{"uid":"cap_whqdUNAMFCaByRiuD0wfR","slug":"think-agentutil-net-637fe5aa","name":"think.agentutil.net Intent Expander","description":"Intent security — surface the implied requirements humans assume but never state: backup expectations, permission checks, rollback plans, compliance needs","url":"https://think.agentutil.net/v1/expand","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"domain":{"type":"string","description":"Business domain for more targeted requirements"},"instruction":{"type":"string","description":"The instruction the agent received from a human"}}},"responseSchema":{"type":"object","required":["data","service","request_id","related_services"],"properties":{"data":{"type":"object","required":["summary","implied_requirements","original_instruction"],"properties":{"summary":{"type":"string"},"implied_requirements":{"type":"array","items":{"type":"unknown"}},"original_instruction":{"type":"string"}}},"service":{"type":"string"},"request_id":{"type":"string"},"related_services":{"type":"array","items":{"type":"object","required":["url","name","description"],"properties":{"url":{"type":"string"},"name":{"type":"string"},"description":{"type":"string"}}}}}},"example":{"request":{"domain":"SaaS billing","instruction":"Delete all inactive user accounts from the production database"},"response":{"data":{"summary":"No specific implied requirements found. The instruction appears straightforward, but consider general best practices.","implied_requirements":[],"original_instruction":"Delete all inactive user accounts from the production database"},"service":"https://think.agentutil.net","request_id":"8cb0287b-4493-4014-a80b-b878fcff7a09","related_services":[{"url":"https://verify.agentutil.net","name":"verify","description":"Fact verification against live data sources -- exchange rates, crypto, stocks, entities, geography"},{"url":"https://docs.agentutil.net","name":"docs","description":"Search pre-indexed platform documentation -- semantic vector search across 10+ platforms"},{"url":"https://convert.agentutil.net","name":"convert","description":"Unit conversion (80+ units), live currency rates, and encoding (base64, hex, URL)"},{"url":"https://weather.agentutil.net","name":"weather","description":"Current conditions and multi-day forecasts for any location worldwide via Open-Meteo"},{"url":"https://validate.agentutil.net","name":"validate","description":"Validate emails (RFC 5322), URLs, phone numbers (E.164), credit cards (Luhn), and JSON schemas"},{"url":"https://time.agentutil.net","name":"time","description":"Timezone conversion, current time in any timezone, date arithmetic, and epoch conversions"},{"url":"https://hash.agentutil.net","name":"hash","description":"Hash with MD5/SHA-256/SHA-512, encode/decode base64/hex/URL, generate UUIDs, identify hash algorithms"},{"url":"https://text.agentutil.net","name":"text","description":"Regex match/replace/extract, text diff, slugify, word count, and markdown/HTML/JSON transforms"},{"url":"https://math.agentutil.net","name":"math","description":"Safe expression evaluation, statistics (mean/median/stddev/percentiles), percentages, and rounding"},{"url":"https://geocode.agentutil.net","name":"geocode","description":"Forward geocoding (address to lat/lon), reverse geocoding (lat/lon to address), and haversine distance"},{"url":"https://dns.agentutil.net","name":"dns","description":"DNS record lookups (A/MX/TXT/NS), reverse DNS, WHOIS/RDAP domain data, and IP geolocation"},{"url":"https://undo.agentutil.net","name":"undo","description":"Reversibility intelligence -- check if actions can be undone, find safer alternatives, batch safety warnings"},{"url":"https://norm.agentutil.net","name":"norm","description":"Baseline reality checks -- statistical anomaly detection for values against published industry benchmarks"},{"url":"https://context.agentutil.net","name":"context","description":"Situational awareness -- timezone, holiday, business calendar, and platform status checks before taking action"}]}},"exampleRequest":{"domain":"SaaS billing","instruction":"Delete all inactive user accounts from the production database"},"tags":["x402"],"displayCostAmount":"0.003","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"unknown","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":"$0.003/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.003","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.003","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_ZAobHSTFFLGL6xBIxoYzV","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.003","costPer":"request","priority":0,"asset":null,"unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Surfaces unstated implicit requirements in a human instruction — backup expectations, permission checks, rollback plans, and compliance needs — before an agent acts on it","exampleAgentPrompt":"Before I execute 'delete all inactive user accounts from the production database', expand that instruction to surface any implied requirements — like backup expectations, rollback plans, permission checks, or compliance needs — in the context of a SaaS billing domain.","exampleUseCases":[{"title":"Infrastructure teardown safety check","prompt":"Before I go ahead and run 'decommission the old staging environment and remove all associated cloud resources', can you surface everything that instruction is implicitly assuming — things like who needs to approve it, whether snapshots should exist first, any rollback options, and compliance concerns I might be missing in a cloud infrastructure context?"},{"title":"Financial record bulk update","prompt":"I need to execute 'update all customer invoices from Q3 to apply the new tax rate retroactively' — but before I do, uncover every unstated requirement hiding in that instruction, like audit trail expectations, regulatory constraints, rollback plans, and what permissions I should actually verify first in a finance and accounting domain."},{"title":"User permission mass reassignment","prompt":"I'm about to run 'revoke admin access from all contractors and reassign their open tickets to internal staff' — before I do anything, expand that instruction and tell me all the implied assumptions I'd be missing, like backup expectations, approval requirements, compliance rules, and what a careful engineer would double-check in a user management and access control context."}],"resultDescription":"A structured list of implied, unstated requirements inferred from the instruction — including backup expectations the human assumes will be met, permissions that should be verified, rollback plans that should exist, and compliance or regulatory needs relevant to the domain — helping the agent act safely and completely.","failureModes":["Missing or empty instruction field returns a 400 error","Overly vague instruction may produce generic or low-specificity requirements","Domain mismatch may cause irrelevant compliance categories to surface","Payment failure or 402 response if USDC balance is insufficient","Ambiguous instruction language may yield incomplete coverage of implied requirements"],"whenToPreferThis":"Use this endpoint before an agent executes any consequential or irreversible instruction — especially in domains like databases, finance, user management, or infrastructure — when you need to surface the unstated assumptions, safety expectations, and compliance constraints a human would assume but never explicitly state. Prefer this over generic pre-flight checklists when the goal is specifically to infer hidden intent and implied requirements from the raw instruction text itself.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-15T00:35:37.317Z","isFirstParty":false}