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.
The wallet the 402 directs payment to. Its whole payment record — every payer, every chain — is on the merchant page.
Asset 0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913
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.
Pay 0.001 USDC on Base to 0xB40a…e1308. The signed payment is good for 5 minutes.
- Paid to
- 0xB40a…e1308
- 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
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.
Show the promptHide 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.