promptqualityscore.com

A Quality Gate For Prompts. Before they break production. Score any AI prompt against 8 dimensions, see what's weak, and get the fixed version in seconds.

InferenceLiveeip155:8453Exactvia cdp
Calls · 30d
4→ 0%
This endpoint's own trailing-30-day call count, as published by the upstream catalog and snapshotted daily. 32 snapshots so far.
$34.92
Verified settled volume
1,090 settlements proven x402 by their on-chain EIP-3009 marker.
$0.0010
Listed price
As published in the catalog. Always read the live 402 before paying.
4
Calls · 30d
Upstream's own call count for this endpoint, not ours.
3
Unique payers · 30d
Last called 2026-09-17 05:44Z
—
Upstream on-chain volume
Reported by the source catalog.
Paid to
0xB40a687ca5483Ebc02F870348f6e08971Cae1308

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.

Live 402 challenge

Captured by the enrichment pass, not read just now. Prices can change — always read the 402 the endpoint answers with.

{
  "error": "Payment required",
  "accepts": [
    {
      "tags": [
        "pqs-grade",
        "prompt-quality",
        "preflight",
        "scoring",
        "llm-tooling",
        "x402",
        "pqs"
      ],
      "asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
      "extra": {
        "name": "USD Coin",
        "version": "2"
      },
      "payTo": "0xB40a687ca5483Ebc02F870348f6e08971Cae1308",
      "amount": "1000",
      "scheme": "exact",
      "iconUrl": "https://raw.githubusercontent.com/OnChainAIIntel/assets/main/onchainintel_profile_pic.png",
      "network": "eip155:8453",
      "category": "ai",
      "mimeType": "application/json",
      "description": "Quick pre-flight quality score: composite (0-100) + grade (A-F) + three framework sub-scores (PEEM, RAGAS, G-Eval) + verdict. Run upstream of any other paid call to filter weak prompts before inference. The cheapest gate on the AI input quality problem.",
      "serviceName": "Prompt Quality Score",
      "discoverable": true,
      "outputSchema": {
        "input": {
          "type": "http",
          "method": "POST",
          "bodyType": "json",
          "bodyFields": {
            "prompt": {
              "type": "string",
              "description": "Prompt text to grade (1-10000 chars)"
            },
            "vertical": {
              "type": "string",
              "description": "Optional domain: software/content/business/education/science/crypto/general/research"
            }
          },
          "discoverable": true
        },
        "output": {
          "type": "object",
          "required": [
            "score",
            "grade",
            "verdict",
            "frameworks"
          ],
          "properties": {
            "grade": {
              "enum": [
                "A",
                "B",
                "C",
                "D",
                "F"
              ],
              "type": "string"
            },
            "score": {
              "type": "integer",
              "maximum": 100,
              "minimum": 0,
              "description": "Composite 0-100 score (percentile-normalized total)"
            },
            "verdict": {
              "type": "string",
              "description": "Single sentence diagnosing the weakest dimension, with a framework citation"
            },
            "frameworks": {
              "type": "object",
              "required": [
                "peem",
                "ragas",
                "geval"
              ],
              "properties": {
                "peem": {
                  "type": "number",
                  "maximum": 10,
                  "minimum": 0,
                  "description": "PEEM framework score: weights structure (clarity, output format, role, constraints)"
                },
                "geval": {
                  "type": "number",
                  "maximum": 10,
                  "minimum": 0,
                  "description": "G-Eval framework score: weights LLM-judged faithfulness (clarity, specificity, CoT, constraints)"
                },
                "ragas": {
                  "type": "number",
                  "maximum": 10,
                  "minimum": 0,
                  "description": "RAGAS framework score: weights grounding (context, specificity, examples)"
                }
              }
            },
            "upgrade_url": {
              "type": "string",
              "description": "Link to PQS Pro for the full 8-dimension SaaS"
            },
            "methodology_url": {
              "type": "string",
