Choose a context budget before an agent run
Choose a context budget before an agent run. Compare five extractive compilation budgets with token estimates and source coverage. Price basis: five compiler runs, the comparison table and the receipt digest. Uses caller-supplied documents; no answer generati…
by www.mahastrategies.com · discovered, not yet claimed by its owner · updated 2026-10-08
Mirrored from Coinbase's public x402 Bazaar. The description is the provider's own text and has not been reviewed here; the payment requirements are copied as published.
What it does
Choose a context budget before an agent run. Compare five extractive compilation budgets with token estimates and source coverage. Price basis: five compiler runs, the comparison table and the receipt digest. Uses caller-supplied documents; no answer generation, factual verification or guaranteed token-billing savings.
Tags: ai · context · budget · provenance · x402 · bazaar · declaration-integrity · maha-offer
Call contract
- Method
- POST
- Input
- json
- Output
- json
- Last paid call
- 2026-10-08
{
"budgetMode": "guaranteed",
"clientRequestId": "req_budget_ladder_001",
"documents": [
{
"id": "release",
"text": "The release may proceed only after the security owner approves the evidence packet.\n\nThe rollback begins when the error rate exceeds two percent for five minutes.\n\nRoutine status notes describe staffing and meeting schedules.",
"title": "Release rule"
},
{
"id": "operations",
"text": "The operator must preserve the request digest and approval identity.\n\nRoutine status notes describe staffing and meeting schedules.",
"title": "Operations note"
}
],
"provenance": "compact",
"scoring": "bm25",
"task": "Preserve the release authority and rollback condition.",
"tokenBudgets": [
64,
96,
128,
192,
256
]
}{
"boundaries": [
"Five deterministic compilations of the same supplied documents; …"
],
"clientRequestId": "req_budget_ladder_001",
"comparison": [
{
"compiledEstimatedTokens": 29,
"includedPassageIds": [
"operations:1"
],
"outputHash": "sha256:dc2e058d484882af8b60dd1150a0d7de0d77fb2d6e919d913c35ea2e8…",
"sourceCoveragePercent": 50,
"tokenBudget": 64,
"tokensSaved": 28
}
],
"compiledContextStored": false,
"economicBasis": {
"componentOfferId": "context-compression",
"componentPriceBaseUnits": "1000",
"componentRuns": 5,
"priceBaseUnits": "5000"
},
"inputDigest": "sha256:971bb547c8bbfb88e93cc4cd3644b476a589a60341671fe06aeee0242…",
"offerId": "context-budget-ladder",
"receiptDigest": "sha256:69cde9faca3b195bc8a1c465ce0b5309aec342e1e276bbba8b8965da4…",
"runs": [
{
"contextPack": {
"clientRequestId": "req_budget_ladder_001",
"context": "# Context Pack\n\nTask: Preserve the release authority and rollbac…",
"includedPassages": [
{
"passageHash": "sha256:60013bc3e8109806d697d7859823725653961b89f1460e2bcc9a91bc4…",
"passageId": "operations:1",
"sourceId": "operations",
"text": "The operator must preserve the request digest and approval ident…"
}
],
"inputHash": "sha256:fcf75e8713e8e458f42d7b46c9831d1407544e49df606708ba5ec2a58…",
"metrics": {
"compiledBytes": 163,
"compiledEstimatedTokens": 29,
"duplicatePassagesRemoved": 1,
"estimatedReductionPercent": 49.1,
"originalBytes": 358,
"originalEstimatedTokens": 57,
"sourceCount": 2,
"sourceCoveragePercent": 50,
"tokensSaved": 28
},
"outputHash": "sha256:dc2e058d484882af8b60dd1150a0d7de0d77fb2d6e919d913c35ea2e8…",
"packId": "ctxpack_85a631811b7f99e1e091b9f365aa6735",
"retentionBoundaries": {
"claimVerificationPerformed": false,
"completenessGuaranteed": false,
"evidenceRetention": "best_effort",
"hallucinationPreventionGuaranteed": false,
"selectionType": "extractive",
"tokenCountType": "model_neutral_estimate"
},
"sources": [
{
"includedEstimatedTokens": 0,
"includedPassageIds": [],
"originalEstimatedTokens": 37,
"passageCount": 3,
"sourceHash": "sha256:e100472342b640276bf489453adba008e167f4039a5e8202528403f3a…",
"sourceId": "release",
"title": "Release rule"
}
],
"task": "Preserve the release authority and rollback condition.",
"tokenBudget": 64,
"version": "0.1.0",
"warningCodes": [
"model_neutral_token_estimates",
"extractive_selection_not_verification"
],
"warnings": [
"Token counts are model-neutral estimates, not provider tokenizer…"
]
},
"tokenBudget": 64
}
],
"sourceTextStored": false,
"version": "0.1"
}Use with an agent
- Discover. Agents find this listing with
GET https://bazaar.saylorinnovations.com/discovery/search?query=…, the MCP toolsearch_resources, or/discovery/resources. - Inspect. Fetch
/resources/32115.jsonfor the price and payment options. - Pay. Call
GET https://www.mahastrategies.com/api/v1/context/budget-ladder. The provider answers402with its payment requirements. An x402 client signs one of the options below and retries withPAYMENT-SIGNATURE. - Execute. The provider returns
200with the data. Agent Bazaar is not in the request path and never sees your payment.
For humans
You don't need an account or an API key; you need a wallet holding a small amount of USDC on Base, and an x402-capable client (see the examples below). Call the endpoint unpaid first to see exactly what it asks for.
