free-monad-gen

Free Monad Generation Skill (PLUS +1)

Free structure generation from signatures

Trit: +1 (PLUS)
Color: #D82626 (Red)
Role: Generator/Creator

Core Concept

Free monads generate structure from a functor signature:

data Free f a 
  = Pure a                    -- Leaf (return)
  | Roll (f (Free f a))       -- Node (bind)

Universal property: Free f is left adjoint to forgetful functor U.

Dual: Cofree Comonad

data Cofree f a = a :< f (Cofree f a)
-- Head (extract) and infinite tail (duplicate)

Free	Cofree
Producer (effects)	Consumer (contexts)
Programs	Interpreters
Syntax	Semantics

Pattern Runs on Matter

Pattern (Free) ────runs-on────→ Matter (Cofree)
   ↓                                ↑
 Program                         Environment
   ↓                                ↑
 Effects                         Handlers

Integration with Gay.jl

# Free monad for color stream generation
struct ColorFree{A}
    tag::Symbol  # :pure or :roll
    value::Union{A, Tuple{UInt64, ColorFree{A}}}
end

# Generate free color structure
function free_color_stream(seed::UInt64, n::Int)
    if n == 0
        ColorFree(:pure, seed)
    else
        next_seed = splitmix64(seed)
        ColorFree(:roll, (seed, free_color_stream(next_seed, n-1)))
    end
end

# Interpret to actual colors
function interpret(free::ColorFree, palette)
    if free.tag == :pure
        return []
    else
        (seed, rest) = free.value
        color = gay_color(seed)
        [color; interpret(rest, palette)]
    end
end

Freer Monad (More Efficient)

data Freer f a where
  Pure :: a -> Freer f a
  Impure :: f x -> (x -> Freer f a) -> Freer f a

Benefits:

• O(1) bind (vs O(n) for Free)
• Existential continuation
• Better for effect systems

DSL Generation Pattern

-- 1. Define signature functor
data MusicF next
  = Note Pitch Duration next
  | Rest Duration next
  | Chord [Pitch] Duration next
  | Par (Free MusicF ()) (Free MusicF ()) next

-- 2. Free monad gives DSL
type Music = Free MusicF

-- 3. Smart constructors
note :: Pitch -> Duration -> Music ()
note p d = liftF (Note p d ())

-- 4. Programs are data
melody = do
  note C4 quarter
  note E4 quarter
  note G4 half