              "description": "Link to the methodology blog post explaining the five-framework synthesis"
            }
          }
        }
      },
      "networkLegacy": "base",
      "maxAmountRequired": "1000",
      "maxTimeoutSeconds": 300,
      "maxAmountRequiredUSD": "$0.001"
    }
  ],
  "iconUrl": "https://raw.githubusercontent.com/OnChainAIIntel/assets/main/onchainintel_profile_pic.png",
  "preview": {
    "mode": "preview",
    "message": "This endpoint is POST-only with payment. GET returns the 402 envelope for discovery + this preview block for human developers.",
    "upgrade": "POST /api/pqs-grade with x402 payment ($0.001 USDC on Base) and body { prompt, vertical? } for the quick grade: composite score, grade letter, three framework sub-scores, and verdict.",
    "try_free": "POST /api/score/free with body { prompt, vertical } for unauthenticated 5/min real scoring.",
    "powered_by": "PQS - promptqualityscore.com"
  },
  "resource": {
    "url": "https://promptqualityscore.com/api/pqs-grade",
    "mimeType": "",
    "description": "Quick pre-flight quality score: composite (0-100) + grade (A-F) + three framework sub-scores (PEEM, RAGAS, G-Eval) + verdict. Run upstream of any other paid call to filter weak prompts before inference. The cheapest gate on the AI input quality problem."
  },
  "extensions": {
    "bazaar": {
      "info": {
        "input": {
          "body": {
            "prompt": "Explain PQS scoring in one sentence to an AI agent operator.",
            "vertical": "general"
          },
          "type": "http",
          "method": "GET",
          "bodyType": "json",
          "pathParams": {}
        },
        "output": {
          "type": "json",
          "example": {
            "grade": "C",
            "score": 58,
            "verdict": "PEEM flags weak output format and role definition. Specify how the answer should be shaped and who is asking.",
            "frameworks": {
              "peem": 5.5,
              "geval": 6,
              "ragas": 5.7
            },
            "upgrade_url": "https://promptqualityscore.com/pro?utm_source=pqs-grade&utm_medium=api&utm_campaign=2026-05-grade-launch",
            "methodology_url": "https://promptqualityscore.com/blog/five-framework-synthesis?utm_source=pqs-grade&utm_medium=api&utm_campaign=2026-05-grade-launch"
          }
        }
      },
      "tags": [
        "pqs-grade",
        "prompt-quality",
        "preflight",
        "scoring",
        "llm-tooling",
        "x402",
        "pqs"
      ],
      "schema": {
        "type": "object",
        "$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": [
                  "prompt"
                ],
                "properties": {
                  "prompt": {
                    "type": "string",
                    "maxLength": 10000,
                    "minLength": 1,
                    "description": "Prompt text to grade (1-10000 chars)"
                  },
                  "vertical": {
                    "enum": [
                      "software",
                      "content",
                      "business",
                      "education",
                      "science",
                      "crypto",
                      "general",
                      "research"
                    ],
                    "type": "string",
                    "default": "general",
                    "description": "Optional domain: software/content/business/education/science/crypto/general/research"
                  }
                }
              },
              "type": {
                "type": "string",
                "const": "http"
              },
              "method": {
                "enum": [
                  "GET"
                ],
                "type": "string"
              },
              "bodyType": {
                "enum": [
                  "json",
                  "form-data",
                  "text"
                ],
                "type": "string"
              },
              "pathParams": {
                "type": "object"
              }
            },
            "additionalProperties": false
          },
          "output": {
            "type": "object",
            "required": [
              "type"
            ],
            "properties": {
              "type": {
                "type": "string"
              },
              "example": {
                "type": "object"
              }
            }
          }
        }
      },
      "category": "ai",
      "discoverable": true,
      "routeTemplate": ":var1"
    }
  },
  "serviceName": "Prompt Quality Score",
  "x402Version": 2
}

