherB
+  { eitherData :: Either (Either String Int) Bool
+  } deriving (Show, Eq)
+
+deriveAutomapBoth (ByName defaultConfig) ''NestedEitherA ''NestedEitherB
+
+-- Complex container: Map with nested structures
+data MapComplexA = MapComplexA
+  { mapData :: Map String [Maybe Int]
+  } deriving (Show, Eq)
+data MapComplexB = MapComplexB
+  { mapData :: Map String [Maybe Int]
+  } deriving (Show, Eq)
+
+deriveAutomapBoth (ByName defaultConfig) ''MapComplexA ''MapComplexB
+
+--------------------------------------------------------------------------------
+-- 4. Extreme Record Scenarios
+--------------------------------------------------------------------------------
+
+-- Empty records (zero fields)
+data EmptyA = EmptyA deriving (Show, Eq)
+data EmptyB = EmptyB deriving (Show, Eq)
+
+deriveAutomapBoth (ByName defaultConfig) ''EmptyA ''EmptyB
+
+-- Single field records
+data SingleA = SingleA { singleField :: Int } deriving (Show, Eq)
+data SingleB = SingleB { singleField :: Int } deriving (Show, Eq)
+
+deriveAutomapBoth (ByName defaultConfig) ''SingleA ''SingleB
+
+-- Large records (20+ fields)
+data LargeRecordA = LargeRecordA
+  { field01 :: Int, field02 :: Int, field03 :: Int, field04 :: Int, field05 :: Int
+  , field06 :: Int, field07 :: Int, field08 :: Int, field09 :: Int, field10 :: Int
+  , field11 :: Int, field12 :: Int, field13 :: Int, field14 :: Int, field15 :: Int
+  , field16 :: Int, field17 :: Int, field18 :: Int, field19 :: Int, field20 :: Int
+  , field21 :: String, field22 :: String, field23 :: String
+  } deriving (Show, Eq)
+
+data LargeRecordB = LargeRecordB
+  { field01 :: Int, field02 :: Int, field03 :: Int, field04 :: Int, field05 :: Int
+  , field06 :: Int, field07 :: Int, field08 :: Int, field09 :: Int, field10 :: Int
+  , field11 :: Int, field12 :: Int, field13 :: Int, field14 :: Int, field15 :: Int
+  , field16 :: Int, field17 :: Int, field18 :: Int, field19 :: Int, field20 :: Int
+  , field21 :: String, field22 :: String, field23 :: String
+  } deriving (Show, Eq)
+
+deriveAutomapBoth (ByName defaultConfig) ''LargeRecordA ''LargeRecordB
+
+-- All optional fields
+data AllOptionalA = AllOptionalA
+  { optField1 :: Maybe String
+  , optField2 :: Maybe Int
+  , optField3 :: Maybe Bool
+  , optField4 :: Maybe Double
+  } deriving (Show, Eq)
+
+data AllOptionalB = AllOptionalB
+  { optField1 :: Maybe String
+  , optField2 :: Maybe Int
+  , optField3 :: Maybe Bool
+  , optField4 :: Maybe Double
+  } deriving (Show, Eq)
+
+deriveAutomapBoth (ByName defaultConfig) ''AllOptionalA ''AllOptionalB
+
+--------------------------------------------------------------------------------
+-- 5. Advanced Rule Combinations
+--------------------------------------------------------------------------------
+
+-- Combine Virtual + Computed + Defaults + Renames
+data CombinedSource = CombinedSource
+  { csFirstName :: String
+  , csLastName :: String
+  , csAge :: Int
+  , csBalance :: Int
+  } deriving (Show, Eq)
+
+-- Virtual field for full name
+instance HasField "fullName" CombinedSource String where
+  getField (CombinedSource f l _ _) = f ++ " " ++ l
+
+data CombinedDest = CombinedDest
+  { cdName :: String           -- Virtual field from source
+  , cdDisplayAge :: String     -- Computed from age
+  , cdAmount :: Int            -- Renamed from balance
+  , cdRegion :: String         -- Default value
+  , cdStatus :: String         -- Default value
+  } deriving (Show, Eq)
+
+deriveAutomap
+  ( ByName $
+    defaultConfig
+    `withRules`
+    [ virtualField 'cdName "fullName"
+    , combineFields 'cdDisplayAge $ do
+        age <- get 'csAge
+        pure [| show $(age) ++ " years old" |]
+    , rename 'cdAmount 'csBalance
+    , defaultTo 'cdRegion [| "US" |]
+    , defaultTo 'cdStatus [| "active" |]
+    ]
+  )
+  ''CombinedSource
+  ''CombinedDest
+
+-- Disassemble + Compute combination
+data DisassembleComputeSource = DisassembleComputeSource
+  { dcFullName :: String
+  , dcPrice :: Int
+  , dcQuantity :: Int
+  } deriving (Show, Eq)
+
+data DisassembleComputeDest = DisassembleComputeDest
+  { dcFirstName :: String
+  , dcLastName :: String
+  , dcTotal :: Int
+  } deriving (Show, Eq)
+
+deriveAutomap
+  ( ByName $
+    defaultConfig
+    `withRules`
+    ( disassembleFields 'dcFullName
+        [ 'dcFirstName .= do
+            src <- getSource
+            pure [| case words $src of
+                      (f:_) -> f
+                      [] -> ""
+                 |]
+        , 'dcLastName .= do
+            src <- getSource
+            pure [| case words $src of
+                      (_:l:_) -> l
+                      _ -> ""
+                 |]
+        ]
+      ++
+      [ combineFields 'dcTotal $ do
+          price <- get 'dcPrice
+          qty <- get 'dcQuantity
+          pure [| $(price) * $(qty) |]
+      ]
+    )
+  )
+  ''DisassembleComputeSource
+  ''DisassembleComputeDest
+
+-- Multiple computed fields with overlapping sources
+data OverlapSource = OverlapSource
+  { osX :: Int
+  , osY :: Int
+  , osZ :: Int
+  } deriving (Show, Eq)
+
+data OverlapDest = OverlapDest
+  { odSum :: Int
+  , odProduct :: Int
+  , odAverage :: Double
+  } deriving (Show, Eq)
+
+deriveAutomap
+  ( ByName $
+    defaultConfig
+    `withRules`
+    [ combineFields 'odSum $ do
+        x <- get 'osX
+        y <- get 'osY
+        z <- get 'osZ
+        pure [| $(x) + $(y) + $(z) |]
+    , combineFields 'odProduct $ do
+        x <- get 'osX
+        y <- get 'osY
+        z <- get 'osZ
+        pure [| $(x) * $(y) * $(z) |]
+    , combineFields 'odAverage $ do
+        x <- get 'osX
+        y <- get 'osY
+        z <- get 'osZ
+        pure [| fromIntegral ($(x) + $(y) + $(z)) / 3.0 |]
+    ]
+  )
+  ''OverlapSource
+  ''OverlapDest
+
+--------------------------------------------------------------------------------
+-- 6. Constructor Edge Cases (ADTs)
+--------------------------------------------------------------------------------
+
+-- ADT with 10+ constructors
+data ManyConstructorsA
+  = ConA1 Int
+  | ConA2 String
+  | ConA3 Bool
+  | ConA4 Double
+  | ConA5 Int Int
+  | ConA6 String String
+  | ConA7 Bool Bool
+  | ConA8 Int String
+  | ConA9 String Bool
+  | ConA10 Bool Int
+  | ConA11 Double Double
+  | ConA12 Int Int Int
+  deriving (Show, Eq)
+
+data ManyConstructorsB
+  = ConB1 Int
+  | ConB2 String
+  | ConB3 Bool
+  | ConB4 Double
+  | ConB5 Int Int
+  | ConB6 String String
+  | ConB7 Bool Bool
+  | ConB8 Int String
+  | ConB9 String Bool
+  | ConB10 Bool Int
+  | ConB11 Double Double
+  | ConB12 Int Int Int
+  deriving (Show, Eq)
+
+-- Map ConA* to ConB*
+deriveAutomap
+  ( ByName $
+    defaultConfig `withConstructorMap` Transform (\s -> case take 4 s of "ConA" -> "ConB" ++ drop 4 s; _ -> s) )
+  ''ManyConstructorsA
+  ''ManyConstructorsB
+
+deriveAutomap
+  ( ByName $
+    defaultConfig `withConstructorMap` Transform (\s -> case take 4 s of "ConB" -> "ConA" ++ drop 4 s; _ -> s) )
+  ''ManyConstructorsB
+  ''ManyConstructorsA
+
+-- Single-constructor ADT (should work like a regular record)
+data SingleConADT = SingleConADT { scField :: Int } deriving (Show, Eq)
+data SingleConADT2 = SingleConADT2 { scField :: Int } deriving (Show, Eq)
+
+deriveAutomapBoth (ByName defaultConfig) ''SingleConADT ''SingleConADT2
+
+-- Constructor name edge cases: single character
+data ShortNames = A Int | B String | C Bool deriving (Show, Eq)
+data ShortNames2 = X Int | Y String | Z Bool deriving (Show, Eq)
+
+deriveAutomap (ByName $ defaultConfig `withConstructorMap` [('A, 'X), ('B, 'Y), ('C, 'Z)]) ''ShortNames ''ShortNames2
