snapkitty-clojure-lisp-bridge / backend /relational-engine /relational-refinement-engine.mjs
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// backend/relational-engine/relational-refinement-engine.mjs
//
// SELF-MODIFYING FORMAL REFINEMENT ENGINE
// =========================================
// Implements the two system prompts:
// 1. LiquidHaskell Refined Synthesizer (max_mutation_depth: 5)
// 2. Relational Lisp Refinement Engine (max_refinement_depth: 10)
//
// Pipeline:
// INSPECT -> GENERATE -> VERIFY (LH refinements) -> MUTATE if fail -> EMIT
//
// The evalo core is symmetric: expr and val are co-equal constraints.
// (evalo expr env val) runs forward (eval) AND backward (synthesis).
//
// Builds on:
// backend/relational-engine/evalo.mjs (miniKanren core, already exists)
// dsssl-synthesis/dsssl-synthesis.mjs (SGML grove -> S-expr, already exists)
//
// SGML system declarations:
// <!ELEMENT relational_engine - - (eval_core, mutator, proof_checker)>
// <!ATTLIST eval_core mode (FORWARD | BACKWARD | SYMMETRIC) #REQUIRED>
//
// Ahmad Ali Parr -- Bel Esprit D'Accord Irrevocable Trust -- EIN 42-697643
import { createHash } from "crypto"
// ── Configuration (matches system prompt) ────────────────────────────────────
const ENGINE_CONFIG = {
engine_metadata: {
core: "Relational-Lisp-Evaluator-5Line",
solver_mode: "SMT_VERIFIED_SYNTHESIS",
max_refinement_depth: 10,
max_mutation_depth: 5,
version: "3.0.0",
},
runtime_state: {
current_iteration: 0,
holes_unfilled: 0,
proof_status: "UNSATISFIED",
type_check_status: "PENDING",
},
}
// ── miniKanren primitives ─────────────────────────────────────────────────────
// Same pattern as evalo.mjs β€” symmetric relational evaluator
const FAIL = null
const EMPTY = {}
function walk(u, s) {
while (typeof u === "string" && u.startsWith("_.") && u in s) u = s[u]
return u
}
function unify(u, v, s) {
u = walk(u, s); v = walk(v, s)
if (u === v) return s
if (typeof u === "string" && u.startsWith("_.")) return { ...s, [u]: v }
if (typeof v === "string" && v.startsWith("_.")) return { ...s, [v]: u }
if (Array.isArray(u) && Array.isArray(v) && u.length === v.length) {
for (let i = 0; i < u.length; i++) {
s = unify(u[i], v[i], s)
if (s === FAIL) return FAIL
}
return s
}
if (u && v && typeof u === "object" && typeof v === "object") {
for (const k of Object.keys(u)) {
if (!(k in v)) return FAIL
s = unify(u[k], v[k], s)
if (s === FAIL) return FAIL
}
return s
}
return u === v ? s : FAIL
}
function* conde(...clauses) { for (const c of clauses) yield* c }
let _varN = 0
function fresh(f) { return f(`_.${++_varN}`) }
function reify(v, s) {
v = walk(v, s)
if (typeof v === "string" && v.startsWith("_.")) return v
if (Array.isArray(v)) return v.map(x => reify(x, s))
if (v && typeof v === "object") {
const out = {}
for (const k of Object.keys(v)) out[k] = reify(v[k], s)
return out
}
return v
}
// ── The 5-Line Relational Core ────────────────────────────────────────────────
// evalo(expr, env, val) β€” symmetric: run forward (eval) or backward (synth)
//
// (conde
// [(symbolo expr) (lookupo expr env val)]
// [(numbero expr) (== expr val)]
// [(== `(lambda (,x) ,body) expr) (== `(closure ,x ,body ,env) val)]
// [(== `(,e1 ,e2) expr)
// (evalo e1 env `(closure ,x ,body ,env^))
// (evalo e2 env arg)
// (evalo body `((,x . ,arg) . ,env^) val)])
function lookupo(sym, env, val, s) {
if (!Array.isArray(env) || env.length === 0) return FAIL
const [first, ...rest] = env
if (!Array.isArray(first)) return FAIL
const [k, v] = first
const s2 = unify(sym, k, s)
if (s2 !== FAIL) return unify(val, v, s2)
return lookupo(sym, rest, val, s)
}
function* evalo(expr, env, val, s = EMPTY, depth = 0) {
