# Ceramic Measurements Declared-Bound Audit

> Ceramic Measurements Declared-Bound Audit is a paid API for AI agents from www.mahastrategies.com, paid per call via x402, $0.01014/call, status unknown (last checked 2026-10-16).

Audits ceramic measurement records by comparing finite values against caller-supplied inclusive quantity/unit bounds within a specified dataset/subject/run/method/revision frame, treating null and censored values as unknown rather than zero.

## Facts

- Endpoint: POST https://www.mahastrategies.com/api/v1/compute/ceramic-measurements/declared-bound-audit?utm_source=zero.xyz
- Price: $0.01014/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-16
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/ceramic-measurements-declared-bound-audit-754cbfce
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_po67dfq5106jJjLhZOhVP

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 ceramic-measurements-declared-bound-audit-754cbfce -d '<json body>'
```

Example prompt: Audit these ceramic measurement records against my declared bounds — the data class is 'public', nonpersonalMetadata is true, and I need you to compare measurements like [{value:3.2,unit:'MPa',dataset:'kiln-run-7',subject:'tile-A',run:'r1',method:'compression',revision:'v2'}] against bounds like [{min:2.0,max:4.0,unit:'MPa'}], treating any null or censored values as unknown rather than zero.

## When to prefer this

Choose this endpoint when you need to audit ceramic material measurement records against caller-defined inclusive quantity/unit bounds within a precise dataset/subject/run/method/revision frame, and correct handling of null and censored values (unknown, not zero) is critical. Prefer this over generic threshold-checking tools when working with scientific ceramic measurement datasets where frame specificity and null semantics matter.

## Known failure modes

- Measurements array empty or exceeds 32 items — request rejected
- Bounds array empty or exceeds 32 items — request rejected
- nonpersonalMetadata not set to true — request rejected
- dataClass not one of 'public' or 'synthetic' — validation error
- Mismatched units between measurements and bounds — audit may return unit-mismatch errors
- Non-finite measurement values treated as unknown, not evaluated against bounds

## How this service works

Compare finite measurements with inclusive caller-supplied quantity/unit bounds in the exact dataset/subject/run/method/revision frame; null and censored values are unknown, not zero; thresholds are not clinical or safety limits for ceramic measurement Supplied-record analysis, not independent certification. Full contract at the free describe URL.

## Output

Returns a per-measurement audit result indicating whether each finite value falls within the caller-supplied inclusive bounds for the specified dataset/subject/run/method/revision frame, with null and censored values flagged as unknown rather than treated as zero. Does not constitute clinical or safety certification.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "bounds": {
   "type": "array",
   "maxItems": 32,
   "minItems": 1
  },
  "dataClass": {
   "enum": [
    "public",
    "synthetic"
   ],
   "type": "string"
  },
  "measurements": {
   "type": "array",
   "maxItems": 32,
   "minItems": 1
  },
  "nonpersonalMetadata": {
   "type": "boolean",
   "const": true
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/ceramic-measurements-declared-bound-audit-754cbfce/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from www.mahastrategies.com](https://www.zero.xyz/host/www.mahastrategies.com/llms.txt)