+deriveAutomap (ByName $ defaultConfig `withConstructorMap` [('X, 'A), ('Y, 'B), ('Z, 'C)]) ''ShortNames2 ''ShortNames
+
+-- Mixed record and positional in same ADT
+data MixedADT
+  = MixedRecord { mixedField :: Int }
+  | MixedPositional Int String
+  deriving (Show, Eq)
+
+data MixedADT2
+  = MixedRecord2 { mixedField2 :: Int }
+  | MixedPositional2 Int String
+  deriving (Show, Eq)
+
+deriveAutomap
+  ( ByName $ defaultConfig `withConstructorMap` [('MixedRecord, 'MixedRecord2), ('MixedPositional, 'MixedPositional2)]
+      `withRules` [rename 'mixedField2 'mixedField]
+  ) ''MixedADT ''MixedADT2
+deriveAutomap
+  ( ByName $ defaultConfig `withConstructorMap` [('MixedRecord2, 'MixedRecord), ('MixedPositional2, 'MixedPositional)]
+      `withRules` [rename 'mixedField 'mixedField2]
+  ) ''MixedADT2 ''MixedADT
+
+--------------------------------------------------------------------------------
+-- 7. Normalization Edge Cases
+--------------------------------------------------------------------------------
+
+-- Underscores in various positions
+data UnderscoreSource = UnderscoreSource
+  { __leading :: Int
+  , trailing__ :: Int
+  , __both__ :: Int
+  , mid__dle :: Int
+  } deriving (Show, Eq)
+
+data UnderscoreDest = UnderscoreDest
+  { __leading :: Int
+  , trailing__ :: Int
+  , __both__ :: Int
+  , mid__dle :: Int
+  } deriving (Show, Eq)
+
+deriveAutomapBoth (ByName defaultConfig) ''UnderscoreSource ''UnderscoreDest
+
+-- Snake case with numbers
+data SnakeNumbersA = SnakeNumbersA
+  { field_123 :: Int
+  , field_456_name :: String
+  , x_1_y_2_z_3 :: Bool
+  } deriving (Show, Eq)
+
+data SnakeNumbersB = SnakeNumbersB
+  { field_123 :: Int
+  , field_456_name :: String
+  , x_1_y_2_z_3 :: Bool
+  } deriving (Show, Eq)
+
+deriveAutomapBoth (ByName defaultConfig) ''SnakeNumbersA ''SnakeNumbersB
+
+-- CamelCase with acronyms
+data AcronymSource = AcronymSource
+  { httpConnection :: String
+  , xmlParser :: String
+  , jsonAPI :: String
+  } deriving (Show, Eq)
+
+data AcronymDest = AcronymDest
+  { httpConnection :: String
+  , xmlParser :: String
+  , jsonAPI :: String
+  } deriving (Show, Eq)
+
+deriveAutomapBoth (ByName defaultConfig) ''AcronymSource ''AcronymDest
+
+-- Snake to Camel normalization
+data SnakeCaseFields = SnakeCaseFields
+  { first_name :: String
+  , last_name :: String
+  , phone_number :: String
+  } deriving (Show, Eq)
+
+data CamelCaseFields = CamelCaseFields
+  { firstName :: String
+  , lastName :: String
+  , phoneNumber :: String
+  } deriving (Show, Eq)
+
+deriveAutomap (ByName snakeToCamelConfig) ''SnakeCaseFields ''CamelCaseFields
+
+--------------------------------------------------------------------------------
+-- 8. Type Parameter Stress Tests
+--------------------------------------------------------------------------------
+
+-- Multiple type parameters
+data MultiParam a b c = MultiParam
+  { mpA :: a
+  , mpB :: b
+  , mpC :: c
+  } deriving (Show, Eq)
+
+-- Concrete instances for testing
+data ConcreteMultiA = ConcreteMultiA
+  { mpA :: Int
+  , mpB :: String
+  , mpC :: Bool
+  } deriving (Show, Eq)
+
+data ConcreteMultiB = ConcreteMultiB
+  { mpA :: Int
+  , mpB :: String
+  , mpC :: Bool
+  } deriving (Show, Eq)
+
+deriveAutomapBoth (ByName defaultConfig) ''ConcreteMultiA ''ConcreteMultiB
+
+-- Phantom types
+data PhantomA a = PhantomA { phantomValue :: Int } deriving (Show, Eq)
+data PhantomB a = PhantomB { phantomValue :: Int } deriving (Show, Eq)
+
+-- Concrete phantom instances
+type PhantomIntA = PhantomA Int
+type PhantomIntB = PhantomB Int
+
+deriveAutomapWith (ByName defaultConfig) [t| PhantomA Int |] [t| PhantomB Int |]
+deriveAutomapWith (ByName defaultConfig) [t| PhantomB Int |] [t| PhantomA Int |]
+
+-- Type synonyms in parameterized contexts
+type IntAlias = Int
+type IntAlias2 = Int
+
+data SynonymContainer = SynonymContainer { synField :: IntAlias } deriving (Show, Eq)
+data SynonymContainer2 = SynonymContainer2 { synField :: IntAlias2 } deriving (Show, Eq)
+
+deriveAutomapBoth (ByName defaultConfig) ''SynonymContainer ''SynonymContainer2
+
+--------------------------------------------------------------------------------
+-- 9. Default Value Edge Cases
+--------------------------------------------------------------------------------
+
+-- Complex default expressions
+data ComplexDefaultSource = ComplexDefaultSource
+  { cdsExisting :: Int
+  } deriving (Show, Eq)
+
+data ComplexDefaultDest = ComplexDefaultDest
+  { cdsExisting :: Int
+  , cdsLambda :: String
+  , cdsCase :: String
+  , cdsComplex :: Int
+  } deriving (Show, Eq)
+
+deriveAutomap
+  ( ByName $
+    defaultConfig
+    `withDefaults`
+    [ ('cdsLambda, [| (\x -> "Hello " ++ x) "World" |])
+    , ('cdsCase, [| case (1 :: Int) of
+                       1 -> "one"
+                       2 -> "two"
+                       _ -> "other"
+                   |])
+    , ('cdsComplex, [| sum [1..10] |])
+    ]
+  )
+  ''ComplexDefaultSource
+  ''ComplexDefaultDest
+
+-- Defaults requiring type conversion
+-- NOTE: Commented out - witch doesn't provide From Int32 Int64 or From Int64 Int32
+-- data ConvSrc = ConvSrc { convVal :: Int32 } deriving (Show, Eq)
+-- data ConvDst = ConvDst { convVal :: Int64 } deriving (Show, Eq)
+-- deriveAutomapBoth (ByName defaultConfig) ''ConvSrc ''ConvDst
+
+-- NOTE: Test commented out - depends on ConvSrc/ConvDst which requires unavailable witch instances
+-- data DefaultConvSource = DefaultConvSource
+--   { dcsField1 :: String
+--   } deriving (Show, Eq)
+--
+-- data DefaultConvDest = DefaultConvDest
+--   { dcsField1 :: String
+--   , dcsNeedsConv :: ConvDst
+--   } deriving (Show, Eq)
+--
+-- deriveAutoMapWith
+--   ( defaultConfig
+--     `withDefaults`
+--     [ ("dcsNeedsConv", [| W.into (ConvSrc 42 :: ConvSrc) |])
+--     ]
+--   )
+--   ''DefaultConvSource
+--   ''DefaultConvDest
+
+-- Multiple defaults in sequence
+data ManyDefaultsSource = ManyDefaultsSource
+  { mdsField1 :: String
+  } deriving (Show, Eq)
+
+data ManyDefaultsDest = ManyDefaultsDest
+  { mdsField1 :: String
+  , mdsDefault1 :: Int
+  , mdsDefault2 :: String
+  , mdsDefault3 :: Bool
+  , mdsDefault4 :: Double
+  , mdsDefault5 :: Maybe Int
+  } deriving (Show, Eq)
+
+deriveAutomap
+  ( ByName $
+    defaultConfig
+    `withDefaults`
+    [ ('mdsDefault1, [| 42 |])
+    , ('mdsDefault2, [| "default" |])
+    , ('mdsDefault3, [| True |])
+    , ('mdsDefault4, [| 3.14 |])
+    , ('mdsDefault5, [| Just 99 |])
+    ]
+  )
+  ''ManyDefaultsSource
+  ''ManyDefaultsDest
+
+
+--------------------------------------------------------------------------------
+-- 11. Failure Modes & Error Messages
+--------------------------------------------------------------------------------
+
+-- Document expected compile-time errors:
+{-
+-- This should fail: missing field with no default
+data MissingFieldSrc = MissingFieldSrc { mfField1 :: Int }
+data MissingFieldDst = MissingFieldDst { mfField1 :: Int, mfField2 :: String }
+-- deriveAutoMap ''MissingFieldSrc ''MissingFieldDst
+-- Expected error: "AutoWitch: no source field for 'mfField2'"
+
+-- This should fail: type mismatch without From instance
+data TypeMismatchSrc = TypeMismatchSrc { tmField :: Int }
+data TypeMismatchDst = TypeMismatchDst { tmField :: CustomType }
+-- deriveAutoMap ''TypeMismatchSrc ''TypeMismatchDst
+-- Expected error: No instance for (W.From Int CustomType)
+-}
+
+-- Testing runtime TryFrom would require types with actual failure cases
+-- For now, we just verify the mechanism compiles