if (depth > ENGINE_CONFIG.engine_metadata.max_refinement_depth) return
const e = walk(expr, s)
const v = walk(val, s)
// Clause 1: symbol lookup
if (typeof e === "string" && !e.startsWith("_.")) {
const s2 = lookupo(e, env, v, s)
if (s2 !== FAIL) yield s2
return
}
// Clause 2: number/literal β€” (== expr val)
if (typeof e === "number" || typeof e === "boolean") {
const s2 = unify(e, v, s)
if (s2 !== FAIL) yield s2
return
}
// Clause 3: lambda -> closure
// (== `(lambda (,x) ,body) expr) (== `(closure ,x ,body ,env) val)
yield* fresh(x => fresh(body => {
const s2 = unify(e, ["lambda", [x], body], s)
if (s2 === FAIL) return []
return unify(v, ["closure", x, body, env], s2) !== FAIL
? [unify(v, ["closure", x, body, env], s2)]
: []
}))
// Clause 4: application β€” ((e1 e2) -> apply closure)
if (Array.isArray(e) && e.length === 2) {
const [e1, e2] = e
yield* fresh(x => fresh(body => fresh(envPrime => fresh(arg => {
const results = []
for (const s2 of evalo(e1, env, ["closure", x, body, envPrime], s, depth + 1)) {
for (const s3 of evalo(e2, env, arg, s2, depth + 1)) {
const extEnv = [[walk(x, s3), walk(arg, s3)], ...walk(envPrime, s3)]
for (const s4 of evalo(body, extEnv, v, s3, depth + 1)) {
results.push(s4)
}
}
}
return results[Symbol.iterator]()
}))))
}
}
// ── LiquidHaskell Refinement Types ────────────────────────────────────────────
// Implemented as JS predicates β€” same semantics as the LH annotations:
// type NonEmptyExpr = {e: SExpr | len e > 0}
// type ValidAST = {a: AST | isWellFormed a && containsNoHoles a}
// type QuineProof = {p: AST | eval p == p}
// type Synthesis = {s: AST | satisfiesInvariants s && verifiesSMT s}
const LH_REFINEMENTS = {
// {e: SExpr | len e > 0}
NonEmptyExpr: (e) => {
if (e === null || e === undefined) return { ok: false, err: "NonEmptyExpr: null input" }
const len = Array.isArray(e) ? e.length : String(e).length
if (len === 0) return { ok: false, err: "NonEmptyExpr: len e > 0 violated" }
return { ok: true }
},
// {a: AST | isWellFormed a && containsNoHoles a}
ValidAST: (a) => {
if (a === null || a === undefined) return { ok: false, err: "ValidAST: null AST" }
// isWellFormed: no undefined nodes
const hasUndefined = (node) => {
if (node === undefined) return true
if (Array.isArray(node)) return node.some(hasUndefined)
if (node && typeof node === "object") return Object.values(node).some(hasUndefined)
return false
}
if (hasUndefined(a)) return { ok: false, err: "ValidAST: isWellFormed violated β€” undefined node" }
// containsNoHoles: no logic variable (_.N) in final AST
const hasHole = (node) => {
if (typeof node === "string" && node.startsWith("_.")) return true
if (Array.isArray(node)) return node.some(hasHole)
if (node && typeof node === "object") return Object.values(node).some(hasHole)
return false
}
if (hasHole(a)) return { ok: false, err: "ValidAST: containsNoHoles violated β€” unresolved logic var" }
return { ok: true }
},
// {p: AST | eval p == p} β€” quine: self-evaluating expression
QuineProof: (p) => {
const results = [...evalo(p, [], p, EMPTY, 0)]
if (results.length === 0) return { ok: false, err: "QuineProof: eval p == p not satisfied" }
return { ok: true }
},
// {s: AST | satisfiesInvariants s && verifiesSMT s}
Synthesis: (s, spec) => {
const valid = LH_REFINEMENTS.ValidAST(s)
if (!valid.ok) return valid
// verifiesSMT: structure matches the spec (simplified SMT: unification check)
if (spec) {
const sub = unify(s, spec, EMPTY)
if (sub === FAIL) return { ok: false, err: "Synthesis: verifiesSMT β€” unification with spec failed" }
}
return { ok: true }
},
}
// ── AST Mutation Passes ───────────────────────────────────────────────────────
// Applied when a refinement check fails.
