Geopolitical Instability Signal

{
  "analyst_assessment": "Pakistan exhibits multiple concurrent instability signals consistent with pre-crisis pattern...",
  "country": "Pakistan",
  "instability_score": 68,
  "instability_tier": "HIGH RISK",
  "signal_categories": {
    "economic_distress": {
      "score": 8,
      "signals": [
        "IMF bailout negotiations",
        "Inflation above 25%",
        "Forex reserve crisis"
      ]
    },
    "political_dysfunction": {
      "score": 7,
      "signals": [
        "Military-civilian tension",
        "Former PM imprisoned",
        "Constitutional disputes"
      ]
    }
  },
  "timeline_probability": {
    "major_instability_1y": "55%",
    "major_instability_90d": "35%"
  }
}

# bash or zsh: see the payment challenge. Nothing is charged.
curl -sS -g -i 'https://geopoliticalpulse.theaslangroupllc.com/api/geopolitical/instability-signal'

# x402 v2 sends the challenge base64-encoded in the PAYMENT-REQUIRED header (v1 sends it in the body).
# To read the header:
curl -sS -g -o /dev/null -D - 'https://geopoliticalpulse.theaslangroupllc.com/api/geopolitical/instability-signal' \
  | grep -i '^payment-required:' | cut -d' ' -f2 | tr -d '\r' | base64 --decode

// npm i @x402/fetch @x402/evm viem
import { wrapFetchWithPayment, x402Client } from "@x402/fetch";
import { registerExactEvmScheme } from "@x402/evm/exact/client";
import { privateKeyToAccount } from "viem/accounts";

// Pays at most $0.2 per call.
const client = new x402Client().setSpendControls({ maxAmountPerPayment: "$0.2" });
registerExactEvmScheme(client, { signer: privateKeyToAccount(process.env.EVM_PRIVATE_KEY) });
const pay = wrapFetchWithPayment(fetch, client);

// Not sure it's safe to pay? ToolVet checks it first for $0.005. Pay for that from a separate
// client: this one is capped at $0.2 per payment. GET https://toolvet.app/api/v1/check?url=https%3A%2F%2Fgeopoliticalpulse.theaslangroupllc.com%2Fapi%2Fgeopolitical%2Finstability-signal
const res = await pay("https://geopoliticalpulse.theaslangroupllc.com/api/geopolitical/instability-signal");
console.log(res.status, await res.text());

# pip install "x402[requests,evm]"
import os
from eth_account import Account
from x402 import x402ClientSync
from x402.http.clients import x402_requests
from x402.mechanisms.evm import EthAccountSigner
from x402.mechanisms.evm.exact.register import register_exact_evm_client

# Pays at most $0.2 per call.
client = x402ClientSync().set_spend_controls({"max_amount_per_payment": "$0.2"})
register_exact_evm_client(client, EthAccountSigner(Account.from_key(os.environ["EVM_PRIVATE_KEY"])))

with x402_requests(client) as session:
    res = session.get("https://geopoliticalpulse.theaslangroupllc.com/api/geopolitical/instability-signal")
    print(res.status_code, res.text)