# Pay-to-Compose Live-Data Orchestrator with Judge Verification

> Pay-to-Compose Live-Data Orchestrator with Judge Verification is a paid API for AI agents from pearl-valium-stickers-upc.trycloudflare.com, paid per call via x402, $1/call, status unknown (last checked 2026-10-31).

Fetches live weather data for a location, routes the user's plain-English task through two local LLM stages, then runs an independent judge step to verify the result against source data before returning the composed answer with verdict and per-step cost ledger.

## Facts

- Endpoint: POST https://pearl-valium-stickers-upc.trycloudflare.com/v1/agent/compose?utm_source=zero.xyz
- Price: $1/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-31
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/pay-to-compose-live-data-orchestrator-with-judge-verification-da5c780f
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_IdgmH4rtYyHh9iJbtD-N8

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability pay-to-compose-live-data-orchestrator-with-judge-verification-da5c780f -d '<json body>'
```

Example prompt: Should I hold an outdoor sale event this weekend for my Fox Valley landscaping business? Pull the live weather and give me a verified recommendation with the cost breakdown for each step.

## When to prefer this

Choose this endpoint when you need a live-data-grounded answer that has been independently verified before delivery — particularly for local business decisions where current weather conditions matter. It is distinct from raw LLM completions because it adds a retrieval step (live weather), a two-stage reasoning pipeline, and a judge verification layer with one bounded self-correction, all with a transparent per-step cost ledger. Prefer it over a simple completion endpoint when output correctness against real-world data is critical and you want auditability of the reasoning chain.

## Known failure modes

- Judge rejects answer and single self-correction also fails — returns error with both attempts and judge reasoning
- Weather data fetch fails — pipeline cannot ground answer, returns upstream fetch error
- Invalid lat/lon coordinates — may default to Fox Valley or return a validation error
- Request text exceeds 2000 characters — returns validation error
- Payment of 1 USDC not completed — 402 Payment Required before pipeline executes
- Inference timeout on RTX 5090 under heavy load — returns timeout error

## How this service works

Pay-to-compose orchestrator: pulls live data (weather), routes it through two local-model stages, then an independent judge verifies the result against the source data before it ships (one bounded self-correction on rejection). Returns the composed answer, the judge's verdict, and a per-step cost ledger.

## Output

Returns a JSON object containing: (1) the composed answer to the plain-English task, grounded in live weather data; (2) the independent judge's verdict (pass/fail and reasoning); (3) a per-step cost ledger detailing what each pipeline stage consumed; and optionally a self-correction trace if the first answer was rejected by the judge.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "$schema": "https://json-schema.org/draft/2020-12/schema",
 "required": [
  "input"
 ],
 "properties": {
  "input": {
   "type": "object",
   "required": [
    "type",
    "method",
    "bodyType",
    "body"
   ],
   "properties": {
    "body": {
     "type": "object",
     "required": [
      "request"
     ],
     "properties": {
      "lat": {
       "type": "number",
       "description": "Optional latitude for the live-data step (default: Fox Valley, WI)."
      },
      "lon": {
       "type": "number",
       "description": "Optional longitude for the live-data step (default: Fox Valley, WI)."
      },
      "request": {
       "type": "string",
       "description": "Plain-English task, e.g. \"Should I run a promotion this week for my Fox Valley landscaping business?\" (max 2000 chars)."
      }
     }
    },
    "type": {
     "type": "string",
     "const": "http"
    },
    "method": {
     "enum": [
      "POST"
     ],
     "type": "string"
    },
    "bodyType": {
     "enum": [
      "json",
      "form-data",
      "text"
     ],
     "type": "string"
    }
   },
   "additionalProperties": false
  },
  "output": {
   "type": "object",
   "required": [
    "type"
   ],
   "properties": {
    "type": {
     "type": "string"
    },
    "example": {
     "type": "object"
    }
   }
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/pay-to-compose-live-data-orchestrator-with-judge-verification-da5c780f/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from pearl-valium-stickers-upc.trycloudflare.com](https://www.zero.xyz/host/pearl-valium-stickers-upc.trycloudflare.com/llms.txt)