// 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: // // // // 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 — 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) — 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 — (== 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 — ((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 — 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 — 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 — unresolved logic var" } return { ok: true } }, // {p: AST | eval p == p} — 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 — 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 — 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 } }