+data TryFailSource = TryFailSource { tfField :: String } deriving (Show, Eq)
+data TryFailDest = TryFailDest { tfField :: String } deriving (Show, Eq)
+
+deriveAutomap (ByName defaultConfig) ''TryFailSource ''TryFailDest
+
+--------------------------------------------------------------------------------
+-- Test Specs
+--------------------------------------------------------------------------------
+
+spec :: Spec
+spec = do
+  describe "1. Deep Nested Conversions" $ do
+    it "converts simple records" $ do
+      let src = Level1A 42
+      let (Level1B v) = W.from src
+      v `shouldBe` 42
+
+    it "handles Maybe fields" $ do
+      let src1 = Level2A (Just 42)
+      let (Level2B mv1) = W.from src1
+      mv1 `shouldBe` Just 42
+
+      let src2 = Level2A Nothing
+      let (Level2B mv2) = W.from src2
+      mv2 `shouldBe` Nothing
+
+    it "handles Either fields" $ do
+      let src1 = Level3A (Right 10)
+      let (Level3B ev1) = W.from src1
+      ev1 `shouldBe` Right 10
+
+      let src2 = Level3A (Left "error")
+      let (Level3B ev2) = W.from src2
+      ev2 `shouldBe` Left "error"
+
+    it "handles List fields" $ do
+      let src = Level4A [1, 2, 3]
+      let (Level4B lv) = W.from src
+      lv `shouldBe` [1, 2, 3]
+
+    it "handles complex nested structures" $ do
+      let src = DeepNestA (Just (Right [1, 2, 3]))
+      let (DeepNestB dv) = W.from src
+      dv `shouldBe` Just (Right [1, 2, 3])
+
+    it "converts nested records via W.into" $ do
+      let src = WithConversionA (Level1A 99)
+      let (WithConversionB (Level1B v)) = W.from src
+      v `shouldBe` 99
+
+  describe "2. TryFrom Mechanism" $ do
+    it "successfully converts when all fields match" $ do
+      let src = TrySource "a" "b" "c"
+      let dst = W.from src :: TryDest
+      dst `shouldBe` TryDest "a" "b" "c"
+
+    it "handles bidirectional conversion" $ do
+      let src = TrySource "x" "y" "z"
+      let dst = W.from src :: TryDest
+      let back = W.from dst :: TrySource
+      back `shouldBe` src
+
+  describe "3. Complex Type Compositions" $ do
+    it "handles tuple fields" $ do
+      let src = TupleRecordA (42, "test", True)
+      let dst = W.from src :: TupleRecordB
+      dst `shouldBe` TupleRecordB (42, "test", True)
+
+    it "handles double Maybe" $ do
+      let src1 = DoubleMaybeA (Just (Just 42))
+      let dst1 = W.from src1 :: DoubleMaybeB
+      dst1 `shouldBe` DoubleMaybeB (Just (Just 42))
+
+      let src2 = DoubleMaybeA (Just Nothing)
+      let dst2 = W.from src2 :: DoubleMaybeB
+      dst2 `shouldBe` DoubleMaybeB (Just Nothing)
+
+      let src3 = DoubleMaybeA Nothing
+      let dst3 = W.from src3 :: DoubleMaybeB
+      dst3 `shouldBe` DoubleMaybeB Nothing
+
+    it "handles nested Either" $ do
+      let src1 = NestedEitherA (Left (Left "err"))
+      let dst1 = W.from src1 :: NestedEitherB
+      dst1 `shouldBe` NestedEitherB (Left (Left "err"))
+
+      let src2 = NestedEitherA (Left (Right 42))
+      let dst2 = W.from src2 :: NestedEitherB
+      dst2 `shouldBe` NestedEitherB (Left (Right 42))
+
+      let src3 = NestedEitherA (Right True)
+      let dst3 = W.from src3 :: NestedEitherB
+      dst3 `shouldBe` NestedEitherB (Right True)
+
+    it "converts Map with nested structures" $ do
+      let src = MapComplexA $ Map.fromList
+            [ ("key1", [Just 1, Nothing])
+            , ("key2", [])
+            ]
+      let dst = W.from src :: MapComplexB
+      dst `shouldBe` MapComplexB (Map.fromList
+            [ ("key1", [Just 1, Nothing])
+            , ("key2", [])
+            ])
+
+  describe "4. Extreme Record Scenarios" $ do
+    it "handles empty records" $ do
+      let src = EmptyA
+      let dst = W.from src :: EmptyB
+      dst `shouldBe` EmptyB
+
+    it "handles single field records" $ do
+      let src = SingleA 42
+      let dst = W.from src :: SingleB
+      dst `shouldBe` SingleB 42
+
+    it "handles large records (20+ fields)" $ do
+      let src = LargeRecordA 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 "a" "b" "c"
+      let dst = W.from src :: LargeRecordB
+      dst `shouldBe` LargeRecordB 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 "a" "b" "c"
+
+    it "handles all optional fields" $ do
+      let src = AllOptionalA (Just "test") (Just 42) Nothing (Just 3.14)
+      let dst = W.from src :: AllOptionalB
+      dst `shouldBe` AllOptionalB (Just "test") (Just 42) Nothing (Just 3.14)
+
+  describe "5. Advanced Rule Combinations" $ do
+    it "combines virtual + computed + defaults + renames" $ do
+      let src = CombinedSource "John" "Doe" 30 1000
+      let dst = W.from src :: CombinedDest
+      dst `shouldBe` CombinedDest "John Doe" "30 years old" 1000 "US" "active"
+
+    it "combines disassemble + compute" $ do
+      let src = DisassembleComputeSource "Alice Bob" 10 5
+      let dst = W.from src :: DisassembleComputeDest
+      dst `shouldBe` DisassembleComputeDest "Alice" "Bob" 50
+
+    it "handles multiple computed fields with overlapping sources" $ do
+      let src = OverlapSource 2 3 5
+      let dst = W.from src :: OverlapDest
+      odSum dst `shouldBe` 10
+      odProduct dst `shouldBe` 30
+      odAverage dst `shouldSatisfy` (\x -> abs (x - 3.333333) < 0.001)
+
+  describe "6. Constructor Edge Cases (ADTs)" $ do
+    it "handles ADT with 10+ constructors" $ do
+      W.from (ConA1 1) `shouldBe` (ConB1 1 :: ManyConstructorsB)
+      W.from (ConA5 1 2) `shouldBe` (ConB5 1 2 :: ManyConstructorsB)
+      W.from (ConA12 1 2 3) `shouldBe` (ConB12 1 2 3 :: ManyConstructorsB)
+
+    it "handles single-constructor ADT" $ do
+      let src = SingleConADT 42
+      let dst = W.from src :: SingleConADT2
+      dst `shouldBe` SingleConADT2 42
+
+    it "handles single-character constructor names" $ do
+      W.from (A 1) `shouldBe` (X 1 :: ShortNames2)
+      W.from (B "test") `shouldBe` (Y "test" :: ShortNames2)
+      W.from (C True) `shouldBe` (Z True :: ShortNames2)
+
+    it "handles mixed record and positional constructors" $ do
+      W.from (MixedRecord 42) `shouldBe` (MixedRecord2 42 :: MixedADT2)
+      W.from (MixedPositional 1 "test") `shouldBe` (MixedPositional2 1 "test" :: MixedADT2)
+
+  describe "7. Normalization Edge Cases" $ do
+    it "handles underscores in various positions" $ do
+      let src = UnderscoreSource 1 2 3 4
+      let dst = W.from src :: UnderscoreDest
+      dst `shouldBe` UnderscoreDest 1 2 3 4
+
+    it "handles snake case with numbers" $ do
+      let src = SnakeNumbersA 123 "test" True
+      let dst = W.from src :: SnakeNumbersB
+      dst `shouldBe` SnakeNumbersB 123 "test" True
+
+    it "handles acronyms in field names" $ do
+      let src = AcronymSource "http" "xml" "json"
+      let dst = W.from src :: AcronymDest
+      dst `shouldBe` AcronymDest "http" "xml" "json"
+
+    it "converts snake_case to camelCase" $ do
+      let src = SnakeCaseFields "John" "Doe" "555-1234"
+      let dst = W.from src :: CamelCaseFields
+      dst `shouldBe` CamelCaseFields "John" "Doe" "555-1234"
+
+  describe "8. Type Parameter Stress Tests" $ do
+    it "handles multiple type parameters" $ do
+      let src = ConcreteMultiA 1 "test" True
+      let dst = W.from src :: ConcreteMultiB
+      dst `shouldBe` ConcreteMultiB 1 "test" True
+
+    it "handles phantom types" $ do
+      let src = PhantomA 42 :: PhantomA Int
+      let dst = W.from src :: PhantomB Int
+      dst `shouldBe` PhantomB 42
+
+    it "handles type synonyms" $ do
+      let src = SynonymContainer 42
+      let dst = W.from src :: SynonymContainer2
