Enumerates every selection of exactly k assets for at most 16 assets, maximizing summed…
Enumerates every selection of exactly k assets for at most 16 assets, maximizing summed expected return minus a caller-selected covariance penalty. It runs no quantum circuit and provides a deterministic classical optimum for testing a corresponding binary QA…
by quantum.halowerk.com · discovered, not yet claimed by its owner · updated 2026-10-08
Mirrored from Coinbase's public x402 Bazaar. The description is the provider's own text and has not been reviewed here; the payment requirements are copied as published.
What it does
Enumerates every selection of exactly k assets for at most 16 assets, maximizing summed expected return minus a caller-selected covariance penalty. It runs no quantum circuit and provides a deterministic classical optimum for testing a corresponding binary QAOA or QUBO formulation; it is not investment advice and ignores transaction costs and allocation sizes.
Tags: bazaar
Call contract
- Method
- POST
- Input
- json
- Output
- json
- Last paid call
- 2026-10-08
{
"assets": [
{
"expected_return": 0.08,
"name": "A"
},
{
"expected_return": 0.06,
"name": "B"
},
{
"expected_return": 0.1,
"name": "C"
},
{
"expected_return": 0.04,
"name": "D"
}
],
"covariance": [
[
0.04,
0.01,
0.015,
0.005
],
[
0.01,
0.03,
0.008,
0.004
],
[
0.015,
0.008,
0.06,
0.006
],
[
0.005,
0.004,
0.006,
0.02
]
],
"risk_aversion": 0.7,
"select_count": 2
}Use with an agent
- Discover. Agents find this listing with
GET https://bazaar.saylorinnovations.com/discovery/search?query=…, the MCP toolsearch_resources, or/discovery/resources. - Inspect. Fetch
/resources/54995.jsonfor the price and payment options. - Pay. Call
GET https://quantum.halowerk.com/v1/portfolio-qaoa. The provider answers402with its payment requirements. An x402 client signs one of the options below and retries withPAYMENT-SIGNATURE. - Execute. The provider returns
200with the data. Agent Bazaar is not in the request path and never sees your payment.
For humans
You don't need an account or an API key; you need a wallet holding a small amount of USDC on Base, and an x402-capable client (see the examples below). Call the endpoint unpaid first to see exactly what it asks for.
Pricing & payment
- Price
- $0.005 / request
- Protocol
- x402 v2
- Auth
- No account or API key. Pay per request.
- Networks
- Base
- Demand
- 2 calls · 2 unique payers in 30d (public x402 Bazaar data)
x402 payment requirements
| Scheme | Network | Asset | Amount | Pay to | Timeout |
|---|---|---|---|---|---|
| exact | Base eip155:8453 | USDC | $0.005 | 0x2880EdfFF13100677Bf97A3CBdF3Bc34771C4E5E | 300s |
accepts[] (raw JSON)
[
{
"scheme": "exact",
"network": "eip155:8453",
"payTo": "0x2880EdfFF13100677Bf97A3CBdF3Bc34771C4E5E",
"asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
"amount": "5000",
"amountUsd": 0.005,
"maxTimeoutSeconds": 300
}
]Examples
curl -X POST 'https://quantum.halowerk.com/v1/portfolio-qaoa' -H 'Content-Type: application/json' --data '{"assets":[{"expected_return":0.08,"name":"A"},{"expected_return":0.06,"name":"B"},{"expected_return":0.1,"name":"C"},{"expected_return":0.04,"name":"D"}],"covariance":[[0.04,0.01,0.015,0.005],[0.01,0.03,0.008,0.004],[0.015,0.008,0.06,0.006],[0.005,0.004,0.006,0.02]],"risk_aversion":0.7,"select_count":2}'
# -> 402 Payment Required; read PAYMENT-REQUIRED
# retry the identical request with PAYMENT-SIGNATUREconst res = await fetch("https://quantum.halowerk.com/v1/portfolio-qaoa", {
"method": "POST",
"headers": {
"content-type": "application/json"
},
"body": "{\"assets\":[{\"expected_return\":0.08,\"name\":\"A\"},{\"expected_return\":0.06,\"name\":\"B\"},{\"expected_return\":0.1,\"name\":\"C\"},{\"expected_return\":0.04,\"name\":\"D\"}],\"covariance\":[[0.04,0.01,0.015,0.005],[0.01,0.03,0.008,0.004],[0.015,0.008,0.06,0.006],[0.005,0.004,0.006,0.02]],\"risk_aversion\":0.7,\"select_count\":2}"
});
if (res.status === 402) {
const { accepts } = await res.json();
// pay one of accepts[] via an x402 client, then retry with the payment header
}import httpx
import json
res = httpx.request("POST", "https://quantum.halowerk.com/v1/portfolio-qaoa", json=json.loads("{\"assets\":[{\"expected_return\":0.08,\"name\":\"A\"},{\"expected_return\":0.06,\"name\":\"B\"},{\"expected_return\":0.1,\"name\":\"C\"},{\"expected_return\":0.04,\"name\":\"D\"}],\"covariance\":[[0.04,0.01,0.015,0.005],[0.01,0.03,0.008,0.004],[0.015,0.008,0.06,0.006],[0.005,0.004,0.006,0.02]],\"risk_aversion\":0.7,\"select_count\":2}"))
if res.status_code == 402:
accepts = res.json()["accepts"]
# pay one of accepts[] via an x402 client, then retry with the payment headerDetails
- Provider
- quantum.halowerk.com
- Endpoint
- https://quantum.halowerk.com/v1/portfolio-qaoa
- Machine-readable
/resources/54995.json