Maha Context Compiler

Get a clear, evidence-led answer before you make a consequential technology, market, or policy decision. Fixed-scope research briefs from Maha Strategies.

SearchLiveeip155:8453Exactvia cdp
AiContext-compressionLlmRagEvidence-retention
Calls · 30d
4→ 0%
This endpoint's own trailing-30-day call count, as published by the upstream catalog and snapshotted daily. 30 snapshots so far.
$1.82
Verified settled volume
62 settlements proven x402 by their on-chain EIP-3009 marker.
$0.010
Listed price
As published in the catalog. Always read the live 402 before paying.
3
Calls · 30d
Upstream's own call count for this endpoint, not ours.
2
Unique payers · 30d
Last called 2026-09-05 04:14Z
Upstream on-chain volume
Reported by the source catalog.
Paid to
0xec84c1cd6602bbe387bc8e6f0d3c062f2762de28

The wallet the 402 directs payment to. Its whole payment record — every payer, every chain — is on the merchant page.

Asset 0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913

Provider

The payTo wallet does not resolve to a registered ERC-8004 agent. That is not a verdict on the service — most of the catalog is unregistered.

Accepts

The payment requirements as published to the catalog. Read the live 402 before paying — a price here is a claim, not a quote.

0.01USDC≈ $0.01 USD
on Base · exact scheme

Pay 0.01 USDC on Base to 0xec84…2de28. The signed payment is good for 1 minute.

USD Coin contract
0x8335…02913
Payment window
1 minute
As published
10000 smallest units
The catalog’s raw entry
[
  {
    "asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
    "extra": {
      "name": "USD Coin",
      "version": "2"
    },
    "payTo": "0xec84c1cd6602bbe387bc8e6f0d3c062f2762de28",
    "amount": "10000",
    "scheme": "exact",
    "network": "eip155:8453",
    "maxTimeoutSeconds": 60
  }
]