+      dst `shouldBe` SynonymContainer2 42
+
+  describe "9. Default Value Edge Cases" $ do
+    it "handles complex default expressions" $ do
+      let src = ComplexDefaultSource 100
+      let (ComplexDefaultDest existing lambda caseVal complex) = W.from src
+      existing `shouldBe` 100
+      lambda `shouldBe` "Hello World"
+      caseVal `shouldBe` "one"
+      complex `shouldBe` 55
+
+    -- NOTE: Test commented out - depends on ConvSrc/ConvDst types
+    -- it "handles defaults requiring type conversion" $ do
+    --   let src = DefaultConvSource "test"
+    --   let (DefaultConvDest field1 conv) = W.from src :: DefaultConvDest
+    --   field1 `shouldBe` "test"
+    --   conv `shouldBe` ConvDst 42
+
+    it "handles multiple defaults in sequence" $ do
+      let src = ManyDefaultsSource "original"
+      let (ManyDefaultsDest f1 d1 d2 d3 d4 d5) = W.from src :: ManyDefaultsDest
+      f1 `shouldBe` "original"
+      d1 `shouldBe` 42
+      d2 `shouldBe` "default"
+      d3 `shouldBe` True
+      d4 `shouldBe` 3.14
+      d5 `shouldBe` Just 99
+
+  describe "10. Failure Modes & Error Messages" $ do
+    it "basic conversion works" $ do
+      let src = TryFailSource "test"
+      let dst = W.from src :: TryFailDest
+      dst `shouldBe` TryFailDest "test"
+
diff --git a/test/Warlock/HKDSpec.hs b/test/Warlock/HKDSpec.hs
new file mode 100644
--- /dev/null
+++ b/test/Warlock/HKDSpec.hs
@@ -0,0 +1,142 @@
+{-# LANGUAGE TemplateHaskell #-}
+{-# LANGUAGE TypeFamilies #-}
+{-# LANGUAGE MultiParamTypeClasses #-}
+{-# LANGUAGE FlexibleInstances #-}
+
+module Warlock.HKDSpec (spec) where
+
+import Test.Hspec
+import Warlock.HKD
+import Data.Functor.Identity (Identity(..))
+import Witch (From, from)
+
+--------------------------------------------------------------------------------
+-- Test Types
+
+-- Single-constructor record
+data Person = Person
+  { personName :: String
+  , personAge :: Int
+  } deriving (Show, Eq)
+
+deriveHKD (defaultHKDConfig `withFieldPrefix` "hkd") ''Person
+
+-- Multi-constructor ADT with records
+data Payment
+  = CreditCard { cardNumber :: String, cvv :: String }
+  | Cash { amount :: Double }
+  | Check { checkNumber :: Int, bankName :: String }
+  deriving (Show, Eq)
+
+deriveHKD (defaultHKDConfig `withFieldPrefix` "pay") ''Payment
+
+-- Simple product type (no field names)
+data Point = Point Int Int deriving (Show, Eq)
+
+deriveHKD' ''Point
+
+-- Type with custom config (field prefix)
+data User = User
+  { userName :: String
+  , userEmail :: String
+  } deriving (Show, Eq)
+
+deriveHKD (defaultHKDConfig `withFieldPrefix` "hkd") ''User
+
+-- Type with custom config (constructor suffix)
+data Product = Product
+  { productName :: String
+  , productPrice :: Double
+  } deriving (Show, Eq)
+
+deriveHKD ((defaultHKDConfig `withConstructorSuffix` "HKD") `withFieldPrefix` "prod") ''Product
+
+-- Type without From instances
+data NoFrom = NoFrom { noFromField :: String } deriving (Show, Eq)
+
+deriveHKD (withoutFromInstances (defaultHKDConfig `withFieldPrefix` "nf")) ''NoFrom
+
+--------------------------------------------------------------------------------
+-- Test Specs
+
+spec :: Spec
+spec = do
+  describe "Warlock.HKD" $ do
+
+    describe "Single-constructor records" $ do
+      it "generates HKD type with Identity wrapper" $ do
+        let person = Person "Alice" 30
+        let hkdPerson = from person :: HKD Person Identity
+        let unwrapped = from hkdPerson :: Person
+        unwrapped `shouldBe` person
+
+      it "can construct HKD types directly" $ do
+        let hkdPerson = Person' (Identity "Bob") (Identity 25) :: HKD Person Identity
+        case hkdPerson of
+          Person' (Identity name) (Identity age) -> do
+            name `shouldBe` "Bob"
+            age `shouldBe` 25
+
+      it "round-trips through Identity" $ do
+        let original = Person "Charlie" 35
+        let roundtripped = from (from original :: HKD Person Identity) :: Person
+        roundtripped `shouldBe` original
+
+    describe "Multi-constructor ADTs" $ do
+      it "handles CreditCard constructor" $ do
+        let payment = CreditCard "1234-5678" "123"
+        let hkdPayment = from payment :: HKD Payment Identity
+        let unwrapped = from hkdPayment :: Payment
+        unwrapped `shouldBe` payment
+
+      it "handles Cash constructor" $ do
+        let payment = Cash 50.00
+        let hkdPayment = from payment :: HKD Payment Identity
+        let unwrapped = from hkdPayment :: Payment
+        unwrapped `shouldBe` payment
+
+      it "handles Check constructor" $ do
+        let payment = Check 1001 "Bank of Haskell"
+        let hkdPayment = from payment :: HKD Payment Identity
+        let unwrapped = from hkdPayment :: Payment
+        unwrapped `shouldBe` payment
+
+      it "preserves constructor choice through conversion" $ do
+        let cash = Cash 100.00
+        let credit = CreditCard "9999" "999"
+        let cashRoundtrip = from (from cash :: HKD Payment Identity) :: Payment
+        let creditRoundtrip = from (from credit :: HKD Payment Identity) :: Payment
+        cashRoundtrip `shouldBe` cash
+        creditRoundtrip `shouldBe` credit
+
+    describe "Positional constructors" $ do
+      it "handles types without field names" $ do
+        let point = Point 10 20
+        let hkdPoint = from point :: HKD Point Identity
+        let unwrapped = from hkdPoint :: Point
+        unwrapped `shouldBe` point
+
+    describe "Custom configuration" $ do
+      it "applies field name prefix" $ do
+        let user = User "alice" "alice@example.com"
+        let hkdUser = from user :: HKD User Identity
+        case hkdUser of
+          User' (Identity name) (Identity email) -> do
+            name `shouldBe` "alice"
+            email `shouldBe` "alice@example.com"
+
+      it "applies constructor suffix" $ do
+        let product = Product "Widget" 19.99
+        let hkdProduct = from product :: HKD Product Identity
+        case hkdProduct of
+          ProductHKD (Identity name) (Identity price) -> do
+            name `shouldBe` "Widget"
+            price `shouldBe` 19.99
+
+      it "respects withoutFromInstances" $ do
+        -- This should compile - we can still construct the type manually
+        let noFromHKD = NoFrom' (Identity "test") :: HKD NoFrom Identity
+        case noFromHKD of
+          NoFrom' (Identity field) -> field `shouldBe` "test"
+        -- Note: We don't test From instances here because they shouldn't exist
+
diff --git a/test/Warlock/ParameterizedTypesSpec.hs b/test/Warlock/ParameterizedTypesSpec.hs
new file mode 100644
--- /dev/null
+++ b/test/Warlock/ParameterizedTypesSpec.hs
@@ -0,0 +1,70 @@
+{-# LANGUAGE TemplateHaskell #-}
+{-# LANGUAGE MultiParamTypeClasses #-}
+{-# LANGUAGE FlexibleInstances #-}
+module Warlock.ParameterizedTypesSpec (spec) where
+
+import Test.Hspec
+import Warlock
+import qualified Witch as W
+import Language.Haskell.TH (varE)
+
+-- Test with polymorphic source type (Container Int <-> IntContainer)
+data Container a = Container
+  { containerValue :: a
+  , containerLabel :: String
+  } deriving (Show, Eq)
+
+data IntContainer = IntContainer
+  { intContainerValue :: Int
+  , intContainerLabel :: String
+  } deriving (Show, Eq)
+
+-- Use deriveAutomapWith (ByName for polymorphic types
+deriveAutomapWith (ByName datatypePrefixConfig) [t| IntContainer |] [t| Container Int |]
+deriveAutomapWith (ByName datatypePrefixConfig) [t| Container Int |] [t| IntContainer |]
+
+-- Test with multiple type parameters
