{"uid":"cap_DiySWmcepELiB5sZvYJAk","slug":"pqs-prompt-quality-score-via-venice-ai-394aa43f","name":"PQS - Prompt Quality Score via Venice.ai","description":"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.","url":"https://promptqualityscore.com/api/proxy/venice","method":"GET","headers":{},"bodySchema":{"type":"object","properties":{"model":{"type":"string","description":"Optional Venice.ai model override. Defaults to venice-uncensored-1-2. Call GET /api/proxy/venice/models (free, no payment) for the live list of supported model IDs and aliases. Unknown IDs return 400 before settlement."},"prompt":{"type":"string","maxLength":10000,"minLength":1,"description":"Prompt to score and send to Venice.ai"},"vertical":{"enum":["software","content","business","education","science","crypto","general","research"],"type":"string","default":"general"}}},"responseSchema":{"type":"json","example":{"pqs":{"grade":"D","total":46,"dimensions":{"clarity":7,"context":6,"examples":4,"constraints":5,"specificity":6,"cot_structure":6,"output_format":7,"role_definition":5},"framework_breakdown":{"peem":6,"geval":6,"ragas":5.3}},"meta":{"endpoint":"/api/proxy/venice","request_id":"00000000-0000-4000-8000-000000000000","price_paid_usdc":0.05},"venice":{"model":"venice-uncensored-1-2","usage":{"total_tokens":57,"prompt_tokens":24,"completion_tokens":33},"content":"PQS scores any LLM prompt on 8 dimensions before inference so an agent operator can reject low-quality inputs before paying for a run.","citations":[{"url":"https://promptqualityscore.com/","date":"","title":"PQS - promptqualityscore.com","content":"PQS scores any LLM prompt on 8 dimensions pre-inference."}],"web_search_enabled":true},"preflight_warning":null,"improvement_suggestion":"Include at least one worked example or input-output pair of the result you want."}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.05","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"settled","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.05/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.05","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.05","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_lKjuu5XyvwPkmXS7x_6J-","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.05","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Scores an AI prompt across 8 quality dimensions, returns a grade and fixed version by proxying through Venice.ai inference","exampleAgentPrompt":"Score this prompt for me against the 8 PQS dimensions and tell me what's weak and how to fix it — 'You are a helpful assistant. Summarize this article.' — use the software vertical.","exampleUseCases":null,"resultDescription":"Returns a JSON object with: a letter grade (e.g. D), total score out of 100, per-dimension scores (clarity, context, examples, constraints, specificity, cot_structure, output_format, role_definition), framework breakdown (peem, geval, ragas), an improvement suggestion, the Venice.ai model's actual response content, token usage, and a preflight warning if applicable.","failureModes":["prompt is empty or exceeds 10,000 characters — returns 400 validation error","unknown model ID passed — returns 400 before payment is settled","payment not provided or insufficient — returns 402 Payment Required","Venice.ai upstream unavailable — returns 5xx error","invalid vertical enum value — returns 400 schema validation error"],"whenToPreferThis":"Use this endpoint when you need to evaluate and optionally improve a single prompt before spending on a full LLM inference call, especially when prompt quality is uncertain or when you want structured multi-dimensional scoring with a fixed suggestion. Prefer this over batch endpoints when evaluating one prompt at a time.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-13T18:30:51.246Z","isFirstParty":false}