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Pay-to-Compose Live-Data Orchestrator with Judge Verification
x402
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.
Price / call$1
Success—
StatusUnknown
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.
Example use cases
Weather-informed promotion decision
“Should I run a discount promotion this week for my Fox Valley landscaping business? I want a recommendation grounded in the actual local weather forecast, verified by a judge before you send it back.”
Outdoor event go/no-go call
“I'm planning an outdoor farmers market in Green Bay this Saturday — can you pull the live weather for lat 44.52, lon -88.02 and give me a verified go or no-go recommendation, plus tell me what each reasoning step cost?”
Hyperlocal retail stocking decision
“I run a garden center near Appleton, WI. Based on this week's real weather data, should I stock up on rain gear or lawn equipment? Give me a judge-checked answer and the per-step cost ledger.”
Technical details
Endpoint
POSThttps://pearl-valium-stickers-upc.trycloudflare.com/v1/agent/compose?utm_source=zero.xyzWhen to prefer
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.
Side effects
- 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
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| inputrequired | object | |
| output | object |
Tags
x402
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