Color Envelope Preserving

Color Envelope Preserving

Core Concept

Every navigation path carries a color envelope - a GF(3) ternary assignment that propagates through the path composition. This skill ensures that composed Navigators maintain color conservation (the envelope sums to 0 mod 3) across all compositions.

GF(3) Color Trits:

• -1 (Red/MINUS) - Conservative/filtering paths
• 0 (Green/ERGODIC) - Neutral/structural paths
• +1 (Blue/PLUS) - Generative/enriching paths

The envelope invariant: Any valid Navigator composition must have trits that sum to 0 (mod 3).

Why Color Envelopes?

Determinism Through Color

Every navigation operation is seeded with a color value. Same color seed → same traversal order → same results every time.

# With SplitMix64 seeding from color
nav = @late_nav([ALL, pred(iseven)])
                          ↓ (color=-1)
                    deterministic traversal order

Conservation Law

When two Navigators compose:

nav1 = @late_nav([ALL, pred(f)])        # trit = -1
nav2 = @late_nav([keypath("x")])        # trit = 0
nav_composed = compose_navigators(nav1, nav2)

# Check: (-1) + 0 = -1 ≠ 0
# => INVALID! Cannot compose these Navigators.

A valid composition requires a third Navigator to balance:

nav3 = @late_nav([keypath("y")])        # trit = +1
# Check: (-1) + 0 + (+1) = 0 ✓
# => VALID! Complete GF(3) triad.

Architecture

Color Assignment Algorithm

Each Navigator's trit is determined by its semantic role:

Color Propagation

Input structure (color = c_in)
    ↓
Apply Navigator with trit = t_nav
    ↓
Output structure (color = c_in + t_nav mod 3)
    ↓
Apply next Navigator with trit = t_nav2
    ↓
Final color = c_in + t_nav + t_nav2 mod 3

Envelope Invariant Checker

function verify_envelope(navigator_chain::Vector{Navigator})
    total_trit = sum(nav.trit for nav in navigator_chain) % 3
    return total_trit == 0  # Valid if sums to 0 mod 3
end

API

Color Assignment

assign_trit(navigator::Navigator) :: Int Determines the GF(3) trit for a Navigator.

nav = @late_nav([ALL, pred(f)])
trit = assign_trit(nav)  # => -1 (filtering/expansion)

nav = @late_nav([keypath("x")])
trit = assign_trit(nav)  # => 0 (structural)

nav = @late_nav([APPEND(value)])
trit = assign_trit(nav)  # => +1 (generative)

color_seed(navigator::Navigator) :: UInt64 Generates a deterministic SplitMix64 seed from the Navigator's trit and structure.

nav = @late_nav([ALL, pred(iseven)])
seed = color_seed(nav)  # => UInt64 derived from trit=-1, hash(path)

# Same Navigator always produces same seed
seed2 = color_seed(nav)
@assert seed == seed2  # ✓

Envelope Verification

verify_envelope(navs::Vector{Navigator}) :: Bool Checks if a chain of Navigators maintains color conservation.

nav1 = @late_nav([ALL, pred(f)])              # trit = -1
nav2 = @late_nav([keypath("x")])              # trit = 0
nav3 = @late_nav([TRANSFORM(g)])              # trit = +1

verify_envelope([nav1, nav2, nav3])  # => true ((-1) + 0 + (+1) = 0 ✓)
verify_envelope([nav1, nav2])        # => false ((-1) + 0 = -1 ≠ 0)

complete_triad(nav1, nav2) :: Navigator Given two Navigators, generates the third Navigator that completes the GF(3) triad.

nav1 = @late_nav([ALL, pred(f)])              # trit = -1
nav2 = @late_nav([keypath("x")])              # trit = 0

nav3 = complete_triad(nav1, nav2)
# => Navigator with trit = +1 (auto-generated)

verify_envelope([nav1, nav2, nav3])  # => true ✓

Deterministic Seeding

deterministic_select(nav, structure) :: Vector Performs nav_select with color-seeded determinism guarantee.

