Trending-skills aglais-xqvm-quantum-vm
Expertise in Aglais XQVM, a hardware-agnostic Rust quantum virtual machine for QUBO/Ising binary optimization models targeting quantum annealers.
git clone https://github.com/Aradotso/trending-skills
T=$(mktemp -d) && git clone --depth=1 https://github.com/Aradotso/trending-skills "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/aglais-xqvm-quantum-vm" ~/.claude/skills/aradotso-trending-skills-aglais-xqvm-quantum-vm && rm -rf "$T"
skills/aglais-xqvm-quantum-vm/SKILL.mdAglais XQVM Skill
Skill by ara.so — Daily 2026 Skills collection.
Aglais XQVM is a hardware-agnostic virtual machine for quantum computing written in Rust. It provides a unified bytecode intermediate representation for binary optimization problems (QUBO/Ising formulations) targeting quantum annealers — think LLVM for quantum computing. The VM is stack-based with a 256-slot register file, supports
no_std + alloc for WASM/bare-metal deployment, and ships four crates: bytecode, assembler, disassembler, and interpreter.
Installation & Setup
Prerequisites
# Install Rust stable curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh # Install dev tools (cargo-nextest, clippy, etc.) make deps
Build from source
git clone https://github.com/QuipNetwork/xq-rs cd xq-rs cargo build --release # Binaries: target/release/xqasm, target/release/xqdism, target/release/xqvm
Add as a library dependency
# Cargo.toml [dependencies] aglais-xqvm-bytecode = { path = "crates/bytecode" } aglais-xqvm-vm = { path = "crates/vm" }
For
no_std environments (WASM, bare-metal):
[dependencies] aglais-xqvm-bytecode = { path = "crates/bytecode", default-features = false, features = ["alloc"] }
Workspace Crate Overview
| Crate | Binary | Role |
|---|---|---|
| — | Opcode table, instruction types, builder, binary codec, stream reader |
| | Text assembler: → bytecode |
| | Bytecode → human-readable listing |
| | Bytecode interpreter: stack, registers, QUBO/Ising execution |
CLI Commands
xqasm
— Assembler
xqasm# Assemble a source file to bytecode xqasm program.xqasm -o program.xqbc # Assemble with verbose output xqasm program.xqasm -o program.xqbc --verbose
xqdism
— Disassembler
xqdism# Inspect bytecode encoding as human-readable listing xqdism program.xqbc # Pipe to file xqdism program.xqbc > listing.txt
xqvm
— Interpreter
xqvm# Execute bytecode xqvm program.xqbc # Run with debug output (if supported) xqvm program.xqbc --debug
Full pipeline
xqasm problem.xqasm -o problem.xqbc && xqdism problem.xqbc && xqvm problem.xqbc
XQASM Language Reference
The assembler accepts
.xqasm text files. The VM is stack-based; most instructions pop operands from the stack and push results.
Basic stack operations
; push two integers and add them PUSH 10 PUSH 32 ADD HALT
Registers (0–255)
PUSH 42 STORE 0 ; pop stack → register 0 LOAD 0 ; push register 0 → stack
Arithmetic
PUSH 10 PUSH 3 ADD ; stack: [13] PUSH 7 SUB ; stack: [6] PUSH 2 MUL ; stack: [12] PUSH 4 DIV ; stack: [3]
Vectors / integer arrays
; build a 3-element vector [1, 2, 3] PUSH 1 PUSH 2 PUSH 3 PUSH 3 ; length VEC ; stack: [Vec([1,2,3])] STORE 1
QUBO / Ising model construction
; XQMX_NEW n creates an n-variable QUBO model PUSH 4 XQMX_NEW ; stack: [XqmxModel(4 vars)] STORE 2 ; set quadratic coupling Q[i][j] = weight LOAD 2 PUSH 0 ; i PUSH 1 ; j PUSH -1 ; weight (integer encoding) XQMX_SET_Q ; modifies model in reg 2 ; set linear bias h[i] = weight LOAD 2 PUSH 0 PUSH 5 XQMX_SET_H ; evaluate energy of a candidate solution LOAD 2 ; model PUSH 0 ; sample register (XqmxSample) XQMX_EVAL ; pushes energy onto stack
Control flow & iteration
; RANGE lo hi → loop stack entry, ITER steps through it PUSH 0 PUSH 5 RANGE ; loop i in 0..5 ITER ; advance; jumps past matching END_ITER when done LOAD 0 PUSH 1 ADD STORE 0 END_ITER HALT
Labels and jumps
PUSH 0 loop: PUSH 1 ADD DUP PUSH 10 LT JMP_TRUE loop HALT
Rust API: Bytecode Builder
Use
aglais-xqvm-bytecode to construct programs programmatically:
use aglais_xqvm_bytecode::{BytecodeBuilder, Instruction, Opcode}; fn build_add_program() -> Vec<u8> { let mut builder = BytecodeBuilder::new(); builder.emit(Instruction::Push(10)); builder.emit(Instruction::Push(32)); builder.emit(Instruction::Add); builder.emit(Instruction::Halt); builder.finish() }
Decoding bytecode (stream reader)
use aglais_xqvm_bytecode::StreamReader; fn decode(bytes: &[u8]) { let mut reader = StreamReader::new(bytes); while let Some(instr) = reader.next_instruction().unwrap() { println!("{:?}", instr); } }
Rust API: Running the VM
use aglais_xqvm_vm::Vm; fn main() { // Load bytecode from a file let bytecode = std::fs::read("program.xqbc").expect("read bytecode"); let mut vm = Vm::new(); vm.load(&bytecode).expect("load"); vm.run().expect("run"); // Inspect top of stack after execution if let Some(val) = vm.stack_top() { println!("Result: {:?}", val); } }
Accessing registers after execution
use aglais_xqvm_vm::{Vm, Value}; fn run_and_inspect(bytecode: &[u8]) -> Value { let mut vm = Vm::new(); vm.load(bytecode).unwrap(); vm.run().unwrap(); vm.register(0).cloned().unwrap_or(Value::Int(0)) }
Real-World Pattern: TSP as QUBO
The
crates/vm/examples/tsp/ directory contains a complete Travelling Salesman Problem encoded as a QUBO driven by a Rust harness. The pattern is:
- Generate coefficients in a Rust harness (problem-specific math).
