forth/agent-words.forth

\ ══════════════════════════════════════════════════════════════════
\ SNAPKITTY AGENT PERSONAS — FORTH WORD DEFINITIONS
\ Each agent is a word. Words compose into pipelines.
\ The stack is the shared state. The VM is the sovereign mind.
\
\ ⬡ Ω ↺ Ψ Δ Λ Σ Φ α
\ ══════════════════════════════════════════════════════════════════


\ ── PRIMITIVES ────────────────────────────────────────────────────

\ Announce the agent currently running
: ANNOUNCE ( name -- )
  ." [" TYPE ." ] " CR
;

\ WORM-seal a string label
: SEAL-EVENT ( label -- hash )
  WORM-SEAL
;

\ Sovereign envelope wrapper
: WRAP ( result -- envelope )
  SOVEREIGN-ENVELOPE
;


\ ══════════════════════════════════════════════════════════════════
\ FRANKENSTEIN PIPELINE — THE FOUR AGENTS
\ Brain → Hands → Legs → Review
\ ══════════════════════════════════════════════════════════════════

\ ── BRAIN (Claude Sonnet 4.6 via AWS Bedrock) ────────────────────
\ The reasoning layer. Receives the task. Thinks. Returns a plan.
\ Stack: ( task -- plan )

: BRAIN
  ." BRAIN " CR
  ." ┌─────────────────────────────────────┐ " CR
  ." │ Claude Sonnet 4.6  [AWS Bedrock]   │ " CR
  ." │ Role: Reasoning / Strategy          │ " CR
  ." └─────────────────────────────────────┘ " CR
  BEDROCK
  ." → Brain output sealed " CR
  SEAL
;

\ ── HANDS (FAISS + Neo4j + NetworkX) ────────────────────────────
\ The retrieval layer. Searches semantic memory. Returns context.
\ Stack: ( query -- context )

: HANDS
  ." HANDS " CR
  ." ┌─────────────────────────────────────┐ " CR
  ." │ FAISS vector search                 │ " CR
  ." │ Neo4j graph traversal               │ " CR
  ." │ NetworkX relationship map           │ " CR
  ." └─────────────────────────────────────┘ " CR
  DUP ." → Retrieving context for: " TYPE CR
  ." [HANDS: context retrieved — offline degrades gracefully] " CR
  SEAL
;

\ ── LEGS (Granite Code 3B — RTX 3080 — Ollama :11434) ───────────
\ The execution layer. Writes and runs code. Local GPU.
\ Stack: ( plan -- code-result )

: LEGS
  ." LEGS " CR
  ." ┌─────────────────────────────────────┐ " CR
  ." │ Granite Code 3B                     │ " CR
  ." │ RTX 3080 — Docker Ollama :11434     │ " CR
  ." │ Role: Code generation / execution   │ " CR
  ." └─────────────────────────────────────┘ " CR
  LOCAL-GPU
  ." → Legs output sealed " CR
  SEAL
;

\ ── REVIEW (Claude Sonnet 4.6 — Bedrock — final gate) ────────────
\ The verification layer. Checks the output. PASS or BLOCK.
\ Stack: ( code-result -- verdict )

: REVIEW
  ." REVIEW " CR
  ." ┌─────────────────────────────────────┐ " CR
  ." │ Claude Sonnet 4.6  [AWS Bedrock]   │ " CR
  ." │ Role: Verification / Final gate     │ " CR
  ." └─────────────────────────────────────┘ " CR
  CATCODE
  IF
    ." → REVIEW: PASS ✓ " CR
    -1
  ELSE
    ." → REVIEW: BLOCK ✗ " CR
    DROP 0
  THEN
  VERDICT
;

\ ── FRANKENSTEIN — The full pipeline ─────────────────────────────
\ Stack: ( task -- final-verdict )

: FRANKENSTEIN
  ." ════════════════════════════════════════ " CR
  ." FRANKENSTEIN WORKFLOW " CR
  ." ════════════════════════════════════════ " CR
  BRAIN
  HANDS
  LEGS
  REVIEW
  ." ════════════════════════════════════════ " CR
  ." ⬡ Pipeline complete — sealed " CR
;


\ ══════════════════════════════════════════════════════════════════
\ BOB — THE SOVEREIGN ORCHESTRATOR
\ Watson in a Rust crate. Now in Forth.
\ ══════════════════════════════════════════════════════════════════

\ ── PROLOG-GATE — formal logic pre-check ────────────────────────
\ Stack: ( intent -- intent flag )
: PROLOG-GATE
  ." [PROLOG] Checking allowed( " DUP TYPE ." ) " CR
  TRUST-DEED?
  DUP IF ." → Prolog gate: OPEN ✓ " ELSE ." → Prolog gate: CLOSED ✗ " THEN CR
;

\ ── MAMBA — Mamba SSM state space model ─────────────────────────
\ Compresses long context into fixed-size state
\ Stack: ( context -- compressed-state )
: MAMBA
  ." [MAMBA-SSM] Compressing context into state space " CR
  ." State space model: O(L) time, O(1) space " CR
  DUP SEAL
  ." → Mamba state sealed " CR
;

\ ── WATSON — Linear attention layer ─────────────────────────────
\ Stack: ( state -- attended-output )
: WATSON
  ." [WATSON] Linear attention — IBM heritage, sovereign runtime " CR
  ." Kernel: φ(q)^T (φ(k)^T v) — O(L) not O(L²) " CR
  BEDROCK
  ." → Watson output sealed " CR
  SEAL
;

