Review a passage for Maha Principle epistemic classifications with a model-backed audit, n
Review a passage for Maha Principle epistemic classifications with a model-backed audit, not factual certification, legal advice, or human verification. Save the job reference and retrieve the completed result; job acceptance is not delivery. Short input excerpts may be retained in the result.
250000 (raw units)
price
2
calls / 30d
1
unique payers
2026-09-13
updated
Provider
www.mahastrategies.com · discovered, not yet claimed by its owner
Payment (x402 accepts[])
[
{
"scheme": "exact",
"network": "eip155:8453",
"payTo": "0xec84c1cd6602bbe387bc8e6f0d3c062f2762de28",
"asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
"amount": "250000",
"maxTimeoutSeconds": 60
}
]Output schema
{
"bazaar": {
"info": {
"input": {
"body": {
"clientRequestId": "req_mps_soil_001",
"text": "Soil microbial diversity has declined sharply across intensively farmed land. A 2019 meta-analysis attributed most of the loss to tillage frequency. Studies show that cover cropping restores diversity within three seasons, though the mechanism remains an open question."
},
"bodyType": "json",
"method": "POST",
"type": "http"
},
"output": {
"example": {
"audit": {
"claims": [
{
"action": "cite",
"excerpt": "Soil microbial diversity has declined sharply across intensively…",
"rationale": "Well-documented in soil science literature a reader could cite.",
"tag": "SOURCED"
}
],
"counts": {
"BOUNDARY": 1,
"SOURCED": 1,
"UNVERIFIED": 2
},
"version": "0.1"
},
"auditId": "audit_9b3f71ac52d84e6fa0c8d1e37b5942af",
"clientRequestId": "req_mps_soil_001",
"fullPassageStored": false,
"idempotentReplay": false,
"inputHash": "sha256:6fa063a6cf8eec2a2a4219a64675b0773487df4c7263450c7429e203e…",
"offerId": "mps-autonomous-audit",
"retentionBoundaries": {
"claimVerificationPerformed": false,
"fullPassageStored": false,
"humanReviewPerformed": false,
"legalAdviceProvided": false,
"verbatimExcerptsRetained": true
},
"retentionNote": "The complete submitted passage is not retained. Audit results re…",
"retrievalToken": "mpsrt_Q7xK2mN8pR4vT6yB1cD3fG5hJ9kL0nM2qS4uW6zA8eC",
"status": "completed",
"verbatimExcerptsRetained": true,
"version": "0.1",
"warningCodes": [
"automated_triage_not_certification",
"not_legal_advice",
"not_human_verification",
"model_assigned_status"
],
"warnings": [
"Provenance statuses are model-assigned triage, not factual certi…"
]
},
"type": "json"
}
},
"schema": {
"$schema": "https://json-schema.org/draft/2020-12/schema",
"properties": {
"input": {
"additionalProperties": false,
"properties": {
"body": {
"additionalProperties": false,
"properties": {
"clientRequestId": {
"maxLength": 120,
"minLength": 8,
"type": "string"
},
"text": {
"maxLength": 6000,
"minLength": 1,
"type": "string"
}
},
"required": [
"clientRequestId",
"text"
],
"type": "object"
},
"bodyType": {
"enum": [
"json",
"form-data",
"text"
],
"type": "string"
},
"method": {
"enum": [
"POST"
],
"type": "string"
},
"type": {
"const": "http",
"type": "string"
}
},
"required": [
"type",
"method",
"bodyType",
"body"
],
"type": "object"
},
"output": {
"properties": {
"example": {
"additionalProperties": false,
"properties": {
"audit": {
"type": "object"
},
"auditId": {
"type": "string"
},
"clientRequestId": {
"maxLength": 120,
"minLength": 8,
"type": "string"
},
"fullPassageStored": {
"const": false,
"type": "boolean"
},
"idempotentReplay": {
"type": "boolean"
},
"inputHash": {
"type": "string"
},
"offerId": {
"const": "mps-autonomous-audit",
"type": "string"
},
"retentionBoundaries": {
"type": "object"
},
"retentionNote": {
"type": "string"
},
"retrievalToken": {
"type": "string"
},
"status": {
"enum": [
"completed",
"processing",
"failed"
],
"type": "string"
},
"verbatimExcerptsRetained": {
"const": true,
"type": "boolean"
},
"version": {
"const": "0.1",
"type": "string"
},
"warningCodes": {
"type": "array"
},
"warnings": {
"type": "array"
}
},
"required": [
"version",
"offerId",
"auditId",
"retrievalToken",
"clientRequestId",
"inputHash",
"status",
"idempotentReplay",
"warnings",
"warningCodes",
"retentionBoundaries",
"fullPassageStored",
"verbatimExcerptsRetained"
],
"type": "object"
},
"type": {
"type": "string"
}
},
"required": [
"type"
],
"type": "object"
}
},
"required": [
"input"
],
"type": "object"
}
},
"declaration-integrity": {
"canonicalResource": "https://www.mahastrategies.com/api/v1/mps/audit",
"declarationDigest": "sha256:fb60b9fc02b3e3c2a62d720aa81c82c53ba41c1dd7f6659f8ffa0f07aa72403c",
"metadataVersion": "2026-08-10"
},
"maha-offer": {
"amount": "250000",
"asset": "USDC",
"assetDecimals": 6,
"canonicalResource": "https://www.mahastrategies.com/api/v1/mps/audit",
"declarationInline": "compact",
"declarationUrl": "https://www.mahastrategies.com/api/discovery/x402-offers/mps-autonomous-audit",
"fullSourceTextStored": false,
"maxRequestBytes": 32768,
"method": "POST",
"network": "eip155:8453",
"offerId": "mps-autonomous-audit",
"payableInProduction": true,
"status": "available",
"verbatimExcerptsRetained": true
}
}Use it
curl
curl "https://www.mahastrategies.com/api/v1/mps/audit" # -> 402 Payment Required, accepts[] lists how to pay # retry with a PAYMENT-SIGNATURE (or PAYMENT header) once paid
JavaScript
const res = await fetch("https://www.mahastrategies.com/api/v1/mps/audit");
if (res.status === 402) {
const { accepts } = await res.json();
// pay one of accepts[] via an x402 client, then retry with the payment header
}Python
import httpx
res = httpx.get("https://www.mahastrategies.com/api/v1/mps/audit")
if res.status_code == 402:
accepts = res.json()["accepts"]
# pay one of accepts[] via an x402 client, then retry with the payment headerMachine-readable
Everything on this page is also available as clean JSON at /resources/1415.json, and this resource appears in /discovery/resources and /discovery/search.