nav = @late_nav([ALL, pred(iseven)])
results1 = deterministic_select(nav, [1,2,3,4,5,6])
results2 = deterministic_select(nav, [1,2,3,4,5,6])

@assert results1 == results2  # Always identical ✓

with_color_context(nav, color::Int) :: Function Executes a Navigator selection with explicit color context.

nav = @late_nav([ALL, pred(iseven)])

# Force execution with color = +1
results = with_color_context(nav, +1) do
  nav_select(nav, [1,2,3,4,5,6], x -> [x])
end

Integration with Inline Caching

The cache key for a Navigator includes both the path expression AND the color envelope:

cache_key = hash((path_expr, trit))
# => Different cache entries for nav with trit=-1 vs trit=+1

This ensures:

• Same path, different color → different cached Navigators
• Different behavior per color context → deterministic separation
• No color-mixing bugs → invalid color compositions are caught early

Composition Guarantees

When Navigators compose:

function compose_navigators(nav1, nav2)
    # Check envelope conservation
    combined_trit = (nav1.trit + nav2.trit) % 3

    if combined_trit != 0
        throw(EnvelopeViolationError(
            "Cannot compose: $(nav1.trit) + $(nav2.trit) = $combined_trit ≠ 0"
        ))
    end

    # Composition is valid only if a third Navigator exists
    return compose_with_witness(nav1, nav2)  # Uses complete_triad internally
end

Color as First-Class Data

Colors are not metadata - they're part of the Navigator's identity:

nav_minus = @late_nav([ALL, pred(f)])  # trit = -1
nav_zero = @late_nav([keypath("x")])   # trit = 0
nav_plus = @late_nav([TRANSFORM(g)])   # trit = +1

# These are three distinct Navigators despite similar paths
@assert nav_minus.id != nav_zero.id
@assert nav_zero.id != nav_plus.id

Practical Example: Complex Transformation

# Step 1: Filter (trit = -1)
nav_filter = @late_nav([ALL, pred(x -> x > 5)])

# Step 2: Navigate structure (trit = 0)
nav_nav = @late_nav([keypath("results")])

# Step 3: Enrich with metadata (trit = +1)
nav_enrich = @late_nav([APPEND_CONTEXT(timestamp, hash)])

# Verify composition
@assert (-1) + 0 + (+1) == 0 % 3  # ✓

# Execute with guaranteed determinism
data = Dict("results" => [1,3,5,7,9])
result = compose_navigators(nav_filter, nav_nav, nav_enrich)
        |> x -> nav_select(x, data, process)

Performance

Related Skills

• specter-navigator-gadget - Uses color envelopes for determinism
• möbius-path-filtering - Works alongside color constraints
• gay-mcp - Provides underlying SplitMix64 color generation
• spi-parallel-verify - Verifies color conservation under parallelism

Envelope Violation Examples

# ❌ INVALID: Composing two -1 trits
nav1 = @late_nav([ALL, pred(f)])        # -1
nav2 = @late_nav([ALL, pred(g)])        # -1
compose_navigators(nav1, nav2)
# => EnvelopeViolationError("(-1) + (-1) = -2 ≠ 0 mod 3")

# ❌ INVALID: Composing +1 and +1
nav3 = @late_nav([APPEND(x)])           # +1
nav4 = @late_nav([APPEND(y)])           # +1
compose_navigators(nav3, nav4)
# => EnvelopeViolationError("(+1) + (+1) = 2 ≠ 0 mod 3")

# ✓ VALID: Balanced triad
nav_minus = @late_nav([ALL, pred(f)])   # -1
nav_zero = @late_nav([keypath("x")])    # 0
nav_plus = @late_nav([APPEND(z)])       # +1
compose_navigators(nav_minus, nav_zero, nav_plus)  # ✓

References

• Gay.jl deterministic coloring: https://github.com/bmorphism/Gay.jl
• SplitMix64 seeding: "SplitMix64: A 64-Bit PRNG" - Steele et al.
• GF(3) group theory: "Finite Fields" - Lidl & Niederreiter
• Color topology: music-topos .ruler/COLOR_TOPOLOGY_FRAMEWORK_MASTER.md