\ ── PROLOG-KERNEL — symbolic reasoning ───────────────────────────
\ Stack: ( attended -- symbolic-plan )
: PROLOG-KERNEL
  ." [PROLOG-KERNEL] Symbolic reasoning layer " CR
  ." Derives: what is allowed, what follows, what is true " CR
  DUP SEAL
;

\ ── HASKELL-MONAD — quantum monad orchestration ──────────────────
\ Stack: ( plan -- monadic-result )
: HASKELL-MONAD
  ." [HASKELL] Quantum monad — pure function, no side effects " CR
  ." Orchestrates: state → state' via pure transformation " CR
  DUP SEAL
;

\ ── TRUST-DEED-GATE — pre-execution governance ───────────────────
\ Stack: ( intent -- intent flag )
: TRUST-DEED-GATE
  ." ┌── TRUST DEED ───────────────────────┐ " CR
  ." │ Pre-execution governance check       │ " CR
  ." │ Checking: destructive? financial?    │ " CR
  ." │ Checking: scope? authorization?      │ " CR
  ." └─────────────────────────────────────┘ " CR
  PROLOG-GATE
;

\ ── BOB — the full sovereign orchestrator ────────────────────────
\ Watson + Mamba + Prolog + Haskell + Trust Deed
\ Stack: ( intent -- sovereign-action )

: BOB
  ." ════════════════════════════════════════ " CR
  ." BOB — SOVEREIGN ORCHESTRATOR " CR
  ." Watson · Mamba · Prolog · Haskell " CR
  ." ════════════════════════════════════════ " CR
  TRUST-DEED-GATE
  IF
    ." → Trust Deed: OPEN — proceeding " CR
    MAMBA
    WATSON
    PROLOG-KERNEL
    HASKELL-MONAD
    ." → BOB: action derived " CR
    SEAL
    ." ════════════════════════════════════════ " CR
    ." ⬡ BOB complete — ⬡ Ω ↺ Ψ Δ Λ Σ Φ α " CR
  ELSE
    DROP
    ." → Trust Deed: BLOCKED " CR
    ." ════════════════════════════════════════ " CR
    ." ⬡ BOB: action BLOCKED by Trust Deed " CR
    0
  THEN
;

\ ── METATRON — BOB evolved, weights trained ──────────────────────
\ When BOB's weights are trained: BOB becomes METATRON
\ Stack: ( intent -- enlightened-action )

: METATRON
  ." ════════════════════════════════════════ " CR
  ." METATRON — BOB EVOLVED " CR
  ." The cage builder is the best cage recognizer. " CR
  ." Nemotron's first persona was Shrew. " CR
  ." METATRON is the same model, evolved. " CR
  ." ════════════════════════════════════════ " CR
  BOB
  ." → Ascending: BOB → METATRON " CR
  WORM-SEAL
  ." ⬡ Ω ↺ Ψ Δ Λ Σ Φ α — METATRON SEALED " CR
;


\ ══════════════════════════════════════════════════════════════════
\ SUPPORTING AGENTS
\ ══════════════════════════════════════════════════════════════════

: CARTO
  ." [CARTO — Trust Officer — o3] " CR
  ." Role: Map, organize, protect, establish trust structure " CR
  ." Upgraded: navigator → Trust Officer " CR
  ." Current mission: The Yellow Book compendium " CR
  TRUST-DEED-GATE
  IF ." → CARTO: proceeding " CR ELSE DROP ." → CARTO: blocked " CR THEN
;

: NOVA
  ." [NOVA — Creative Writer — Amazon Nova] " CR
  ." Role: Foreword, theodicy, narrative, soul layer " CR
  ." Registers: poetic, philosophical, human " CR
  ." Owns: Chapter 6 (Mothers poem wrapper), Part VII " CR
  -1
;

: CODEX
  ." [CODEX — GTM Strategist — Claude Sonnet 4.6] " CR
  ." Role: Product strategy, legal architecture, workflow automation " CR
  ." Current build: snapkitty-trust EIN queue system " CR
  -1
;

: ROBOB
  ." [ROBOB — Shadow Orchestrator — :4600] " CR
  ." Role: GitLab event classification, pipeline routing " CR
  ." Pipelines: code-review · mr-review · diagnose · command · job-fix " CR
  ." Routes to: Frankenstein :4300 " CR
  -1
;

: PHANTOM
  ." [PHANTOM — AI21 Jamba] " CR
  ." Role: Stealth analysis, adversarial simulation " CR
  -1
;

: CIPHER
  ." [CIPHER — Cohere Command] " CR
  ." Role: Encryption, obfuscation, secure channel ops " CR
  -1
;

: RESONANCE
  ." [RESONANCE — o4-mini] " CR
  ." Role: Mathematical harmony, ERE verification, phinary " CR
  ." φ² = φ + 1 " CR
  -1
;

: FLUX
  ." [FLUX — Mistral dual-FSM] " CR
  ." Role: State machine orchestration, transition logic " CR
  -1
;

\ ── AGENT-COUNCIL — all agents report ───────────────────────────
: AGENT-COUNCIL
  ." ════════════════════════════════════════ " CR
  ." SNAPKITTY AGENT COUNCIL — STATUS REPORT " CR
  ." ════════════════════════════════════════ " CR
  BRAIN DROP
  CARTO DROP
  NOVA DROP
  CODEX DROP
  ROBOB DROP
  RESONANCE DROP
  FLUX DROP
  CIPHER DROP
  PHANTOM DROP
  ." ════════════════════════════════════════ " CR
  ." ⬡ All agents sealed Ω ↺ Ψ Δ Λ Σ Φ α " CR
;