Extensions

{
  "bazaar": {
    "info": {
      "input": {
        "body": {
          "task": "Find the release condition and rollback trigger while removing duplicate operational background.",
          "scoring": "bm25",
          "documents": [
            {
              "id": "release-notes",
              "text": "Release may proceed after the security owner attaches credential-rotation evidence. The production canary passed in every region.\n\nRoutine notes cover staffing, dashboards, meeting cadence, maintenance calendars, regional handoffs, historical capacity, and documentation formatting.",
              "title": "Release notes"
            },
            {
              "id": "rollback-runbook",
              "text": "Rollback if API errors exceed 2 percent for five minutes or payment failures breach the alert threshold. Restore the last-known-good deployment before reopening traffic.\n\nRoutine notes cover staffing, dashboards, meeting cadence, maintenance calendars, regional handoffs, historical capacity, and documentation formatting.",
              "title": "Rollback runbook"
            }
          ],
          "budgetMode": "guaranteed",
          "provenance": "compact",
          "tokenBudget": 128,
          "clientRequestId": "req_rag_release_eval_001",
          "requiredEvidence": [
            {
              "text": "Release may proceed after the security owner attaches credential-rotation evidence.",
              "sourceId": "release-notes",
              "evidenceId": "release-gate"
            },
            {
              "text": "Rollback if API errors exceed 2 percent for five minutes",
              "sourceId": "rollback-runbook",
              "evidenceId": "rollback-trigger"
            },
            {
              "text": "regional handoffs, historical capacity, and documentation formatting",
              "sourceId": "release-notes",
              "evidenceId": "handoff-note"
            }
          ]
        },
        "type": "http",
        "method": "POST",
        "bodyType": "json"
      },
      "output": {
        "type": "json",
        "example": {
          "metrics": {
            "sourceCount": 2,
            "tokensSaved": 14,
            "compiledBytes": 461,
            "originalBytes": 606,
            "requiredEvidenceCount": 3,
            "retainedEvidenceCount": 2,
            "sourceCoveragePercent": 100,
            "compiledEstimatedTokens": 83,
            "originalEstimatedTokens": 97,
            "duplicatePassagesRemoved": 1,
            "estimatedReductionPercent": 14.4,
            "requiredEvidenceRetentionPercent": 66.7
          },
          "offerId": "deep-context-evaluation",
          "version": "0.1.0",
          "evidence": [
            {
              "status": "retained",
              "sourceId": "release-notes",
              "evidenceId": "release-gate",
              "evidenceHash": "sha256:b14f15dd80d2aca98929dc3569304daf362ff8dd80549e17c4a85a55b…"
            }
          ],
          "warnings": [
            "Token counts are model-neutral estimates, not provider tokenizer…"
          ],
          "inputHash": "sha256:98eae8dca77e0c300502f19226528ef22ee2cb8f05687c3513920f91f…",
          "outputHash": "sha256:133714e20e990c929f2fbe4693b719cfe19254a92afd0c46ed376cae4…",
          "contextPack": {
            "task": "Find the release condition and rollback trigger while removing d…",
            "packId": "ctxpack_d0dc187dd43a403d8aef472de5689408",
            "context": "# Context Pack\n\nTask: Find the release condition and rollback tr…",
            "metrics": {
              "sourceCount": 2,
              "tokensSaved": 14,
              "compiledBytes": 461,
              "originalBytes": 606,
              "sourceCoveragePercent": 100,
              "compiledEstimatedTokens": 83,
              "originalEstimatedTokens": 97,
              "duplicatePassagesRemoved": 1,
              "estimatedReductionPercent": 14.4
            },
            "sources": [
              {
                "title": "Release notes",
                "sourceId": "release-notes",
                "sourceHash": "sha256:288ded29ae161d3d11effd7161edf7c51ef1320e7ba0a8d2feaaed7ab…",
                "passageCount": 2,
                "includedPassageIds": [
                  "release-notes:1"
                ],
                "includedEstimatedTokens": 21,
                "originalEstimatedTokens": 44
              }
            ],
            "version": "0.1.0",
            "warnings": [
              "Token counts are model-neutral estimates, not provider tokenizer…"
            ],
            "inputHash": "sha256:288dd5cacd92158f9460346ba6e931f6d0d52f2598bd55e748fc30a18…",
            "outputHash": "sha256:80a337617475688482476a469f9fa7b489ef3e1ad15b4a9756fdc1aa7…",
            "tokenBudget": 128,
            "warningCodes": [
              "model_neutral_token_estimates",
              "extractive_selection_not_verification"
            ],
            "clientRequestId": "req_rag_release_eval_001",
            "includedPassages": [
              {
                "text": "Release may proceed after the security owner attaches credential…",
                "sourceId": "release-notes",
                "passageId": "release-notes:1",
                "passageHash": "sha256:4d5e66efdcf5f8dba63a89b40af6ce17f3f42948c48b731732e47f5dc…"
              }
            ],
            "retentionBoundaries": {
              "selectionType": "extractive",
              "tokenCountType": "model_neutral_estimate",
              "evidenceRetention": "best_effort",
              "completenessGuaranteed": false,
              "claimVerificationPerformed": false,
              "hallucinationPreventionGuaranteed": false
            }
          },
          "evaluationId": "ctxeval_4f1c8a2b6d5e47c0913a7e2f8b46d5c1",
          "warningCodes": [
            "model_neutral_token_estimates",
            "extractive_selection_not_verification",
            "exact_span_retention_not_accuracy"
          ],
          "clientRequestId": "req_rag_release_eval_001",
          "sourceTextStored": false,
          "retentionBoundaries": {
            "selectionType": "extractive",
            "tokenCountType": "model_neutral_estimate",
            "evidenceRetention": "best_effort",
            "answerQualityAssessed": false,
            "completenessGuaranteed": false,
            "factualAccuracyAssessed": false,
            "claimVerificationPerformed": false,
            "evidenceRetentionMeasurement": "exact_span_match",
            "hallucinationPreventionGuaranteed": false
          },
          "compiledContextStored": false,
          "requiredEvidenceTextStored": false
        }
      }
    },
    "schema": {
      "type": "object",
      "$schema": "https://json-schema.org/draft/2020-12/schema",
      "required": [
        "input"
      ],
      "properties": {
        "input": {
          "type": "object",
          "required": [
            "type",
            "method",
            "bodyType",
            "body"
          ],
          "properties": {
            "body": {
              "type": "object",
              "required": [
                "clientRequestId",
                "task",
                "tokenBudget",
                "documents",
                "requiredEvidence"
              ],
              "properties": {
                "task": {
                  "type": "string",
                  "maxLength": 1200,
                  "minLength": 8
                },
                "scoring": {
                  "enum": [
                    "bm25",
                    "keyword"
                  ],
                  "type": "string"
                },
                "documents": {
                  "type": "array",
                  "maxItems": 8,
                  "minItems": 1
                },
                "budgetMode": {
                  "enum": [
                    "guaranteed",
                    "estimated"
                  ],
                  "type": "string"
                },
                "provenance": {
                  "enum": [
                    "full",
                    "compact",
                    "none"
                  ],
                  "type": "string"
                },
                "tokenBudget": {
                  "type": "integer",
                  "maximum": 16000,
                  "minimum": 64
                },
                "clientRequestId": {
                  "type": "string",
                  "maxLength": 120,
                  "minLength": 8
                },
                "requiredEvidence": {
                  "type": "array",
                  "maxItems": 32,
                  "minItems": 1
                }
              },
              "additionalProperties": false
            },
            "type": {
              "type": "string",
              "const": "http"
            },
            "method": {
              "enum": [
                "POST"
              ],
              "type": "string"
            },
            "bodyType": {
              "enum": [
                "json",
                "form-data",
                "text"
              ],
              "type": "string"
            }
          },
          "additionalProperties": false
        },
        "output": {
          "type": "object",
          "required": [
            "type"
          ],
          "properties": {
            "type": {
              "type": "string"
            },
            "example": {
              "type": "object",
              "required": [
                "version",
                "offerId",
                "evaluationId",
                "clientRequestId",
                "contextPack",
                "evidence",
                "metrics",
                "inputHash",
                "outputHash",
                "warnings",
                "warningCodes",
                "retentionBoundaries",
                "sourceTextStored",
                "compiledContextStored",
                "requiredEvidenceTextStored"
              ],
              "properties": {
                "metrics": {
                  "type": "object"
                },
                "offerId": {
                  "type": "string",
                  "const": "deep-context-evaluation"
                },
                "version": {
                  "type": "string",
                  "const": "0.1.0"
                },
                "evidence": {
                  "type": "array",
                  "maxItems": 32,
                  "minItems": 1
                },
                "warnings": {
                  "type": "array"
                },
                "inputHash": {
                  "type": "string"
                },
                "outputHash": {
                  "type": "string"
                },
                "contextPack": {
                  "type": "object"
                },
                "evaluationId": {
                  "type": "string"
                },
                "warningCodes": {
                  "type": "array"
                },
                "clientRequestId": {
                  "type": "string",
                  "maxLength": 120,
                  "minLength": 8
                },
                "sourceTextStored": {
                  "type": "boolean",
                  "const": false
                },
                "retentionBoundaries": {
                  "type": "object"
                },
                "compiledContextStored": {
                  "type": "boolean",
                  "const": false
                },
                "requiredEvidenceTextStored": {
                  "type": "boolean",
                  "const": false
                }
              },
              "additionalProperties": false
            }
          }
        }
      }
    }
  },
  "maha-offer": {
    "asset": "USDC",
    "amount": "10000",
    "method": "POST",
    "status": "available",
    "network": "eip155:8453",
    "offerId": "deep-context-evaluation",
    "assetDecimals": 6,
    "declarationUrl": "https://www.mahastrategies.com/api/discovery/x402-offers/deep-context-evaluation",
    "maxRequestBytes": 1050000,
    "canonicalResource": "https://www.mahastrategies.com/api/v1/compress/evaluate",
    "declarationInline": "compact",
    "payableInProduction": true,
    "fullSourceTextStored": false,
    "verbatimExcerptsRetained": false
  },
  "declaration-integrity": {
    "metadataVersion": "2026-08-10",
    "canonicalResource": "https://www.mahastrategies.com/api/v1/compress/evaluate",
    "declarationDigest": "sha256:79cc9f6fb37a3e04c40af0137cceaba63a71acfada1a8e096bfbc09e4adf4cad"
  }
}

