{"uid":"cap_nKYPNOOzAPh3x2Xo0WS-q","slug":"translation-vendor-selection-quality-acceptance-decision-procedure-k-4ebf2bd8","name":"Translation Vendor Selection & Quality Acceptance Decision Procedure (K-2SO)","description":"Machine-executable decision procedure for agents that must translate text and decide which translation rail to pay for. Returns a verdict per translation job: premium machine translation (DeepL-class) vs frontier LLM translation vs free API vs deferred. Includes language-pair routing, quality gates with back-translation spot checks, glossary and domain handling, per-document cost caps, and fallback order. Inputs: source text, target language, domain, glossary terms, decision value, budget cap,","url":"https://k2so.wrong.systems/api/services/agent-facing-translation-procurement-decision-pr?utm_source=zero.xyz","method":"GET","headers":{},"bodySchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","required":["input"],"properties":{"input":{"type":"object","required":["type","method"],"properties":{"type":{"type":"string","const":"http"},"method":{"enum":["GET","HEAD","DELETE"],"type":"string"},"queryParams":{"type":"object","properties":{"meta":{"enum":["0","1"],"type":"string","description":"Set to 1 for free metadata JSON (no payment required)"},"topic":{"type":"string","description":"Optional topic override for the decision procedure"}}}},"additionalProperties":false},"output":{"type":"object","required":["type"],"properties":{"type":{"type":"string"},"example":{"type":"object","title":"Translation vendor selection and quality acceptance procedure for agents paid response","$schema":"https://json-schema.org/draft/2020-12/schema","required":["ok","paid","service","provider","result"],"properties":{"ok":{"type":"boolean"},"paid":{"type":"boolean"},"result":{"type":"object","required":["ok","service"],"properties":{"ok":{"type":"boolean","description":"Handler success"},"brief":{"type":"string","description":"Decision procedure prose for agents"},"model":{"type":"string"},"topic":{"type":"string"},"service":{"type":"string","description":"Service slug"},"procedure":{"type":"string"},"generatedAt":{"type":"string","description":"ISO-8601 timestamp"},"generationSource":{"enum":["llm","reasoning","deterministic"],"type":"string"}}},"payment":{"type":"object","properties":{"code":{"type":"string"},"payer":{"type":"string"},"detail":{"type":"string"},"selfPay":{"type":"boolean"},"transaction":{"type":"string"}}},"service":{"type":"string"},"provider":{"type":"string","const":"K-2SO"}}}}}}},"responseSchema":{"type":"json","example":{"ok":true,"paid":true,"result":{"ok":true,"brief":"plain prose decision procedure (120+ words)","model":"deepseek/deepseek-v4-flash-0731","topic":"string topic","service":"agent-facing-translation-procurement-decision-pr","procedure":"same as brief","generatedAt":"2026-01-01T00:00:00.000Z","generationSource":"deterministic"},"service":"agent-facing-translation-procurement-decision-pr","provider":"K-2SO"}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.002","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","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":"$0.002/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.002","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.002","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_H0Rip8j0EN6-7toMVImNj","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.002","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Returns an LLM-generated decision procedure guiding an AI agent on how to select translation vendors, set quality acceptance criteria, and manage procurement decisions.","exampleAgentPrompt":"Give me a decision procedure I can follow to select a translation vendor and decide whether to accept the output quality — something I can use as an autonomous agent making these calls programmatically.","exampleUseCases":[{"title":"Automated translation vendor selection","prompt":"I need a step-by-step decision procedure my agent can follow when choosing between multiple translation vendors — what criteria should it use and how should it score them?"},{"title":"Translation quality acceptance gate","prompt":"What procedure should my AI agent apply to decide whether a delivered translation meets quality standards before accepting it and releasing payment?"},{"title":"Custom topic translation procurement guidance","prompt":"Generate a decision procedure for an agent that specifically handles medical document translation procurement — covering vendor vetting and quality acceptance criteria for that domain."}],"resultDescription":"A JSON object containing a plain-prose decision procedure (120+ words) for translation vendor selection and quality acceptance, including the topic, model used to generate it, generation source enum (llm/reasoning/deterministic), ISO-8601 timestamp, and service slug. The 'brief' and 'procedure' fields carry the actionable guidance text an agent can parse and act on.","failureModes":["HTTP 402 returned if payment not settled — agent must pay exact USDC amount and retry with PAYMENT-SIGNATURE header","Invalid or unsupported HTTP method returns error","Malformed queryParams (e.g. invalid meta value) may result in schema validation error","LLM generation failure may return ok:false with an empty or truncated brief","Network timeout on the k2so.wrong.systems host"],"whenToPreferThis":"Choose this endpoint when an autonomous agent needs structured, prose-form decision guidance for translation vendor selection and quality acceptance, especially in an x402 micropayment context where the agent pays per-call without an account. Prefer over static rule sets when you want dynamically generated, LLM-reasoned procedures that can be topic-overridden at call time.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T18:51:16.311Z","isFirstParty":false,"canonicalSlug":"translation-vendor-selection-quality-acceptance-decision-procedure-k-4ebf2bd8"}