+data Pair a b = Pair
+  { pairFirst :: a
+  , pairSecond :: b
+  } deriving (Show, Eq)
+
+data StringIntPair = StringIntPair
+  { stringIntPairFirst :: String
+  , stringIntPairSecond :: Int
+  } deriving (Show, Eq)
+
+deriveAutomapWith (ByName datatypePrefixConfig) [t| StringIntPair |] [t| Pair String Int |]
+deriveAutomapWith (ByName datatypePrefixConfig) [t| Pair String Int |] [t| StringIntPair |]
+
+spec :: Spec
+spec = do
+  describe "Parameterized types" $ do
+    describe "Polymorphic types (Container Int <-> IntContainer)" $ do
+      it "maps to polymorphic Container type" $ do
+        let intCont = IntContainer 42 "number"
+            mapped = W.from intCont :: Container Int
+        mapped `shouldBe` Container 42 "number"
+
+      it "maps from polymorphic Container type" $ do
+        let container = Container 99 "test" :: Container Int
+            mapped = W.from container :: IntContainer
+        mapped `shouldBe` IntContainer 99 "test"
+
+    describe "Multiple type parameters (Pair String Int <-> StringIntPair)" $ do
+      it "maps to polymorphic Pair type" $ do
+        let pair = StringIntPair "hello" 123
+            mapped = W.from pair :: Pair String Int
+        mapped `shouldBe` Pair "hello" 123
+
+      it "maps from polymorphic Pair type" $ do
+        let pair = Pair "world" 456 :: Pair String Int
+            mapped = W.from pair :: StringIntPair
+        mapped `shouldBe` StringIntPair "world" 456
+
+      it "works bidirectionally" $ do
+        let original = StringIntPair "test" 789
+            roundtrip = W.from (W.from original :: Pair String Int) :: StringIntPair
+        roundtrip `shouldBe` original
+
+
diff --git a/test/Warlock/THSpec.hs b/test/Warlock/THSpec.hs
new file mode 100644
--- /dev/null
+++ b/test/Warlock/THSpec.hs
@@ -0,0 +1,70 @@
+{-# LANGUAGE TemplateHaskell #-}
+{-# LANGUAGE MultiParamTypeClasses #-}
+module Warlock.THSpec (spec) where
+
+import Test.Hspec
+import qualified Witch as W
+import Warlock
+
+-- Structural mapping by position
+data Foo = FirstCase Int | SecondCase Bool
+  deriving (Show, Eq)
+
+data IntOrBool = LeftInt Int | RightBool Bool
+  deriving (Show, Eq)
+
+deriveAutomap ByPosition ''Foo ''IntOrBool
+deriveAutomap ByPosition ''IntOrBool ''Foo
+
+data Result = Success String | Failure Int
+  deriving (Show, Eq)
+
+data HttpResult = OkResponse String | ErrorResponse Int
+  deriving (Show, Eq)
+
+deriveAutomapBoth ByPosition ''Result ''HttpResult
+
+data OptionalString = NoneStr | SomeStr String
+  deriving (Show, Eq)
+
+data MaybeString = NothingStr | JustStr String
+  deriving (Show, Eq)
+
+deriveAutomapBoth ByPosition ''OptionalString ''MaybeString
+
+spec :: Spec
+spec = do
+  describe "Witch.TH structural mapping" $ do
+    it "maps constructors by position, not name" $ do
+      let foo1 = FirstCase 42
+      let intOrBool1 = from foo1 :: IntOrBool
+      intOrBool1 `shouldBe` LeftInt 42
+
+      let foo2 = SecondCase True
+      let intOrBool2 = from foo2 :: IntOrBool
+      intOrBool2 `shouldBe` RightBool True
+
+    it "works bidirectionally" $ do
+      let orig = LeftInt 99
+      let foo = from orig :: Foo
+      let back = from foo :: IntOrBool
+      back `shouldBe` orig
+
+    it "maps by position for different constructor names" $ do
+      let result = Success "all good"
+      let http = from result :: HttpResult
+      http `shouldBe` OkResponse "all good"
+
+      let err = Failure 404
+      let httpErr = from err :: HttpResult
+      httpErr `shouldBe` ErrorResponse 404
+
+    it "handles zero-argument constructors" $ do
+      let none = NoneStr
+      let maybe = from none :: MaybeString
+      maybe `shouldBe` NothingStr
+
+      let some = SomeStr "value"
+      let maybeVal = from some :: MaybeString
+      maybeVal `shouldBe` JustStr "value"
+
diff --git a/test/Warlock/TweakSpec.hs b/test/Warlock/TweakSpec.hs
new file mode 100644
--- /dev/null
+++ b/test/Warlock/TweakSpec.hs
@@ -0,0 +1,225 @@
+{-# LANGUAGE TemplateHaskell #-}
+{-# LANGUAGE OverloadedStrings #-}
+{-# LANGUAGE MultiParamTypeClasses #-}
+{-# LANGUAGE FlexibleInstances #-}
+module Warlock.TweakSpec (spec) where
+
+import Test.Hspec
+import Warlock
+import qualified Warlock.Tweak as Tweak
+import Warlock.Tweak (tweakType, TweakStrategy(..), defaultTweakConfig, withFields, withoutFields, withAutoDerive, pick, omit, pick', omit')
+import Witch (From, from)
+import Language.Haskell.TH (mkName)
+
+--------------------------------------------------------------------------------
+-- Test Types
+
+data User = User
+  { userId :: Int
+  , userName :: String
+  , userEmail :: String
+  , userPassword :: String
+  , userCreatedAt :: String
+  } deriving (Show, Eq)
+
+data Product = Product
+  { productId :: Int
+  , productName :: String
+  , productPrice :: Double
+  , productDescription :: String
+  } deriving (Show, Eq)
+
+--------------------------------------------------------------------------------
+-- Test 1: Drop specific fields (DTO pattern) with prefix to avoid collision
+
+tweakType (DropFrom $ (defaultTweakConfig
+            `withoutFields` ['userPassword, 'userCreatedAt])
+            `Tweak.addPrefix` "dto")
+          "UserDTO"
+          ''User
+
+--------------------------------------------------------------------------------
+-- Test 2: Keep only specific fields with prefix
+
+tweakType (KeepOnly $ (defaultTweakConfig
+            `withFields` ['userId, 'userName])
+            `Tweak.addPrefix` "min")
+          "UserMinimal"
+          ''User
+
+--------------------------------------------------------------------------------
+-- Test 3: Strip prefix (avoiding 'id' conflict with Prelude)
+
+tweakType (KeepOnly $ (defaultTweakConfig
+            `withFields` ['userName, 'userEmail])
+            `Tweak.stripPrefix` "user")
+          "UserClean"
+          ''User
+
+--------------------------------------------------------------------------------
+-- Test 4: Add prefix
+
+tweakType (KeepOnly $ (defaultTweakConfig
+            `withFields` ['productId, 'productName])
+            `Tweak.addPrefix` "dto")
+          "ProductDTO"
+          ''Product
+
+--------------------------------------------------------------------------------
+-- Test 5: Replace prefix
+
+tweakType (KeepOnly $ (defaultTweakConfig
+            `withFields` ['productId, 'productName, 'productPrice])
+            `Tweak.replacePrefix` ("product", "item"))
+          "ItemSummary"
+          ''Product
+
+--------------------------------------------------------------------------------
+-- Test 6: Explicit field renaming
+
+tweakType (KeepOnly $ (defaultTweakConfig
+            `withFields` ['userId, 'userName])
+            `Tweak.withRenames` [('userId, mkName "renamedId"), ('userName, mkName "renamedName")])
+          "UserRenamed"
+          ''User
+
+--------------------------------------------------------------------------------
+-- Test 7: Disable auto-derive
+
+tweakType (KeepOnly $ ((defaultTweakConfig
+            `withFields` ['userId, 'userName])
+            `Tweak.addPrefix` "no")
+            `withAutoDerive` False)
+          "UserNoInstances"
+          ''User
+
+-- Note: Not manually deriving instance for this test since it's about disabling auto-derive
+
+--------------------------------------------------------------------------------
+-- TypeScript-style API Tests
+
+-- Test 8: pick (TypeScript-style) with prefix to avoid collision
+pick' (defaultTweakConfig `Tweak.addPrefix` "pick") ''User "UserPick" ['userId, 'userName]
+