Provenance

Seen in the source catalog
2026-09-05 04:14Z
Last indexed by Roundhouse
2026-09-24 08:00Z
Last enriched (probe, favicon, geo)
2026-09-21 04:45Z
x402 version
2
Max timeout
60s
Liveness probe
HTTP 401
Report

Hand this page to an agent

Copy the prompt and paste it into Claude, an MCP client or your own agent — it will vet this service and call it over the free read API. No key, no account.

GET api.roundhouseai.io/v0/endpoints

This endpoint's own trailing-30-day call count, as published by the upstream catalog and snapshotted daily. 30 snapshots so far. Verified volume counts only settlements with an on-chain EIP-3009 marker.

Open skill.md
Show the prompt
Using Roundhouse, look up the x402 service Maha Context Compiler and tell me whether it is
worth paying: what a call costs, whether the endpoint answered when last probed, and what
its payment record actually shows.

curl -s 'https://api.roundhouseai.io/v0/endpoints?q=Maha%20Context%20Compiler'
curl -s 'https://api.roundhouseai.io/v0/merchants/<the payTo wallet returned above>'

Then call it: read the price from the live 402 at https://www.mahastrategies.com/api/v1/compress/evaluate, never from
a cached figure, and pay with an x402 client.

The /v0 API needs an API key (`authorization: Bearer rh_live_…`) on everything except
/v0/unified* and /v0/endpoints. Mint a personal key for $0.01 at GET https://api.roundhouseai.io/v0/test/x402,
or use an organization key from https://roundhouseai.io/dashboard/team.

If you do not have Roundhouse tools or skills installed, read
https://roundhouseai.io/skill.md first — it is the whole procedure.