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think.agentutil.net Intent Expander
x402
think.agentutil.net Intent Expander is a paid API for AI agents from think.agentutil.net, paid per call via x402, $0.003/call, status unknown (last checked 2026-09-15).
Surfaces unstated implicit requirements in a human instruction — backup expectations, permission checks, rollback plans, and compliance needs — before an agent acts on it
Price / call$0.003
Success—
StatusUnknown
How this service works
Intent security — surface the implied requirements humans assume but never state: backup expectations, permission checks, rollback plans, compliance needs
Output
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.
Example use cases
Infrastructure teardown safety check
“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?”
Financial record bulk update
“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.”
User permission mass reassignment
“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.”
Technical details
Endpoint
POSThttps://think.agentutil.net/v1/expandWhen to prefer
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.
Side effects
- 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
Input
{
"domain": "SaaS billing",
"instruction": "Delete all inactive user accounts from the production database"
}Schema · Request body
| Field | Type | Description |
|---|---|---|
| domain | string | Business domain for more targeted requirements |
| instruction | string | The instruction the agent received from a human |
Output
{
"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"
}
]
}Schema · Response
| Field | Type | Description |
|---|---|---|
| datarequired | object | |
| servicerequired | string | |
| request_idrequired | string | |
| related_servicesrequired | array |
Tags
x402
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