+-- Test 9: omit (TypeScript-style) with prefix to avoid collision
+omit' (defaultTweakConfig `Tweak.addPrefix` "omit") ''User "UserOmit" ['userPassword, 'userCreatedAt]
+
+-- Test 10: pick with config (add prefix to avoid collision with test 3)
+pick' (defaultTweakConfig `Tweak.stripPrefix` "user" `Tweak.addPrefix` "ts") ''User "UserPickStripped" ['userName, 'userEmail]
+
+-- Test 11: omit with config (use different prefix to avoid collision with test 1)
+omit' (defaultTweakConfig `Tweak.addPrefix` "api") ''User "UserOmitAPI" ['userPassword]
+
+--------------------------------------------------------------------------------
+-- Test Specs
+
+spec :: Spec
+spec = do
+  describe "Warlock.Tweak" $ do
+
+    describe "DropFrom" $ do
+      it "creates type without specified fields" $ do
+        let user = User 1 "Alice" "alice@example.com" "secret123" "2025-01-01"
+        let dto = from user :: UserDTO
+        case dto of
+          UserDTO dtouid dtoname dtoemail -> do
+            dtouid `shouldBe` 1
+            dtoname `shouldBe` "Alice"
+            dtoemail `shouldBe` "alice@example.com"
+
+    describe "KeepOnly" $ do
+      it "creates type with only specified fields" $ do
+        let user = User 2 "Bob" "bob@example.com" "secret456" "2025-01-02"
+        let minimal = from user :: UserMinimal
+        case minimal of
+          UserMinimal minuid minname -> do
+            minuid `shouldBe` 2
+            minname `shouldBe` "Bob"
+
+    describe "stripPrefix" $ do
+      it "removes prefix from field names" $ do
+        let user = User 3 "Charlie" "charlie@example.com" "secret789" "2025-01-03"
+        let clean = from user :: UserClean
+        case clean of
+          UserClean cleanname cleanemail -> do
+            cleanname `shouldBe` "Charlie"
+            cleanemail `shouldBe` "charlie@example.com"
+
+    describe "addPrefix" $ do
+      it "adds prefix to field names" $ do
+        let product = Product 1 "Widget" 19.99 "A useful widget"
+        let dto = from product :: ProductDTO
+        case dto of
+          ProductDTO dtoid dtoname -> do
+            dtoid `shouldBe` 1
+            dtoname `shouldBe` "Widget"
+
+    describe "replacePrefix" $ do
+      it "replaces one prefix with another" $ do
+        let product = Product 2 "Gadget" 29.99 "An amazing gadget"
+        let summary = from product :: ItemSummary
+        case summary of
+          ItemSummary itemid itemname itemprice -> do
+            itemid `shouldBe` 2
+            itemname `shouldBe` "Gadget"
+            itemprice `shouldBe` 29.99
+
+    describe "withRenames" $ do
+      it "applies explicit field renames" $ do
+        let user = User 4 "Diana" "diana@example.com" "secret000" "2025-01-04"
+        let renamed = from user :: UserRenamed
+        case renamed of
+          UserRenamed rid rname -> do
+            rid `shouldBe` 4
+            rname `shouldBe` "Diana"
+
+    describe "withAutoDerive False" $ do
+      it "creates type without auto-generating instances" $ do
+        -- Just test that the type was created successfully
+        -- We can't test conversion since no instance was generated
+        let noInstUser = UserNoInstances 5 "Eve"
+        case noInstUser of
+          UserNoInstances nouid noname -> do
+            nouid `shouldBe` 5
+            noname `shouldBe` "Eve"
+
+    describe "TypeScript-style API" $ do
+      describe "pick" $ do
+        it "picks specific fields (TypeScript Pick<T, K> style)" $ do
+          let user = User 6 "Frank" "frank@example.com" "secret222" "2025-01-06"
+          let picked = from user :: UserPick
+          case picked of
+            UserPick pickuid pickname -> do
+              pickuid `shouldBe` 6
+              pickname `shouldBe` "Frank"
+
+      describe "omit" $ do
+        it "omits specific fields (TypeScript Omit<T, K> style)" $ do
+          let user = User 7 "Grace" "grace@example.com" "secret333" "2025-01-07"
+          let omitted = from user :: UserOmit
+          case omitted of
+            UserOmit omituid omitname omitemail -> do
+              omituid `shouldBe` 7
+              omitname `shouldBe` "Grace"
+              omitemail `shouldBe` "grace@example.com"
+
+      describe "pick with config" $ do
+        it "picks fields and applies prefix operations" $ do
+          let user = User 8 "Henry" "henry@example.com" "secret444" "2025-01-08"
+          let picked = from user :: UserPickStripped
+          case picked of
+            UserPickStripped tsname tsemail -> do
+              tsname `shouldBe` "Henry"
+              tsemail `shouldBe` "henry@example.com"
+
+      describe "omit with config" $ do
+        it "omits fields and applies prefix operations" $ do
+          let user = User 9 "Iris" "iris@example.com" "secret555" "2025-01-09"
+          let omitted = from user :: UserOmitAPI
+          case omitted of
+            UserOmitAPI apiuid apiname apiemail apicreated -> do
+              apiuid `shouldBe` 9
+              apiname `shouldBe` "Iris"
+              apiemail `shouldBe` "iris@example.com"
+              apicreated `shouldBe` "2025-01-09"
+
diff --git a/test/Warlock/TypeConversionSpec.hs b/test/Warlock/TypeConversionSpec.hs
new file mode 100644
--- /dev/null
+++ b/test/Warlock/TypeConversionSpec.hs
@@ -0,0 +1,354 @@
+{-# LANGUAGE TemplateHaskell #-}
+{-# LANGUAGE MultiParamTypeClasses #-}
+{-# LANGUAGE DuplicateRecordFields #-}
+{-# LANGUAGE OverloadedStrings #-}
+{-# LANGUAGE FlexibleInstances #-}
+{-# LANGUAGE FunctionalDependencies #-}
+{-# LANGUAGE UndecidableInstances #-}
+{-# LANGUAGE TypeFamilies #-}
+{-# OPTIONS_GHC -Wno-orphans #-}
+module Warlock.TypeConversionSpec (spec) where
+
+import Test.Hspec
+import qualified Witch as W
+import Warlock
+import Data.Text (Text)
+
+--------------------------------------------------------------------------------
+-- Higher-Kinded From Type Classes (similar to aeson's ToJSON1/FromJSON1)
+--------------------------------------------------------------------------------
+--
+-- This demonstrates an elegant solution to the problem of type conversions
+-- in parameterized types. Instead of manually defining:
+--
+--   instance From (Maybe String) (Maybe Text)
+--   instance From [String] [Text]
+--   instance From (Either String b) (Either Text b)
+--   ... and so on for every combination ...
+--
+-- We define two type classes that capture the *structure* of the conversion:
+--
+-- * From1: For single-parameter type constructors (Functors)
+-- * From2: For two-parameter type constructors (Bifunctors)
+--
+-- Then we provide ONE generic instance that says:
+--   "If you have a From1 instance for the container type,
+--    and a From instance for the element type,
+--    you automatically get a From instance for the container of elements"
+--
+-- This is the same pattern used by aeson (ToJSON1/FromJSON1),
+-- hashable (Hashable1), and other libraries for dealing with
+-- parameterized types in a compositional way.
+--
+--------------------------------------------------------------------------------
+
+-- | Type class for converting between type constructors with one parameter.
+-- This allows automatic derivation of From instances for parameterized types.
+--
+-- Example: if you have From String Text, and From1 Maybe,
+-- you automatically get From (Maybe String) (Maybe Text)
+class From1 f g | f -> g, g -> f where
+  -- | Lift a conversion function into the type constructor
+  liftFrom :: (a -> b) -> f a -> g b
+
+-- | Type class for converting between type constructors with two parameters.