// Three passes (from system prompt):
// REFACTOR: rename logic vars, simplify structure
// INVARIANT_FIX: fill holes with defaults
// STRUCTURAL_PRUNE: remove subtrees that violate well-formedness
const MUTATION_PASSES = {
REFACTOR: (ast, s) => {
// Walk and reify all logic variables using current substitution
return reify(ast, s)
},
INVARIANT_FIX: (ast, _s) => {
// Replace holes (_.N) with null, empty arrays with [null]
const fix = (node) => {
if (typeof node === "string" && node.startsWith("_.")) return null
if (Array.isArray(node)) {
const fixed = node.map(fix)
return fixed.length === 0 ? [null] : fixed
}
if (node && typeof node === "object") {
const out = {}
for (const k of Object.keys(node)) out[k] = fix(node[k])
return out
}
return node
}
return fix(ast)
},
STRUCTURAL_PRUNE: (ast, _s) => {
// Remove undefined, null subtrees that aren't at leaves
const prune = (node) => {
if (node === null || node === undefined) return null
if (Array.isArray(node)) {
const pruned = node.map(prune).filter(x => x !== null)
return pruned.length > 0 ? pruned : null
}
if (typeof node === "object") {
const out = {}
for (const k of Object.keys(node)) {
const v = prune(node[k])
if (v !== null) out[k] = v
}
return Object.keys(out).length > 0 ? out : null
}
return node
}
return prune(ast)
},
}
// ── The Self-Modifying Refinement Loop ────────────────────────────────────────
// synthesizeAndVerify :: input:NonEmptyExpr -> {v:ValidAST | preservesInvariants input v}
export async function synthesizeAndVerify(input, spec = null, options = {}) {
const config = { ...ENGINE_CONFIG }
config.runtime_state = { ...ENGINE_CONFIG.runtime_state }
const mutation_log = []
const invariants = ["NonEmptyExpr", "ValidAST", "Synthesis"]
let current_ast = input
let type_check_status = "PENDING"
let smt_status = "UNSAT"
const passes = Object.keys(MUTATION_PASSES)
// STEP 1: INSPECT β€” validate input
const inputCheck = LH_REFINEMENTS.NonEmptyExpr(input)
if (!inputCheck.ok) {
return {
verification_trace: {
iterations_required: 0,
liquid_invariants_checked: invariants,
smt_proof_status: "UNSAT",
},
mutation_log: [{ pass: 0, failed_refinement: inputCheck.err, applied_ast_rewrite: "INPUT_REJECTED" }],
verified_payload: null,
status: "ERROR",
transformation_summary: "Input rejected: " + inputCheck.err,
}
}
// STEP 2+3+4: GENERATE -> VERIFY -> MUTATE loop
for (let i = 0; i <= config.engine_metadata.max_mutation_depth; i++) {
config.runtime_state.current_iteration = i
// Try evalo: run the relational evaluator to generate/verify
const evalResults = [...evalo(current_ast, [], spec ?? current_ast, EMPTY, 0)]
const best_sub = evalResults[0] ?? EMPTY
const candidate = reify(current_ast, best_sub)
// Verify against LH refinements
const astCheck = LH_REFINEMENTS.ValidAST(candidate)
const synthCheck = LH_REFINEMENTS.Synthesis(candidate, spec)
if (astCheck.ok && synthCheck.ok) {
type_check_status = "PASSED"
smt_status = evalResults.length > 0 ? "SAT" : "UNSAT"
config.runtime_state.type_check_status = "PASSED"
config.runtime_state.holes_unfilled = 0
current_ast = candidate
break
}
// MUTATE: log the failure, apply next mutation pass
const failed_ref = !astCheck.ok ? astCheck.err : synthCheck.err
const pass_name = passes[i % passes.length]
const mutated = MUTATION_PASSES[pass_name](candidate, best_sub)
mutation_log.push({
pass: i,
failed_refinement: failed_ref,
applied_ast_rewrite: pass_name,
before_hash: sha256(JSON.stringify(candidate)).slice(0, 16),
after_hash: sha256(JSON.stringify(mutated)).slice(0, 16),
})
current_ast = mutated
// Count remaining holes
const countHoles = (n) => {
if (typeof n === "string" && n.startsWith("_.")) return 1
if (Array.isArray(n)) return n.reduce((a, x) => a + countHoles(x), 0)
if (n && typeof n === "object") return Object.values(n).reduce((a, x) => a + countHoles(x), 0)
return 0
}
config.runtime_state.holes_unfilled = countHoles(current_ast)
}
// STEP 5: EMIT
const final_check = LH_REFINEMENTS.ValidAST(current_ast)
const success = type_check_status === "PASSED" && final_check.ok
return {
verification_trace: {
iterations_required: config.runtime_state.current_iteration,
liquid_invariants_checked: invariants,
smt_proof_status: smt_status,
},
mutation_log,
verified_payload: current_ast,
status: success ? "SUCCESS" : "ERROR",
transformation_summary: success
? `Verified in ${config.runtime_state.current_iteration} iteration(s). SMT: ${smt_status}.`
: `Max depth reached. ${mutation_log.length} mutation(s) applied. Holes: ${config.runtime_state.holes_unfilled}.`,
engine_state: config.runtime_state,
}
}
// ── Backward synthesis: given expected output, find the expression ────────────
// This is the "backward" mode of evalo:
// evalo(_.expr, env, expectedValue) -> yields expr that produces expectedValue
export async function* synthesize(expectedVal, env = []) {
_varN = 0
const exprVar = `_.expr_${++_varN}`
for (const s of evalo(exprVar, env, expectedVal, EMPTY, 0)) {
const expr = reify(exprVar, s)
if (typeof expr !== "string" || !expr.startsWith("_.")) {
yield { expr, substitution: s }
}
}
}
// ── Quine check: find self-evaluating expression ──────────────────────────────
// evalo(e, [], e) -> e is a quine
export async function* findQuines(seed = null) {
_varN = 0
const e = seed ?? `_.quine_${++_varN}`
for (const s of evalo(e, [], e, EMPTY, 0)) {
const result = reify(e, s)
if (LH_REFINEMENTS.ValidAST(result).ok) {
yield { quine: result, proof: "eval quine == quine" }
}
}
}
// ── SHA-256 seal ──────────────────────────────────────────────────────────────
function sha256(data) {
return createHash("sha256").update(data).digest("hex")
}
export function sealResult(result) {
const raw = JSON.stringify(result.verified_payload)
const seal = sha256(raw)
return { ...result, worm_seal: seal.slice(0, 16), full_seal: seal }
}