Wickra Copilot — WASM

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A local market copilot: an LLM grounded in real order book, liquidation and funding microstructure — for WASM. npm install wickra-copilot-wasm — pure WebAssembly, runs anywhere a modern JS engine does.

WASM bindings for the wickra-copilot deterministic market-context core, compiled to WebAssembly with wasm-bindgen. Build a Copilot from a spec JSON, drive it with command JSON, read back the MarketContext — the same protocol as every other binding, running in the browser. Only the deterministic core is exposed — the LLM adapter is never part of this surface, so the network and API key stay out of the binding.

The core is built with --no-default-features, so the context folds sequentially (no rayon thread pool in the browser sandbox) and byte-identical to the native parallel build.

Install

npm install wickra-copilot-wasm

Building from this repository (contributors)

wasm-pack build --target web

This emits pkg/ with the .wasm module and JS glue.

Quick start

import init, { Copilot, version } from "wickra-copilot-wasm";

await init();

const spec = JSON.stringify({ symbols: ["BTCUSDT"], lookback: 3, facts: ["price_move"] });
const feeds = { BTCUSDT: { symbol: "BTCUSDT", candles: [
  { ts: 1, open: 100, high: 100, low: 100, close: 100, volume: 1 },
  { ts: 2, open: 97, high: 97, low: 97, close: 97, volume: 1 },
  { ts: 3, open: 94, high: 94, low: 94, close: 94, volume: 1 },
] } };

const copilot = new Copilot(spec);
const ctx = JSON.parse(copilot.command(JSON.stringify({ cmd: "build_context", feeds })));

console.log(ctx.facts[0].human); // BTCUSDT dropped -6.00% over the last 3 bars.
console.log(version());

API

| Member | Description | |--------|-------------| | new Copilot(specJson) | Build a copilot from a spec JSON (throws on an invalid spec). | | copilot.command(cmdJson) | Apply a command JSON (set_spec, build_context, facts, query, reset, version) and return the response JSON. | | copilot.version() / version() | The library version. |

Benchmark

Every binding forwards to the same data-driven Rust core, so what this one adds is the call overhead of wasm-bindgen, not a different result. The core's throughput is measured by the repository's benchmark suite and the nightly bench.yml run; the numbers, the machine and how to reproduce them are in the repository BENCHMARKS.md.

Documentation

The full guide, the spec reference and the API documentation live in the main repository and the documentation site:

• Repository: https://github.com/wickra-lib/wickra-copilot
• Docs (guides, spec reference, cookbook): https://copilot.wickra.org
• Runnable example: examples/wasm/

Wickra Copilot ships native bindings for Python, Node.js, WASM and Rust, plus a C ABI hub that any C-capable language (C, C++, C#, Go, Java, R) links against — all forwarding to the same data-driven, unsafe-forbidden Rust core.

Security

Found a security issue? Please don't open a public issue. Report it privately via the repository's Security tab ("Report a vulnerability") or email [email protected] with a subject line starting [wickra security]. Full policy: https://github.com/wickra-lib/wickra-copilot/blob/main/SECURITY.md.

Disclaimer

Wickra Copilot is analysis software: it builds a deterministic market context and relays it to a language model of your choosing. It is provided "as is", without warranty of any kind. LLM output can be wrong and is not financial advice; the copilot only reports facts and places no orders. Trading carries risk of loss; review the code and use at your own discretion.

License

Licensed under either of Apache-2.0 or MIT at your option.