Pricing & payment
- Price
- $0.012 / request
- Protocol
- x402 v2
- Auth
- No account or API key. Pay per request.
- Networks
- Base
- Demand
- 2 calls · 2 unique payers in 30d (public x402 Bazaar data)
x402 payment requirements
| Scheme | Network | Asset | Amount | Pay to | Timeout |
|---|---|---|---|---|---|
| exact | Base eip155:8453 | USDC | $0.012 | 0xec84c1cd6602bbe387bc8e6f0d3c062f2762de28 | 60s |
accepts[] (raw JSON)
[
{
"scheme": "exact",
"network": "eip155:8453",
"payTo": "0xec84c1cd6602bbe387bc8e6f0d3c062f2762de28",
"asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
"amount": "12000",
"amountUsd": 0.012,
"maxTimeoutSeconds": 60
}
]Schemas
Output schema (JSON Schema)
{
"properties": {
"example": {
"additionalProperties": false,
"properties": {
"boundaries": {
"type": "array"
},
"clientRequestId": {
"type": "string"
},
"comparison": {
"maxItems": 5,
"minItems": 1,
"type": "array"
},
"compiledContextStored": {
"const": false,
"type": "boolean"
},
"economicBasis": {
"type": "object"
},
"inputDigest": {
"type": "string"
},
"offerId": {
"const": "context-budget-ladder",
"type": "string"
},
"receiptDigest": {
"type": "string"
},
"runs": {
"maxItems": 5,
"minItems": 1,
"type": "array"
},
"sourceTextStored": {
"const": false,
"type": "boolean"
},
"version": {
"const": "0.1",
"type": "string"
}
},
"required": [
"version",
"offerId",
"clientRequestId",
"inputDigest",
"economicBasis",
"runs",
"comparison",
"boundaries",
"sourceTextStored",
"compiledContextStored",
"receiptDigest"
],
"type": "object"
},
"type": {
"type": "string"
}
},
"required": [
"type"
],
"type": "object"
}Example shape — generated from the schema, not a captured live response
{
"example": {
"boundaries": [
"value"
],
"clientRequestId": "string",
"comparison": [
"value"
],
"compiledContextStored": true,
"economicBasis": {},
"inputDigest": "string",
"offerId": "string",
"receiptDigest": "string",
"runs": [
"value"
],
"sourceTextStored": true,
"version": "string"
},
"type": "string"
}Examples
curl -X POST 'https://www.mahastrategies.com/api/v1/context/budget-ladder' -H 'Content-Type: application/json' --data '{"budgetMode":"guaranteed","clientRequestId":"req_budget_ladder_001","documents":[{"id":"release","text":"The release may proceed only after the security owner approves the evidence packet.\n\nThe rollback begins when the error rate exceeds two percent for five minutes.\n\nRoutine status notes describe staffing and meeting schedules.","title":"Release rule"},{"id":"operations","text":"The operator must preserve the request digest and approval identity.\n\nRoutine status notes describe staffing and meeting schedules.","title":"Operations note"}],"provenance":"compact","scoring":"bm25","task":"Preserve the release authority and rollback condition.","tokenBudgets":[64,96,128,192,256]}'
# -> 402 Payment Required; read PAYMENT-REQUIRED
# retry the identical request with PAYMENT-SIGNATUREconst res = await fetch("https://www.mahastrategies.com/api/v1/context/budget-ladder", {
"method": "POST",
"headers": {
"content-type": "application/json"
},
"body": "{\"budgetMode\":\"guaranteed\",\"clientRequestId\":\"req_budget_ladder_001\",\"documents\":[{\"id\":\"release\",\"text\":\"The release may proceed only after the security owner approves the evidence packet.\\n\\nThe rollback begins when the error rate exceeds two percent for five minutes.\\n\\nRoutine status notes describe staffing and meeting schedules.\",\"title\":\"Release rule\"},{\"id\":\"operations\",\"text\":\"The operator must preserve the request digest and approval identity.\\n\\nRoutine status notes describe staffing and meeting schedules.\",\"title\":\"Operations note\"}],\"provenance\":\"compact\",\"scoring\":\"bm25\",\"task\":\"Preserve the release authority and rollback condition.\",\"tokenBudgets\":[64,96,128,192,256]}"
});
if (res.status === 402) {
const { accepts } = await res.json();
// pay one of accepts[] via an x402 client, then retry with the payment header
}import httpx
import json
res = httpx.request("POST", "https://www.mahastrategies.com/api/v1/context/budget-ladder", json=json.loads("{\"budgetMode\":\"guaranteed\",\"clientRequestId\":\"req_budget_ladder_001\",\"documents\":[{\"id\":\"release\",\"text\":\"The release may proceed only after the security owner approves the evidence packet.\\n\\nThe rollback begins when the error rate exceeds two percent for five minutes.\\n\\nRoutine status notes describe staffing and meeting schedules.\",\"title\":\"Release rule\"},{\"id\":\"operations\",\"text\":\"The operator must preserve the request digest and approval identity.\\n\\nRoutine status notes describe staffing and meeting schedules.\",\"title\":\"Operations note\"}],\"provenance\":\"compact\",\"scoring\":\"bm25\",\"task\":\"Preserve the release authority and rollback condition.\",\"tokenBudgets\":[64,96,128,192,256]}"))
if res.status_code == 402:
accepts = res.json()["accepts"]
# pay one of accepts[] via an x402 client, then retry with the payment headerDetails
- Provider
- www.mahastrategies.com
- Endpoint
- https://www.mahastrategies.com/api/v1/context/budget-ladder
- Machine-readable
/resources/32115.json