- Emit
files parameterised by those coefficients..xqasm - Assemble + run with
/xqasm
.xqvm
// crates/vm/examples/tsp/main.rs pattern use std::process::Command; fn assemble_and_run(src: &str, out: &str) { let asm = Command::new("xqasm") .args([src, "-o", out]) .status() .expect("xqasm failed"); assert!(asm.success()); let run = Command::new("xqvm") .arg(out) .status() .expect("xqvm failed"); assert!(run.success()); } fn main() { assemble_and_run("init.xqasm", "init.xqbc"); assemble_and_run("problem.xqasm", "problem.xqbc"); assemble_and_run("eval.xqasm", "eval.xqbc"); }
Common Patterns
Pattern: build a QUBO model in assembly
; 2-variable QUBO: minimise x0 - x1 + 2*x0*x1 PUSH 2 XQMX_NEW STORE 0 LOAD 0 PUSH 0 PUSH -1 ; h[0] = -1 (linear) XQMX_SET_H LOAD 0 PUSH 1 PUSH -1 ; h[1] = -1 (linear) XQMX_SET_H LOAD 0 PUSH 0 PUSH 1 PUSH 2 ; Q[0][1] = 2 (quadratic) XQMX_SET_Q HALT
Pattern: iterate over model variables
PUSH 4 XQMX_NEW STORE 0 PUSH 0 PUSH 4 RANGE ITER ; register 1 holds current loop index after ITER LOAD 0 LOAD 1 ; index i LOAD 1 ; index i (diagonal → linear term) PUSH -1 XQMX_SET_Q END_ITER HALT
Pattern: no_std bytecode decoding (WASM)
#![no_std] extern crate alloc; use alloc::vec::Vec; use aglais_xqvm_bytecode::StreamReader; pub fn decode_instructions(bytes: &[u8]) -> Vec<alloc::string::String> { let mut reader = StreamReader::new(bytes); let mut out = Vec::new(); while let Ok(Some(instr)) = reader.next_instruction() { out.push(alloc::format!("{:?}", instr)); } out }
Development Workflow
# Run all lints and tests (mirrors CI) make all # Run only tests cargo test --workspace # Run lints cargo clippy --workspace --all-targets -- -D warnings # Format cargo fmt --all # Run a specific example cargo run --example tsp --manifest-path crates/vm/Cargo.toml
Instruction Set Quick Reference
The opcode table in
crates/bytecode/src/types/table.rs is the single source of truth for all 76 instructions. Key categories:
| Category | Instructions |
|---|---|
| Stack | , , , |
| Registers | , |
| Arithmetic | , , , , |
| Comparison | , , , , |
| Control flow | , , , , , |
| Iteration | , , |
| Vectors | , , , |
| QUBO/Ising | , , , , |
All operands are big-endian. The binary format is a bare instruction stream with no file header.
Troubleshooting
xqasm: command not found
xqasm: command not foundEnsure
target/release is on $PATH or use the full path:
export PATH="$PWD/target/release:$PATH"
Stack underflow at runtime
The VM is strictly stack-based. Every instruction that pops values requires them to be present. Check that
PUSH / LOAD precedes every operation, and that loops don't consume values without restoring the stack balance.
ITER
never terminates
ITERRANGE pushes loop bounds onto the loop stack (separate from the value stack). Ensure every RANGE has a matching END_ITER and that the range bounds (lo, hi) are pushed in the correct order (lo first, hi second).
Build fails in no_std
environment
no_stdDisable default features and enable the
alloc feature on aglais-xqvm-bytecode:
aglais-xqvm-bytecode = { ..., default-features = false, features = ["alloc"] }
The VM crate (
aglais-xqvm-vm) requires std and is not suitable for bare-metal.
Inspecting unexpected bytecode
Use
xqdism to verify the assembler output before running:
xqasm suspect.xqasm -o suspect.xqbc xqdism suspect.xqbc # check instruction sequence and operand values xqvm suspect.xqbc
License
AGPL-3.0-or-later. Embedding in proprietary network services requires source disclosure under the AGPL.