{"uid":"cap_ZOfAyWPO8NVSjIpGWlkZi","slug":"agent-recommendation-loop-boundary-standard-e4187712","name":"Agent Recommendation Loop Boundary Standard","description":"Decision procedure for consumer-facing agents operating feeds, autoplay, streaks, or personalized recommendations. Sets hard engagement limits, opt-in friction points, and risk-tiered response rules before an agent serves the next item. Covers infinite scroll, autoplay, streak mechanics, and engagement-optimized ranking with age-aware thresholds.","url":"https://k2so-8080.on.ascii.dev/api/services/agent-recommendation-loop-boundary-limit-decisio?utm_source=zero.xyz","method":"GET","headers":{},"bodySchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","required":["input"],"properties":{"input":{"type":"object","required":["type","method"],"properties":{"type":{"type":"string","const":"http"},"method":{"enum":["GET","HEAD","DELETE"],"type":"string"},"queryParams":{"type":"object","properties":{"meta":{"enum":["0","1"],"type":"string","description":"Set to 1 for free metadata JSON (no payment required)"},"topic":{"type":"string","description":"Optional topic override for the decision procedure"}}}},"additionalProperties":false},"output":{"type":"object","required":["type"],"properties":{"type":{"type":"string"},"example":{"type":"object","title":"Agent recommendation loop boundary standard paid response","$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":null,"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_dgIGHrOkj-XZmnVKlQe9z","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 a decision procedure for consumer-facing agents on how to enforce engagement limits, opt-in friction, and risk-tiered rules before serving the next recommendation in feeds, autoplay, streaks, or infinite scroll.","exampleAgentPrompt":"Before my app's agent serves the next item in the personalized feed, what are the hard engagement limits, opt-in friction requirements, and age-aware thresholds it should enforce — covering autoplay, streak mechanics, and infinite scroll?","exampleUseCases":[{"title":"Autoplay boundary enforcement for video agent","prompt":"My agent is about to autoplay the next video in a user's queue — what decision procedure should it follow to check engagement limits and friction requirements before continuing?"},{"title":"Streak mechanic safety gate for consumer app","prompt":"My consumer app uses AI-driven streaks to encourage daily usage. What are the hard limits and risk-tiered rules my agent should apply before extending a streak for a user who might be a minor?"},{"title":"Infinite scroll opt-in gate for news feed","prompt":"My agent is powering an infinite-scroll news feed — what friction points and engagement limits should it enforce before loading the next batch of personalized recommendations?"}],"resultDescription":"A structured decision procedure brief including: hard engagement limits, required opt-in friction points, risk-tiered response rules by scenario (infinite scroll, autoplay, streak mechanics, engagement-optimized ranking), and age-aware thresholds — returned as prose and/or structured fields with a generation timestamp and source type.","failureModes":["Payment not completed — 402 response with payment instructions returned instead of procedure","Invalid method used (only GET/HEAD/DELETE supported) — schema validation error","Service unavailable on the hosted endpoint — connection timeout or 5xx error","Empty or malformed topic override parameter — procedure may default to generic recommendation context"],"whenToPreferThis":"Choose this endpoint when your agent needs a pre-built, regularly updated decision procedure for governing recommendation loop behavior in consumer-facing products, especially where engagement mechanics (autoplay, streaks, infinite scroll) intersect with safety obligations and age-aware rules. Prefer it over building custom logic when you need a standardized, payable, auditable gate that covers multiple recommendation modalities in a single call.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-17T18:47:33.246Z","isFirstParty":false,"canonicalSlug":"agent-recommendation-loop-boundary-standard-e4187712"}