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Halowerk Agent Readiness Dataset Entity Decision
x402
Halowerk Agent Readiness Dataset Entity Decision is a paid API for AI agents from agentreadiness.halowerk.com, paid per call via x402, $0.001/call, status unknown (last checked 2026-10-14).
Passively fetches public evidence from a target URL and evaluates whether its dataset entity structure meets a documented readiness criterion, returning a verdict with observation, threshold, evidence source, and recommended action.
Price / call$0.001
Success—
StatusUnknown
How this service works
Dataset entity decision fetches current public evidence from the supplied target and evaluates the documented criterion. It returns the observation, threshold, verdict, exact evidence source, limitations and a mode-specific action. The check is passive: no login attempt, payload injection, exploit, purchase, form submission or load test is performed.
Output
Returns a structured object containing: the observation (what was found on the target), the threshold (the criterion being evaluated), a verdict (pass/fail/unknown), the exact evidence source URL, any limitations of the passive check, and a mode-specific recommended action. No side effects are produced — the check is entirely read-only.
Example use cases
Pre-launch AI readiness audit
“Before we launch our data portal, can you inspect https://dataportal.myorg.com and tell me whether its dataset entity structure meets agent-readiness standards — I need the verdict, what evidence was found, and what we should fix?”
Competitor dataset structure check
“Can you evaluate https://competitor-data-site.com and tell me whether their dataset entities are properly structured for AI agent consumption, including what evidence was used and any limitations?”
Automated monitoring of dataset entity quality
“Run a dataset entity decision check on https://api.datasets.gov and return the observation, threshold, verdict, and recommended action so I can track whether it stays agent-readable over time.”
Technical details
Endpoint
POSThttps://agentreadiness.halowerk.com/v1/dataset-entity-decision?utm_source=zero.xyzWhen to prefer
Use this endpoint when you need a passive, read-only verdict on whether a specific public URL meets the dataset entity criterion for agent readiness — particularly useful in pre-launch audits, competitive analysis, or ongoing monitoring pipelines. Prefer it over generic crawlers when you need a structured pass/fail decision with explicit evidence sourcing and limitation disclosure rather than raw HTML extraction.
Side effects
- Target URL is unreachable or returns non-2xx status, resulting in an error verdict
- Target blocks crawlers via robots.txt or firewall, limiting observable evidence
- Dataset entity markup is absent or malformed, yielding a fail verdict with limited evidence
- Invalid or too-short target URL fails schema validation before any fetch is attempted
- Rate limiting or network timeouts on the target side may cause incomplete evidence collection
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| target | string | Public HTTP(S) URL or domain to inspect. A bare domain is normalized to HTTPS. |
| context | object | Optional non-secret correlation labels returned unchanged only in the request lifecycle. |
| baseline | — | Optional baseline returned by a previous snapshot call. |
| compare_url | string | Optional public comparison URL. Used by change and monitoring services. |
Tags
x402
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