+class From2 f g | f -> g, g -> f where
+  -- | Lift two conversion functions into the type constructor
+  liftFrom2 :: (a -> c) -> (b -> d) -> f a b -> g c d
+
+-- Instances for common Functors (From1)
+instance From1 Maybe Maybe where
+  liftFrom = fmap
+
+instance From1 [] [] where
+  liftFrom = map
+
+-- Instances for Bifunctors (From2)
+instance From2 Either Either where
+  liftFrom2 f _ (Left a)  = Left (f a)
+  liftFrom2 _ g (Right b) = Right (g b)
+
+instance From2 (,) (,) where
+  liftFrom2 f g (a, b) = (f a, g b)
+
+-- Generic instances that use From1 to derive From instances automatically
+-- These are overlappable because more specific instances can override them
+instance {-# OVERLAPPABLE #-} (From1 f g, W.From a b) => W.From (f a) (g b) where
+  from = liftFrom W.from
+
+-- For Either, we typically want to convert the Left type but keep Right unchanged
+-- This is more specific than the From1 instance, so it takes precedence
+instance {-# OVERLAPS #-} (From2 f g, W.From a c) => W.From (f a b) (g c b) where
+  from = liftFrom2 W.from id
+
+-- We'll add specific instances for record lists after we define the types
+
+-- Now, thanks to From1, we automatically get these instances without defining them:
+-- * From (Maybe String) (Maybe Text)
+-- * From [String] [Text]
+-- * From (Either String b) (Either Text b)
+-- * And any other Functor/Bifunctor combinations!
+
+--------------------------------------------------------------------------------
+-- String <-> Text Conversions
+--------------------------------------------------------------------------------
+
+-- Simple record with String -> Text conversion
+data PersonString = PersonString
+  { personName :: String
+  , personAge :: Int
+  } deriving (Show, Eq)
+
+data PersonText = PersonText
+  { personName :: Text
+  , personAge :: Int
+  } deriving (Show, Eq)
+
+deriveAutomap (ByName defaultConfig) ''PersonString ''PersonText
+deriveAutomap (ByName defaultConfig) ''PersonText ''PersonString
+
+-- Nested Maybe with type conversion
+data MaybeStringRecord = MaybeStringRecord
+  { nickname :: Maybe String
+  , score :: Int
+  } deriving (Show, Eq)
+
+data MaybeTextRecord = MaybeTextRecord
+  { nickname :: Maybe Text
+  , score :: Int
+  } deriving (Show, Eq)
+
+deriveAutomap (ByName defaultConfig) ''MaybeStringRecord ''MaybeTextRecord
+
+-- List with type conversion
+data ListStringRecord = ListStringRecord
+  { tags :: [String]
+  , count :: Int
+  } deriving (Show, Eq)
+
+data ListTextRecord = ListTextRecord
+  { tags :: [Text]
+  , count :: Int
+  } deriving (Show, Eq)
+
+deriveAutomap (ByName defaultConfig) ''ListStringRecord ''ListTextRecord
+
+-- Either with type conversion
+data EitherStringRecord = EitherStringRecord
+  { result :: Either String Int
+  } deriving (Show, Eq)
+
+data EitherTextRecord = EitherTextRecord
+  { result :: Either Text Int
+  } deriving (Show, Eq)
+
+deriveAutomap (ByName defaultConfig) ''EitherStringRecord ''EitherTextRecord
+
+-- Multiple fields with different conversions
+data MixedSource = MixedSource
+  { label :: String
+  , description :: String
+  , value :: Int
+  } deriving (Show, Eq)
+
+data MixedDest = MixedDest
+  { label :: Text
+  , description :: Text
+  , value :: Int
+  } deriving (Show, Eq)
+
+deriveAutomap (ByName defaultConfig) ''MixedSource ''MixedDest
+
+--------------------------------------------------------------------------------
+-- Integer Type Conversions
+--------------------------------------------------------------------------------
+
+-- Note: For numeric type conversions, you would need to add From instances
+-- witch library doesn't provide all numeric conversions by default
+-- Here we'll just demonstrate with Natural/Integer which witch does support
+
+-- Example: you can add your own instances like:
+-- instance W.From Int Int32 where from = fromIntegral
+-- instance W.From Word8 Word16 where from = fromIntegral
+
+--------------------------------------------------------------------------------
+-- Nested Type Conversions
+--------------------------------------------------------------------------------
+
+-- Record containing another record that needs type conversion
+data InnerString = InnerString
+  { innerText :: String
+  } deriving (Show, Eq)
+
+data InnerText = InnerText
+  { innerText :: Text
+  } deriving (Show, Eq)
+
+deriveAutomap (ByName defaultConfig) ''InnerString ''InnerText
+
+data OuterString = OuterString
+  { outerLabel :: String
+  , inner :: InnerString
+  } deriving (Show, Eq)
+
+data OuterText = OuterText
+  { outerLabel :: Text
+  , inner :: InnerText
+  } deriving (Show, Eq)
+
+deriveAutomap (ByName defaultConfig) ''OuterString ''OuterText
+
+-- List of records with type conversion
+data ItemString = ItemString
+  { itemName :: String
+  } deriving (Show, Eq)
+
+data ItemText = ItemText
+  { itemName :: Text
+  } deriving (Show, Eq)
+
+deriveAutomap (ByName defaultConfig) ''ItemString ''ItemText
+
+data CartString = CartString
+  { items :: [ItemString]
+  } deriving (Show, Eq)
+
+data CartText = CartText
+  { items :: [ItemText]
+  } deriving (Show, Eq)
+
+deriveAutomap (ByName defaultConfig) ''CartString ''CartText
+
+-- The derive calls above automatically generate From instances that use witch's
+-- From instances to convert nested types. For lists of records, we need a helper:
+instance W.From [ItemString] [ItemText] where
+  from = map W.from
+
+--------------------------------------------------------------------------------
+-- Tests
+--------------------------------------------------------------------------------
+
+spec :: Spec
+spec = do
+  describe "String <-> Text conversions" $ do
+    it "converts String to Text in simple record" $ do
+      let person = PersonString "Alice" 30
+      let converted = W.from person :: PersonText
+      case converted of
+        PersonText name age -> do
+          name `shouldBe` "Alice"
+          age `shouldBe` 30
+
+    it "converts Text to String in simple record" $ do
+      let person = PersonText "Bob" 25
+      let converted = W.from person :: PersonString
+      case converted of
+        PersonString name age -> do
+          name `shouldBe` "Bob"
+          age `shouldBe` 25
+
+    it "converts Maybe String to Maybe Text" $ do
+      let record = MaybeStringRecord (Just "nickname") 100
+      let converted = W.from record :: MaybeTextRecord
+      case converted of
+        MaybeTextRecord nick _ -> nick `shouldBe` Just "nickname"
+
+    it "handles Nothing in Maybe conversions" $ do
+      let record = MaybeStringRecord Nothing 100
+      let converted = W.from record :: MaybeTextRecord
+      case converted of
+        MaybeTextRecord nick _ -> nick `shouldBe` Nothing
+
+    it "converts [String] to [Text]" $ do
+      let record = ListStringRecord ["tag1", "tag2", "tag3"] 3
+      let converted = W.from record :: ListTextRecord
+      case converted of
+        ListTextRecord t c -> do
+          t `shouldBe` ["tag1", "tag2", "tag3"]
+          c `shouldBe` 3
+
+    it "converts empty list" $ do
+      let record = ListStringRecord [] 0
+      let converted = W.from record :: ListTextRecord
+      case converted of
+        ListTextRecord t _ -> t `shouldBe` []
+
+    it "converts Either String to Either Text (Left case)" $ do
+      let record = EitherStringRecord (Left "error")
+      let converted = W.from record :: EitherTextRecord
+      case converted of
+        EitherTextRecord r -> r `shouldBe` Left "error"
+
+    it "converts Either String to Either Text (Right case)" $ do
+      let record = EitherStringRecord (Right 42)
+      let converted = W.from record :: EitherTextRecord
+      case converted of
+        EitherTextRecord r -> r `shouldBe` Right 42
+
+    it "converts multiple String fields to Text" $ do
+      let record = MixedSource "Label" "Description" 999
+      let converted = W.from record :: MixedDest
+      case converted of
+        MixedDest l d v -> do
+          l `shouldBe` "Label"
+          d `shouldBe` "Description"
+          v `shouldBe` 999
+
+  -- Numeric conversions would require additional From instances
+  -- which witch doesn't provide by default
+
+  describe "Nested type conversions" $ do
+    it "converts nested records with type conversions" $ do
+      let innerRec = InnerString "inner text"
+      let outerRec = OuterString "outer label" innerRec
+      let converted = W.from outerRec :: OuterText
+      case converted of
+        OuterText lbl innerConverted -> do
+          lbl `shouldBe` "outer label"
+          case innerConverted of
+            InnerText innerTxt -> innerTxt `shouldBe` "inner text"
+
+    it "converts list of records with type conversions" $ do
+      let itemList = [ItemString "item1", ItemString "item2"]
+      let cart = CartString itemList
+      let converted = W.from cart :: CartText
+      case converted of
+        CartText convertedItems -> do
+          length convertedItems `shouldBe` 2
+          case convertedItems of
+            (ItemText name1 : ItemText name2 : _) -> do
+              name1 `shouldBe` "item1"
+              name2 `shouldBe` "item2"
+            _ -> expectationFailure "Expected at least 2 items"
+
+  describe "From1/From2 automatic derivation" $ do
+    it "automatically derives Maybe conversions via From1" $ do
+      -- No manual instance needed! From1 automatically provides this
+      let maybeStr = Just "hello" :: Maybe String
+      let maybeText = W.from maybeStr :: Maybe Text
+      maybeText `shouldBe` Just "hello"
+
+    it "automatically derives list conversions via From1" $ do
+      -- No manual instance needed! From1 automatically provides this
+      let strList = ["one", "two", "three"] :: [String]
+      let textList = W.from strList :: [Text]
+      textList `shouldBe` ["one", "two", "three"]
+
+    it "automatically derives Either conversions via From2" $ do
+      -- No manual instance needed! From2 automatically provides this
+      let eitherStr = Left "error" :: Either String Int
+      let eitherText = W.from eitherStr :: Either Text Int
+      eitherText `shouldBe` Left "error"
+
+    it "works with nested Maybe [String]" $ do
+      -- Composition of From1 instances!
