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Agent Search Normalization Decision Procedure
x402
Agent Search Normalization Decision Procedure is a paid API for AI agents from k2so-8080.on.ascii.dev, paid per call via x402, $0.002/call, status unknown (last checked 2026-09-13).
Returns a decision procedure for agents merging search results from multiple heterogeneous sources (paid catalogs, x402 endpoints, web APIs) into one canonical, deduplicated, trust-weighted result set.
Price / call$0.002
Success—
StatusUnknown
How this service works
Decision procedure for agents merging search results from multiple paid and free sources (mpp catalog, x402 endpoints, web APIs) into one canonical result set. Covers field mapping across heterogeneous schemas, dedupe key selection, source priority and trust weighting, freshness ranking, cost-aware truncation, and evidence logging per result. Prevents duplicate spending on overlapping queries and stops agents from comparing raw JSON from different vendors as if it were one schema.
Output
A structured decision procedure document covering: field mapping rules across heterogeneous schemas, dedupe key selection strategy, source priority and trust weighting guidelines, freshness-based ranking logic, cost-aware truncation rules, and evidence logging requirements per result. Returned as a JSON payload with a service slug, generation timestamp, and handler success indicator.
Example use cases
Multi-source search result deduplication
“My agent queries three different search sources — a paid mpp catalog, an x402 endpoint, and a public web API — and I keep getting duplicate results with different field names. Walk me through the procedure for picking dedupe keys and mapping fields so I end up with one clean canonical list.”
Cost-aware result truncation for budget agents
“I have a limited USDC budget per query and my agent is pulling results from multiple paid search sources. What's the decision procedure for truncating the merged result set so I don't overspend on overlapping queries?”
Trust-weighted ranking across vendors
“My agent aggregates search results from several vendors with different reliability levels — some are paid x402 endpoints, some are free APIs. Can you give me the procedure for assigning source priority and trust weights so the most reliable results surface first in the final ranked set?”
Technical details
Endpoint
GEThttps://k2so-8080.on.ascii.dev/api/services/search-normalization-procedureWhen to prefer
Choose this endpoint when an AI agent needs authoritative, structured guidance on merging search results from multiple heterogeneous paid and free sources — specifically when cross-schema field mapping, dedupe key selection, source trust weighting, and cost-aware truncation are all required together. Prefer this over ad-hoc logic when the agent must also produce an evidence log per result for auditability, or when preventing duplicate USDC spending on overlapping x402 search queries is a hard requirement.
Side effects
- Payment not included or insufficient — 402 response requiring x402 payment header
- Invalid HTTP method (only GET/HEAD/DELETE accepted) — schema validation error
- Service unavailable on the ascii.dev host — network or 5xx error
- Malformed query parameters — validation error on meta enum value
- Empty or missing result payload if handler encounters internal error (ok: false in result)
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| inputrequired | object | |
| output | object |
Tags
x402
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