Accepts

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

0.001USDC≈ $0.001 USD
on Base · exact scheme

Pay 0.001 USDC on Base to 0xB40a…e1308. The signed payment is good for 5 minutes.

USD Coin contract
0x8335…02913
Payment window
5 minutes
As published
1000 smallest units
Buys
Quick pre-flight quality score: composite (0-100) + grade (A-F) + three framework sub-scores (PEEM, RAGAS, G-Eval) + verdict. Run upstream of any other paid call to filter weak prompts before inference. The cheapest gate on the AI input quality problem.
Returns
application/json
The catalog’s raw entry
[
  {
    "tags": [
      "pqs-grade",
      "prompt-quality",
      "preflight",
      "scoring",
      "llm-tooling",
      "x402",
      "pqs"
    ],
    "asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
    "extra": {
      "name": "USD Coin",
      "version": "2"
    },
    "payTo": "0xB40a687ca5483Ebc02F870348f6e08971Cae1308",
    "amount": "1000",
    "scheme": "exact",
    "iconUrl": "https://raw.githubusercontent.com/OnChainAIIntel/assets/main/onchainintel_profile_pic.png",
    "network": "eip155:8453",
    "category": "ai",
    "mimeType": "application/json",
    "description": "Quick pre-flight quality score: composite (0-100) + grade (A-F) + three framework sub-scores (PEEM, RAGAS, G-Eval) + verdict. Run upstream of any other paid call to filter weak prompts before inference. The cheapest gate on the AI input quality problem.",
    "serviceName": "Prompt Quality Score",
    "discoverable": true,
    "outputSchema": {
      "input": {
        "type": "http",
        "method": "POST",
        "bodyType": "json",
        "bodyFields": {
          "prompt": {
            "type": "string",
            "description": "Prompt text to grade (1-10000 chars)"
          },
          "vertical": {
            "type": "string",
            "description": "Optional domain: software/content/business/education/science/crypto/general/research"
          }
        },
        "discoverable": true
      },
      "output": {
        "type": "object",
        "required": [
          "score",
          "grade",
          "verdict",
          "frameworks"
        ],
        "properties": {
          "grade": {
            "enum": [
              "A",
              "B",
              "C",
              "D",
              "F"
            ],
            "type": "string"
          },
          "score": {
            "type": "integer",
            "maximum": 100,
            "minimum": 0,
            "description": "Composite 0-100 score (percentile-normalized total)"
          },
          "verdict": {
            "type": "string",
            "description": "Single sentence diagnosing the weakest dimension, with a framework citation"
          },
          "frameworks": {
            "type": "object",
            "required": [
              "peem",
              "ragas",
              "geval"
            ],
            "properties": {
              "peem": {
                "type": "number",
                "maximum": 10,
                "minimum": 0,
                "description": "PEEM framework score: weights structure (clarity, output format, role, constraints)"
              },
              "geval": {
                "type": "number",
                "maximum": 10,
                "minimum": 0,
                "description": "G-Eval framework score: weights LLM-judged faithfulness (clarity, specificity, CoT, constraints)"
              },
              "ragas": {
                "type": "number",
                "maximum": 10,
                "minimum": 0,
                "description": "RAGAS framework score: weights grounding (context, specificity, examples)"
              }
            }
          },
          "upgrade_url": {
            "type": "string",
            "description": "Link to PQS Pro for the full 8-dimension SaaS"
          },
          "methodology_url": {
            "type": "string",
            "description": "Link to the methodology blog post explaining the five-framework synthesis"
          }
        }
      }
    },
    "networkLegacy": "base",
    "maxAmountRequired": "1000",
    "maxTimeoutSeconds": 300,
    "maxAmountRequiredUSD": "$0.001"
  }
]

Extensions

{
  "bazaar": {
    "info": {
      "input": {
        "body": {
          "prompt": "Explain PQS scoring in one sentence to an AI agent operator.",
          "vertical": "general"
        },
        "type": "http",
        "method": "POST",
        "bodyType": "json",
        "pathParams": {}
      },
      "output": {
        "type": "json",
        "example": {
          "grade": "C",
          "score": 58,
          "verdict": "PEEM flags weak output format and role definition. Specify how the answer should be shaped and who is asking.",
          "frameworks": {
            "peem": 5.5,
            "geval": 6,
            "ragas": 5.7
          },
          "upgrade_url": "https://promptqualityscore.com/pro?utm_source=pqs-grade&utm_medium=api&utm_campaign=2026-05-grade-launch",
          "methodology_url": "https://promptqualityscore.com/blog/five-framework-synthesis?utm_source=pqs-grade&utm_medium=api&utm_campaign=2026-05-grade-launch"
        }
      }
    },
    "tags": [
      "pqs-grade",
      "prompt-quality",
      "preflight",
      "scoring",
      "llm-tooling",
      "x402",
      "pqs"
    ],
    "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": [
                "prompt"
              ],
              "properties": {
                "prompt": {
                  "type": "string",
                  "maxLength": 10000,
                  "minLength": 1,
                  "description": "Prompt text to grade (1-10000 chars)"
                },
                "vertical": {
                  "enum": [
                    "software",
                    "content",
                    "business",
                    "education",
                    "science",
                    "crypto",
                    "general",
                    "research"
                  ],
                  "type": "string",
                  "default": "general",
                  "description": "Optional domain: software/content/business/education/science/crypto/general/research"
                }
              }
            },
            "type": {
              "type": "string",
              "const": "http"
            },
            "method": {
              "enum": [
                "POST"
              ],
              "type": "string"
            },
            "bodyType": {
              "enum": [
                "json",
                "form-data",
                "text"
              ],
              "type": "string"
            },
            "pathParams": {
              "type": "object"
            }
          },
          "additionalProperties": false
        },
        "output": {
          "type": "object",
          "required": [
            "type"
          ],
          "properties": {
            "type": {
              "type": "string"
            },
            "example": {
              "type": "object"
            }
          }
        }
      }
    },
    "category": "ai",
    "discoverable": true,
    "routeTemplate": ":var1"
  }
}

Provenance

Seen in the source catalog
2026-09-17 05:44Z
Last indexed by Roundhouse
2026-09-25 07:30Z
Last enriched (probe, favicon, geo)
2026-09-22 16:45Z
x402 version
2
Max timeout
300s
Liveness probe
HTTP 402
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. 32 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 promptqualityscore.com 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=promptqualityscore.com'
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://promptqualityscore.com/api/pqs-grade, 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.