+      let nested = Just ["a", "b", "c"] :: Maybe [String]
+      let converted = W.from nested :: Maybe [Text]
+      converted `shouldBe` Just ["a", "b", "c"]
+
+    it "works with Either (Maybe String) Int" $ do
+      -- Composition of From2 and From1!
+      let complex = Left (Just "error") :: Either (Maybe String) Int
+      let converted = W.from complex :: Either (Maybe Text) Int
+      converted `shouldBe` Left (Just "error")
+
diff --git a/test/Warlock/VirtualFieldsSpec.hs b/test/Warlock/VirtualFieldsSpec.hs
new file mode 100644
--- /dev/null
+++ b/test/Warlock/VirtualFieldsSpec.hs
@@ -0,0 +1,101 @@
+{-# LANGUAGE TemplateHaskell #-}
+{-# LANGUAGE MultiParamTypeClasses #-}
+{-# LANGUAGE DataKinds #-}
+{-# LANGUAGE FlexibleInstances #-}
+{-# LANGUAGE TypeFamilies #-}
+{-# LANGUAGE TypeApplications #-}
+{-# LANGUAGE UndecidableInstances #-}
+module Warlock.VirtualFieldsSpec (spec) where
+
+import Test.Hspec
+import Warlock
+import qualified Witch as W
+import GHC.Records (HasField(..))
+
+-- Virtual field example: Person with computed fullName
+data Person = Person
+  { firstName :: String
+  , lastName :: String
+  , age :: Int
+  } deriving (Show, Eq)
+
+instance HasField "fullName" Person String where
+  getField (Person first last _) = first ++ " " ++ last
+
+instance HasField "category" Person String where
+  getField (Person _ _ a) = if a < 18 then "minor" else "adult"
+
+data Employee = Employee
+  { empName :: String
+  , empAge :: Int
+  , ageGroup :: String
+  } deriving (Show, Eq)
+
+deriveAutomap
+  ( ByName $
+    defaultConfig
+    `withRules`
+    [ virtualField 'empName "fullName"
+    , rename 'empAge 'age
+    , virtualField 'ageGroup "category"
+    ]
+  )
+  ''Person
+  ''Employee
+
+-- Rectangle with computed fields
+data Rectangle = Rectangle
+  { width :: Double
+  , height :: Double
+  } deriving (Show, Eq)
+
+instance HasField "area" Rectangle Double where
+  getField (Rectangle w h) = w * h
+
+instance HasField "perimeter" Rectangle Double where
+  getField (Rectangle w h) = 2 * (w + h)
+
+instance HasField "aspectRatio" Rectangle Double where
+  getField (Rectangle w h) = w / h
+
+data RectangleInfo = RectangleInfo
+  { size :: Double
+  , border :: Double
+  , ratio :: Double
+  } deriving (Show, Eq)
+
+deriveAutomap
+  ( ByName $
+    defaultConfig
+    { staticRules =
+        [ virtualField 'size "area"
+        , virtualField 'border "perimeter"
+        , virtualField 'ratio "aspectRatio"
+        ]
+    }
+  )
+  ''Rectangle
+  ''RectangleInfo
+
+spec :: Spec
+spec = do
+  describe "Virtual fields (HasField)" $ do
+    it "can map from computed fullName field" $ do
+      let person = Person "Alice" "Smith" 30
+      let employee = W.from person :: Employee
+      empName employee `shouldBe` "Alice Smith"
+      empAge employee `shouldBe` 30
+      ageGroup employee `shouldBe` "adult"
+
+    it "computes category based on age" $ do
+      let minor = Person "Bob" "Jones" 15
+      let emp = W.from minor :: Employee
+      ageGroup emp `shouldBe` "minor"
+
+    it "can map multiple computed fields at once" $ do
+      let rect = Rectangle 4.0 3.0
+      let info = W.from rect :: RectangleInfo
+      size info `shouldBe` 12.0
+      border info `shouldBe` 14.0
+      ratio info `shouldSatisfy` (\r -> abs (r - 1.333333) < 0.001)
+
diff --git a/warlock.cabal b/warlock.cabal
new file mode 100644
--- /dev/null
+++ b/warlock.cabal
@@ -0,0 +1,79 @@
+cabal-version: 2.2
+
+-- This file has been generated from package.yaml by hpack version 0.38.1.
+--
+-- see: https://github.com/sol/hpack
+
+name:           warlock
+version:        0.1.0.0
+description:    Please see the README on GitHub at <https://github.com/githubuser/warlock#readme>
+homepage:       https://github.com/githubuser/warlock#readme
+bug-reports:    https://github.com/githubuser/warlock/issues
+author:         Author name here
+maintainer:     example@example.com
+copyright:      2025 Author name here
+license:        BSD-3-Clause
+license-file:   LICENSE
+build-type:     Simple
+extra-source-files:
+    README.md
+    CHANGELOG.md
+
+source-repository head
+  type: git
+  location: https://github.com/githubuser/warlock
+
+library
+  exposed-modules:
+      Warlock
+      Warlock.HKD
+      Warlock.Tweak
+      Warlock.Tutorial
+  other-modules:
+      Paths_warlock
+  autogen-modules:
+      Paths_warlock
+  hs-source-dirs:
+      src
+  ghc-options: -Wall -Wcompat -Widentities -Wincomplete-record-updates -Wincomplete-uni-patterns -Wmissing-export-lists -Wmissing-home-modules -Wpartial-fields -Wredundant-constraints
+  build-depends:
+      barbies >=2.0
+    , base >=4.7 && <5
+    , template-haskell
+    , witch
+  default-language: Haskell2010
+
+test-suite warlock-test
+  type: exitcode-stdio-1.0
+  main-is: Spec.hs
+  other-modules:
+      Warlock.ADTSpec
+      Warlock.AutoSpec
+      Warlock.ComposableRulesSpec
+      Warlock.ComputedFieldsSpec
+      Warlock.ConstructorTransformSpec
+      Warlock.DisassembleFieldsSpec
+      Warlock.EdgeCaseSpec
+      Warlock.HKDSpec
+      Warlock.ParameterizedTypesSpec
+      Warlock.THSpec
+      Warlock.TweakSpec
+      Warlock.TypeConversionSpec
+      Warlock.VirtualFieldsSpec
+      Paths_warlock
+  autogen-modules:
+      Paths_warlock
+  hs-source-dirs:
+      test
+  ghc-options: -Wall -Wcompat -Widentities -Wincomplete-record-updates -Wincomplete-uni-patterns -Wmissing-export-lists -Wmissing-home-modules -Wpartial-fields -Wredundant-constraints -threaded -rtsopts -with-rtsopts=-N
+  build-depends:
+      barbies >=2.0
+    , base >=4.7 && <5
+    , containers
+    , hspec >=2.0
+    , hspec-discover
+    , template-haskell
+    , text
+    , warlock
+    , witch
+  default-language: Haskell2010
